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Mike Gabriel: Ayatana Indicators: Call for Translations

12 Juni 2026 om 23:50

In the process of preparing a major Ubuntu Touch release (v24.04-2.0, coming soon...) we will also update Ayatana Indicators in Ubuntu Touch.

Last week various new features have been added to some of the indicators (toggle switch to keep the display switched on permanently, blue tooth pairing agent, redesign of the keyboard indicator, etc.) and those changes require translation updates.

If you can, please visit [1] this weekend and help translating Ayatana Indicators into your native language. Thanks so much!!!

light+love
Mike

[1] https://hosted.weblate.org/projects/ayatana-indicators/

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Tim Retout: seL4 clock magic

12 Juni 2026 om 18:45

I have been looking at seL4 some more recently, and had a small patch merged today to remove a legacy Python module from a helper script. (I was trying to run the script on a system without that module installed, and it was almost easier to patch it out.)

However, the more I think about this code and how it’s used, the more it seems wrong on at least five other levels.

The patch itself is quite uninteresting; this script was importing the past module (part of future?) to use the xrange function. Python 2 used to have separate xrange and range functions, where range returned a list in memory while xrange generated an iterator. Because this seL4 script is iterating over a large range of values, it’s important the list is not generated in-memory. But Python 3 removed the xrange function and just has range return an object, so it’s trivial to avoid the module import.

Having thought carefully some more about the specific line, there’s surely an off-by-one error in it - range iterates over 0 to n-1, so this line shouldn’t be subtracting one if it’s looking to test all 32-bit values:

    for i in range(2**32-1):

But then again, this is being used for a ‘sanity check’ of a magic bit shift algorithm that speeds up division operations to convert CPU ticks to microseconds on 32-bit arm platforms. Surely if the algorithm’s good, it shouldn’t be necessary to validate it exhaustively against every possible 32-bit value?

Also, 32 bits isn’t enough, because this is 64-bit division. include/api/types.h shows that ticks_t is always a uint64_t, so if this were a proof by exhaustion it should run to 2**64 (though that would take infeasibly long).

As discussed in issue #1352, lots of people have been running this code with the wrong divisor anyway. But because the bit shift path is only used on 32-bit platforms, it’s not clear to me that there’s even any point in specifying CLK_SHIFT/MAGIC on platforms which are 64-bit only (e.g. the tx2 port).

And to follow this rabbit hole to the very end, in comments on PR #1435 and issue #1509 it’s clear that the future of this code is to remove it, as it’s 1. unnecessarily clever (on 64-bit platforms the equivalent code just uses a division, so performance can’t be that important), and 2. the entire concept of converting to microseconds breaks the seL4 principle of not abstracting away details of the hardware.

So this has left me unclear on whether my small patch was a good thing or not, but I certainly learnt something about this corner of seL4 timer handling. And I’ve ordered a copy of “Hacker’s Delight” on the recommendation of a code comment.

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Michael Ablassmeier: vmsync

11 Juni 2026 om 02:00

I’ve been asked a few times if it would be possible to use virtnbdbackup as some kind of “replication” utility, to keep cold standby virtual machines on other libvirt hosts.

Usually i would tell to use underlying filesystem features (such as zfs send/recv, with incremental snapshots) to keep cold, standby copies on other hosts.

As for qcow based virtual machines, using the dirty bitmaps is not only a valid feature to create backups, but to (incrementally) replicate virtual machines, too.

I’ve released vmsync. A small golang utility that implements a simple replication tool using the NBD protocol to sync virtual machines to other hosts.

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Mike Gabriel: Future of libayatana-appindicator (v0.6.0 released today)

10 Juni 2026 om 22:15

Some of you might have noticed that the recent (or rather: previous) version of libayatana-appindicator (v0.5.94) notified users and developers of the library being deprecated.

This short post is to notify you, that with today's libayatana-appindicator v0.6.0 release [1] this deprecation warning has now been removed again. Another new feature (added to AppIndicator without ABI breakage) is tooltip support. The new package version has just been uploaded to Debian experimental. Please test if your application (if it gets linked against libayatana-appindicator) continues to work flawlessly. Thanks!

libayatana-appindicator will receive continued support until GTK-3 becomes end-of-life (because libayatana-appindicator has a baked-in GTK-3 dependency which should not be ported to GTK-4 imho). That said, in the future, GTK-3 applications can continue using libayatana-appindicator for sending AppIndicator-like icons and menus over DBus to KStatusNotifierItem-based system tray renderers.

If you are looking for an AppIndicator implementation for GTK-4 applications (or other), I'd like to encourage you to help making libayatana-appindicator-glib [2] a new standard (can be used in GTK and Qt applications alike, implementation is using pure Glib-2.0). Currently, there is only one renderer (ayatana-indicator-application), so more work needs to be done on the renderers' side. (One of the next work items here is to get AppIndicator-Glib support working in Lomiri's desktop/windowed mode).

[1] https://github.com/AyatanaIndicators/libayatana-appindicator/releases/ta...
[2] https://github.com/AyatanaIndicators/libayatana-appindicator-glib/

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Colin Watson: Free software activity in May 2026

10 Juni 2026 om 17:10

My Debian contributions this month were all sponsored by Freexian.

You can also support my work directly via Liberapay or GitHub Sponsors.

OpenSSH

I backported various security fixes from 10.3 to trixie, bookworm, bullseye, buster, and stretch. For trixie, I also backported several IPQoS fixes to line up with upstream’s traffic management settings and drop a rather hacky Debian-specific patch; this needed a quick follow-up fix.

I upgraded trixie-backports to 10.3.

I fixed openssh uses pidof but does not depend on procps.

PuTTY

I upgraded from 0.83 to 0.84.

Python packaging

New upstream versions:

  • bitstruct
  • ormar
  • pdm (fixing a build failure)
  • pydantic
  • pydantic-core
  • pydantic-settings
  • pyglet (fixing a build failure)
  • python-asyncssh
  • python-bitarray
  • python-btrees
  • python-build
  • python-certifi
  • python-charset-normalizer (fixing a build failure)
  • python-fakeredis (contributed supporting fix upstream)
  • python-holidays
  • python-jsonschema-path
  • python-memray (fixing a build failure and CVE-2026-32722)
  • python-openapi-schema-validator
  • python-pathable
  • python-persistent
  • python-pyftpdlib
  • python-pytest-run-parallel
  • sorl-thumbnail
  • twisted
  • zope.interface
  • zope.proxy

Other build/test failures:

Other bugs:

I updated python-treq upstream to stop vendoring multipart, now that the packaging issues with that have been sorted out.

Code reviews

Other bits and pieces

I contributed a debian-policy patch to fix several links related to build profiles.

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Vincent Bernat: Blogging with LLMs as a non-native speaker

9 Juni 2026 om 22:15

AI slop is invading the web. A recent story about disallowing LLM-generated submissions on Lobsters triggered a lot of debate. My personal worst offenders are LinkedIn articles with AI-generated images and uninspired articles filled with emojis from people trying to masquerade as experts on a subject they don’t care enough to write themselves. While I am unhappy about this situation, I rely on LLMs for grammar, copyediting, and translation. I don’t see this as a contradiction.

I am a native French speaker, but I blog in both English and French. When I started writing this blog in 2011, I was composing in French and translating to English, but I found it was better to work in the reverse order to avoid unnatural and non-idiomatic constructions. One of my goals is to write “good” English but I never felt it was my strong point.1 For example, verb tenses are often an issue, even if I mostly stick with the present tense. I learn the rules and forget them right away. I also don’t feel like hiring an editor for something I see as a hobby.

As an example, I have kept the history of the successive iterations when writing “Scaling Akvorado BMP RIB with sharding”:

  1. the first draft, authored with the help of a thesaurus,2
  2. the edited copy revised by the copyediting skill,
  3. the translation to French generated with the translation skill, and
  4. the human proofread of the French translation, with minor edits to the English version.

I know that LLMs may alter the author’s voice when editing, but the corrections in the second step are minor. The prompt asks to “apply light stylistic edits,” with some guidance around avoiding passive voice, long sentences, bland verbs, and filler words. It also defines the target audience: technical with a B2 level in English.

In the following excerpt, I used “long time” instead of “long-standing.” The former is missing a hyphen and applies to people—a long-time friend, while the later relates to a situation—a long-standing agreement. I had a hard time understanding the reason of the second change: the LLM prefers a defining relative clause to provide the definition of “RIB sharding.”

As the Internet routing table contains more than 1 million routes, Akvorado needs to scale to tens of millions of routes. This has been a long time long-standing challenge, but I expect this issue is now fixed by using RIB sharding, a method to split that splits the routing database into several parts to enable concurrent updates.

In the next modification, the LLM puts “device” instead of “equipment.” This is correct as “equipment” is an uncountable noun. I know that, but I still fall into this trap.

When Akvorado does not find a route from a specific device, it falls back to a route sent by another equipment device.

I ask the LLM to use “descriptive verbs” and it complies by replacing a multi-word predicate with a lexically rich verb:

The benchmarks demonstrate it has better performance than outperforms other packages, both packages for lookups, insertions, and memory usage.

It also fixes grammar errors. In the next excerpt, a “list of routes” is a singular expression. Moreover, “stored” is a state and I should not use “into” as it expresses a change.

The list of routes for each prefix are is not stored directly into in the prefix tree.

As a last example, consider the following snippet. The “require” verb accepts a noun or an object followed by a to-infinitive. I can’t use it with just a to-infinitive.

An alternative would be to have one prefix tree for each peer but it would require to configure configuring all routers to export their routes.

As someone who didn’t grow up speaking English, I struggle with these grammar rules despite reading a lot of English material.3 French is more complex to get started but more systematic. English is full of irregularities.


On each page, I disclose in the footer whether an AI modified the content. There are three levels:

  • 🧠: no AI or almost no AI (e.g., grammar corrections)
  • ✨: enhanced (e.g., copyediting)
  • 🤖: generated (e.g., translated from another language, even if human-edited)

Hover or tap the icon to reveal the AI’s name and its role in the document.

Screenshot of the footer containing the "sparkles" emoji
Example of AI usage disclosure: Claude Sonnet 4.5 edited this article.

The graph below shows which tool altered each post, year by year. Recently, I applied the grammar skill to past articles. Since 2018, French articles have been translated with the help of DeepL first, then of an LLM. Since 2024, English articles are copyedited.

🖼 Graph showing the AI usage over the years. Each level get its own color.
AI usage over the years. Hover or tap a band for the details.

If you are strongly against any usage of LLMs specifically for writing, I hope you accept my more nuanced position on the usage of these tools as a trade-off to provide clearer and more engaging articles. Years of literature on improving English told us it is important to choose the right word to keep the reader engaged.

[…] Good writing consists of mastering the fundamentals (vocabulary, grammar, the elements of style) and then filling the third level of your toolbox with the right instruments.

Stephen King, On Writing

Note

Unlike other recent articles, I did not use an LLM to edit this post: an unnamed person kindly accepted to proofread it. I translated it to French without using an LLM either.

Update (2026-06)

See the story associated to this post on Lobsters, as well as the article “How developers react to AI-scented blog posts” by Cynthia Dunlop, one of the coauthor of “Writing for Developers.”


  1. I recently read cover to cover “Writing for Developers” and I found it stimulating. Michael Lynch is currently writing “Refactoring English” on the same topic and I have subscribed to the early access. 

  2. I am quite happy with the writing tools provided by Kagi. Both the translate tool and the dictionary are a valuable help to find different wordings. I also lean on Kagi’s research assistant when researching a topic. 

  3. When I was ten, I played Monkey Island 2 in English without having taken any classes. I used a dictionary to translate word by word and I found the irregular verbs confusing—and not in the dictionary. 

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Mike Gabriel: Voxit 1.0 has been released

9 Juni 2026 om 11:45

Official announcement

European Voxit community strengthens digital sovereignty: shared codebase completed.

Read the official announcement at:
https://www.voxit.org/european-voxit-community-strengthens-digital-sover...

The Voxit community and platform development

The Voxit participation platform is originally based on the open source Polis platform developed by The Computational Democracy Project in the United States, but since its establishment in autumn 2025, the European Voxit community has been developing an independent solution, adapted to European needs.

The aim is to create an open source, interoperable and scalable participation infrastructure suited to Europe’s regulatory environment and aligned with democratic values. Through this development work, Voxit is becoming a clearly distinct fork of the original Polis platform – allowing Europe to develop participatory infrastructure at its own pace and according to its own governance needs, while the original Polis project continues to break new ground. This enables Europe to build its own open and trustworthy digital democracy tools, rooted in public governance and European democratic traditions.

Voxit 1.0 source code is now available

The source code for version 1.0 of the European community edition of the Voxit platform has now been published and is openly maintained on GitLab.com at: https://gitlab.com/voxit/voxit#

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Otto Kekäläinen: SpacemiT K3 is a compelling RISC-V AI CPU, but difficult to buy

9 Juni 2026 om 02:00
Featured image of post SpacemiT K3 is a compelling RISC-V AI CPU, but difficult to buy

The RISC-V CPU architecture has been gaining a lot of popularity since it launched in 2014, and now that the industry is standardizing on the RVA23 level that includes vector support as a mandatory extension, we are likely to see a lot more edge- and IoT devices with the ability to run local LLMs at reasonable speed, and most importantly at very compelling prices.

SpacemiT is a Chinese RISC-V CPU manufacturer that launched on May 11th, 2026, their long-anticipated next-gen RISC-V AI chip K3. It is among the earliest RISC-V CPUs that adhere to the RVA23 standard and performance-wise it is quite capable, providing 130 KDMIPS general computing power, 60 TOPS on INT4 which translates to about 15 tokens per second when running a 30 billion parameter large language model.

The aspect that really makes it stand out is:

  • the RISC-V CPU architecture is open source,
  • the price point is within reach of home and small business users and
  • the overall feature set makes it an ideal platform to build local and offline AI systems.

SpacemiT also develops their own Debian-based Linux distribution Bianbu OS, and seems to have collaboration going on with the wider community. Their community site seems active, and they also have a dedicated X account @spacemit_riscv and Reddit account r/spacemit_riscv posting relevant progress info on Linux kernel upstreaming activities. The X account is also responsive, as evidenced by its replies to my questions.

Canonical lists the SpacemiT K3 pico-ITX and K3 CoM260 Kit on its official Ubuntu for RISC-V partner-built hardware page, which strengthens the perception that upstream Linux support is being taken seriously. The SpacemiT folks also gave an interesting talk at the 2026 Ubuntu Summit that includes a peek into their roadmap with future K3, K7 and K9 models.

For technical details, see SpacemiT’s K3 pico-ITX documentation, the Jetson Orin Nano-compatible K3 CoM260 board documentation and documentation of the K3 processor itself.

The SpacemiT K3 pico-ITX board and the K3 CoM260 board side-by-side (not to scale)

Comparing the resellers

SpacemiT does not sell anything directly to consumers. Instead you need to buy a board that includes the K3 chip from an integrator. Currently the main resellers are:

All of the above are Chinese companies that ship to customers both inside and outside China. DeepComputing stands out as the only one that actually has done real integration and ships the K3 on a custom board, while the others simply resell the SpacemiT-produced K3 pico-ITX and K3 CoM260 Kit.

Milk-V

Milk-V is a RISC-V specialized integrator, as the name already implies. They sell the K3 under the name Jupiter2. Of all the K3 pico-ITX reseller product pages, the Jupiter2 presentation is the nicest and most detailed. Unfortunately their order page at arace.tech only states that it is a “pre-order” with no information about shipping schedule, taxes, or other details like what SSD is included (if any). Based on the pictures it does ship with a Milk-V branded case. The 32 GB RAM lists at 504 EUR, which is a very reasonable price. The @MilkV_Official account on X recently promoted the K3.

Documentation and support

As of this writing, the Milk-V Jupiter2 documentation site is just a stub and has no actual content, and only two links to the SpacemiT K3 documentation site. For support there is a web forum with a dedicated Jupiter2 section. There is also a Matrix space, but unlike their other products, there is no dedicated Jupiter (neither v1 nor v2) channel.

Community size and open source involvement

At least one prior Milk-V product was certified by Canonical, which indicates there is some collaboration in progress. Canonical also lists the Milk-V Titan on its official Ubuntu for RISC-V partner-built hardware page.

Sipeed

The Sipeed K3 announcement is well written (in English) with all the relevant details and links to additional PDF manuals. However, their main page at sipeed.com says nothing about the K3, so one must know the subpage URL to access it. They offer both the K3 CoM260 kit compatible with Jetson Orin Nano carrier boards, and the stand-alone K3 pico-ITX-sized motherboard. The CoM260 kit is only 10 USD cheaper than the full pico-ITX motherboard, so choosing the latter is a no-brainer if starting from scratch. The pico-ITX model with 32 GB DDR5 RAM sells for 639 USD. The product page does not mention anything about hard disk size, so you don’t really know exactly what you will be getting if placing an order. There is no indication about case, Wi-Fi antennas or power supply either, so most likely they are not included.

Their store.sipeed.com website does not work at all, and their Taobao and AliExpress stores are not public and only accessible to registered users. The order page also says nothing about shipping time, delivery time, or taxes. The X account @SipeedIO is active and recently posted pictures of shipments in progress.

Documentation and support

The main documentation wiki does not yet have any K3 content at the time of writing. There is a Discord channel for general RISC-V discussion, and their MaixHub also has a discussion board, but I didn’t find anything K3-specific.

Community size and open source involvement

Sipeed has had at least one of their previous devices certified by Canonical, which indicates they are active in the community.

Note that the other RISC-V company SiFive that also has had hardware certified and officially supported by Canonical is a different company, despite the very similar name.

Banana Pi

Banana Pi announced that they offer both the K3 CoM260 kit and the K3 pico-ITX motherboard version. Their product page for the K3 confusingly shows a MediaTek product in the page banner rather than the SpacemiT K3. Based on the product description and the fact they renamed the product as BPI-SM10, it seems to ship with some carrier board. The product pictures look identical to the SpacemiT documentation and there is no picture of the carrier board, and details are very sparse. The pico-ITX version with 8 GB RAM and 128 GB SSD sells for 293 USD and the CoM260 developer kit with the same specs sells for 287 USD and the 32 GB RAM with 128 GB SSD model sells for 595 USD. The shop page shows only five orders so far and items are currently out of stock. As there was no 32 GB RAM version of the pico-ITX available at all, this isn’t an option for me as I want to run 30B parameter models that need the larger memory version.

Of all of these resellers, the Banana Pi website seems the most outdated. It does not have a search feature, it is not mobile-friendly, pictures can’t be pinched to zoom in and so forth. Product names are also almost all identical, and as the product listings only show the beginning of the product name, figuring out what product is what requires extra effort that just makes the online purchase experience plain bad.

Documentation and support

I was only able to find the documentation page for the CoM260 kit, but none for the pico-ITX version. For support there is a forum, but the category list does not show any section for K3, and the forum search prohibits using the search term “k3” as too short.

Community size and open source involvement

Banana Pi has a long history in the ARM single-board computer market, but their presence in the RISC-V ecosystem is still growing. Their X account @sinovoip has posted only once about the K3 and otherwise promotes their ARM boards. However, their community culture page does express a commitment to open hardware in general, but there is no visible K3-specific community activity.

Firefly

Firefly’s K3 product page is comprehensive. Based on the details, they do not offer the K3 pico-ITX variant at all, but only the K3 CoM260 board inside the AIBOX-K3 Firefly RISC-V Edge Mini PC product. This is a feature-complete offering with a Jetson Orin Nano carrier board and case. The AIBOX-K3 with 32 GB RAM and 128 GB SSD in a case sells for 689 USD in their own Firefly.store. Unfortunately it only has HDMI and there is no USB-C with DisplayPort support, which is a deal-breaker for me personally.

Interestingly, Firefly also offers rack-mounted servers with K3 as the CPU.

Documentation and support

The wiki link on the product page is broken. The Firefly wiki does have a section for the AIBOX-K3, but it too has a broken link. It seems that as of the time of writing, there is no wiki section for this product yet.

For support there is a web forum, which does have at least one K3 thread covering guides such as Hermes Agent installation, though broader K3-specific sections are still sparse.

Community size and open source involvement

Firefly’s X account @TeeFirefly has had no posts since 2024, and their GitLab/T-Firefly shows mostly 2024 activity, with only one repository updated in 2025 and nothing in 2026. Historically they have built a moderate community around their ARM-based Rockchip boards, with active forums and wiki contributions for those product lines. Their RISC-V K3 offerings are newer, and likely need a lot more polish to be attractive products overall.

DeepComputing

Last, but certainly not least, is the laptop manufacturer DeepComputing that offers a Framework laptop compatible motherboard with the SpacemiT K3 chip. They also sell the plain motherboard, or with the Cooler Master case, which allows one to easily connect it to an external monitor and keyboard and use it as a desktop computer. The plain board with 32 GB RAM and no SSD sells for about 882 EUR. Shipping of the first batch is expected to start by end of June 2026. Their X account @DeepComputingio promotes this DC-ROMA RISC-V Mainboard III as their flagship product, so they seem to put a lot of effort into it.

The overall product design and packaging seems good. Of all the K3 resellers and integrators that I was able to find, DeepComputing is the only one that actually designs their own boards with the K3 processor, while all the other vendors above are simply reselling the vanilla K3 boards with or without a case.

After reviewing all these options I decided to buy the DC-ROMA RISC-V Mainboard III for Framework Laptop 13 with 32 GB RAM, 1 TB SSD and the Cooler Master case, totalling about 1100 EUR.

Documentation and support

DeepComputing maintains product information for their RISC-V hardware at github.com/DC-DeepComputing/Framework, with documentation of the newest Mainboard III (FML13V05) still being finalized ahead of the first batch shipment. They provide community support through Discord and web forum, although the latter has very little activity.

Community size and open source involvement

DeepComputing has established itself as a pioneer in RISC-V laptops, beginning with the DC-ROMA. I have seen their stand at FOSDEM, which shows they are genuinely active in the open source community. Canonical lists DeepComputing’s first mainboard / FML13V01 on its official Ubuntu for RISC-V partner-built hardware page, and it seems likely that they will continue to collaborate with Canonical with the new model once it ships. While the underlying Linux enablement depends on SpacemiT’s upstream efforts, DeepComputing’s involvement helps bridge the gap between reference hardware and consumer-ready products.

DeepComputing K3 board in the Cooler Master case

Conclusion

After weighing all the options, I ended up placing an order with DeepComputing for their custom K3 board with the Cooler Master case. Despite the premium price, the active community support and the properly documented promise of a complete, working system made it easy to place an order with confidence.

The SpacemiT K3 is poised to be one of the most significant RISC-V chips for local AI workloads, thanks to its RVA23 compliance and high tokens per second potential. Yet the buying experience in mid-2026 remains fragmented and incomplete. Hopefully this is just because the product is new, and they will get the purchase experience polished soon.

What struck me most during this process was how poor the customer experience is across nearly all of these vendor websites: broken links, missing search functions, outdated product banners, pages that show the wrong product entirely, and no information about shipping times, stock levels, taxes, and so on. One wonders why these companies don’t fully invest in their web presence.

Personally I would assume they likely have enough customers already, primarily through domestic channels like Taobao and JD.com, that they do not feel any pressure to improve their international-facing sites. However, I did also review what was offered on Taobao, and the product details were very incomplete there too. Taobao, however, has a built-in live chat with almost all sellers, which can be used to ask questions and thus compensate for missing product details.

I don’t fully understand why the sales process seems unpolished. The websites feel almost like an afterthought – a checkbox to claim global reach while the real business apparently happens elsewhere via closed platforms or via inaccessible reseller channels. It is a frustrating reminder that in the RISC-V hardware world, the technology may be open and global, but the purchase experience is less so.

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Dirk Eddelbuettel: RQuantLib 0.4.27 on CRAN: Small Extension

7 Juni 2026 om 16:44

A new minor release 0.4.27 of RQuantLib, the first in over a year, arrived on CRAN a couple of minutes ago, has just now been uploaded to Debian, and is being built for r2u as well.

QuantLib is a rather comprehensice free/open-source library for quantitative finance. RQuantLib connects (some parts of) it to the R environment and language, and has been part of CRAN for nearly twenty-three years (!!) as it was one of the first packages I uploaded to CRAN.

This release of RQuantLib brings an update to the interface for all equity options, vanilla and exotics as well as implied volatilities. We now support the option maturity via either an actual maturity date, or the (fractional business-day years) numeric. This uses a clever little Rcpp trick I should discuss in a separate blog post. We also re-ran compileAttributes() to re-create the RcppExports.cpp file now using a slightly improved way of calling Rf_error for an ongoing Rcpp transition, and did some more standard maintenance. The details from the NEWS file follow as usual.

Changes in RQuantLib version 0.4.27 (2026-06-07)

  • All equity option functions can now take either a (fractional) time span to expiry or a given date, and accept a daycounter setter.

  • Two very old schedule helpers had a superfluous try/catch removed.

  • The continuous integration setup received a minor update.

  • The RcppExports.cpp file was updated to aid a Rcpp transition.

Courtesy of my CRANberries, there is also a diffstat report for the this release. As always, more detailed information is on the RQuantLib page. Questions, comments etc should go to the rquantlib-devel mailing list. Issue tickets can be filed at the GitHub repo.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. If you like this or other open-source work I do, you can now sponsor me at GitHub.

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Vasudev Kamath: debsecan-mcp v0.1.2 released to PyPI

7 Juni 2026 om 14:49

I finally carved out some time today to prepare and release debsecan-mcp v0.1.2 to PyPI. During this release, I integrated PyPI's trusted publisher mechanism, which authenticates directly via GitHub Actions and eliminates the need for manual uploads or static API tokens.

What is New?

There are no feature updates in this release; the changes are strictly focused on PyPI publishing requirements. This was handled entirely within the Antigravity IDE.

The primary change replaces the python-apt dependency with python-debian for version comparison. PyPI rejects packages that reference external Git repositories, and python-apt lacks an official PyPI release. The original python-apt logic remains intact: if the system has python-apt installed, the server defaults to it. Otherwise, it falls back to the comparison logic implemented via the python-debian NativeVersion class.

What Next?

The next release will introduce a standalone CLI utility called debvulns. It mirrors debsecan functionality but surfaces the cleaner, richer vulnerability data already implemented in debsecan-mcp. The code is written, and I will release it once testing is complete.

I also owe a post explaining my rationale for designing a CLI utility alongside the MCP server, and my broader thoughts on CLI vs. MCP workflows. I aim to publish that next week.

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Steinar H. Gunderson: Hyperpersonal open source

7 Juni 2026 om 10:15

A while back, I got my first subwoofer (a surprisingly nice addition to the movie experience, just like rear speakers were). But I live in an apartment, and I don't want to annoy my neighbors at night (the speaker cone points literally down into the floor, and I have no idea how much my neighbors get to share in my enjoyment). So, what to do?

It turns out my receiver supports a sort-of documented serial protocol; it doesn't have an actual serial port, but you can telnet into it (only one session at a time!) and get the same two-way stream. (It also has a HTTP version which I find less useful.) So this allows me to impose my own policy, and of course, doing it via an existing Home Assistant adapter or something was no fun and also thoroughly frustrating, so I saw it as an opportunity to keep maintaining my low-key Rust skills. (No, no LLM code generation. If I'm going to spend time on this, at least I can learn something myself. I think I asked one for code critique at some point, but I can't remember.)

The policy is roughly: If I'm watching TV after 22:00, then the subwoofer is either turned off (if possible) or turned down -12 dB (the maximum). But if I'm watching a Blu-ray or another input like that, that's presumably a conscious tradeoff I've made and things are left at normal. Everything gets a bit more complicated by the fact that the receiver tends to lose state when doing certain switches, and when it boots, it takes a minute or two before Telnet responds, and when it shuts down, it goes into this weird limbo state where it doesn't respond to anything but the TCP connection seems still up.

And then I figured out I also wanted to dim the display when watching movies (again, only certain inputs), but not for a couple of seconds after making any adjustments. And after doing that, I figured that my access point LED should also be turned off, which happens to be some SNMP writable stuff against the Cisco wireless controller it hangs on.

So, if you have a Denon or Marantz AVR, a Cisco access point on a controller, and my exact preferences about what to do about the subwoofer, then you are free to download and use my software to impose that policy. It is “is distributed in the hope that it will be useful”, as one says. If you have IPv6.

  •  

Thorsten Alteholz: My Debian Activities in May 2026

7 Juni 2026 om 09:15

Debian LTS/ELTS

This was my hundred-forty-third month that I did some work for the Debian LTS initiative, started by Raphael Hertzog at Freexian.

During my allocated time I uploaded or worked on:

  • [DLA 4580-1] exim4 security update to fix one CVE related to remote code execution.
  • [DLA 4591-1] rsync security update to fix five CVEs related to local root privilege escalation.
  • [#1134340] trixie-pu bug for libcoap3 to fix two CVEs in Trixie; the debdiff was confirmed and the upload was accepted to the proposed update queue.
  • [#1126167] bookworm-pu upload of zvbi has been flagged for acceptance
  • [#1126273] bookworm-pu upload of taglib has been flagged for acceptance
  • [#1126370] bookworm-pu upload of libuev has been flagged for acceptance
  • [hplip] upload to sid to fix two CVEs.

This was a rather strange month. The details about the embargoed exim4 issue arrived only after I already went to bed and the embargo lift was 18 hours later. Luckily Stretch was not really affected and the uploads for Bullseye and Buster went out on time.

Something similar happened with the embargoed issue of rsync. The info arrived at 8:00 in the morning and the embargo lift was on 2:00 next morning. From an Europeans point of view, the Australians do have strange time zones. But there is more to this than that. Upstream sent more than 50(!) patches for these five CVEs that needed a backport to Bullseye. As things turned out, there is a regression in the upload to Unstable and investigations are ongoing whether this regression is also available in the backported patches for Trixie, Bookworm and Bullseye. So rsync-updates for Buster and Stretch is in the works, but I am afraid they need some more time.

All good things come by threes. Two critical CVEs of hplip appeared and a new upstream version was released by HP. HP is no longer interested in working with distributions and over time more than 80 patches have been accumulated that need a rebase for a new upstream version. For that reason I avoid this package as much as I can, but two critical CVEs did apply some kind of pressure on the maintainer. So I finally managed to do this update and the latest version of hplip is now in Debian. Nevertheless, this feels good :-). Anyway, it is not over yet. HP does not have a public repository nor do they publish patches for these CVEs. So I am still searching for the correct fixes to backport them to Bullseye, Buster and Stretch. The other distributions have the same problem and a silver lining appears on the horizon.

I also prepared an update of gimp for Buster and Stretch, but due to an accident I only managed to release the corresponing ELA in June. The accident was also the reason for only half a week of FD. Thanks to Daniel who took over.

Debian Printing

This month I uploaded a new upstream versions:

This work is generously funded by Freexian!

Debian Lomiri

This month I continued to work on unifying packaging on Debian and Ubuntu. This makes it easier to work on those packages independent of the used platform.

This work is generously funded by Fre(i)e Software GmbH!

Debian Astro

This month I uploaded a new upstream version or a bugfix version of:

Debian IoT

This month I uploaded a new upstream version or a bugfix version of:

misc

This month I uploaded a new upstream version or a bugfix version of:

I also got rid of gypsy, which no longer makes sense to maintain in Debian, as gpsd is way better.

  •  

Steve McIntyre: Secure Boot and Microsoft CA Rollover - user-facing documentation

5 Juni 2026 om 19:20

I previously wrote some advice for developers and distributions about the upcoming Microsoft CA Rollover, and I hope that was useful for people.

I've now also added some user-facing documentation about the CA rollover in the Debian wiki at https://wiki.debian.org/SecureBoot/CAChanges. I've added guidance on managing certificate updates on Debian systems: how to check if a system needs those updates and various ways to make them happen. If you're running Secure Boot systems, this may be important for you.

While the same event is the primary cause for these docs, they're designed for different people. Again, I hope this new doc is helpful!

  •  

Russell Coker: CPUs and Debian Package Building

5 Juni 2026 om 09:31

Introduction

I have just bought a HP Z4 G4 with W-2125 CPU for $320 and I decided it was a good time to do some benchmarks on Debian package building to see which system I should use for that.

The W-2125 CPU scores only 9,954 on the passmark multithread test but scores 2,546 on single thread [1]. Passmark seems to have some limitations as the only DDR3 system that’s important to me at the moment (the HP Z420 workstation my parents use which cost me $750 in 2021) with a E5-2620 CPU scoring 5,325 for multithread and 1,113 for single thread [2]. From the passmark results one would expect that the system is slightly more than twice as fast as the Z420 for operations that involve less than 4 CPU cores.

For the initial tests of the Z4 G4 I ran them with hyper-threading enabled as 4 cores isn’t much by today’s standards and also the machine in question is going to be less exposed to hostile data and contain less secret data than most of my systems so the security risks of hyper-threading are less of a concern.

I did some tests with a couple of tasks that are very important to me, building SE Linux policy packages (something I may do a dozen times in a day) and building Warzone 2100 (which I do less often but is the most intensive build process I regularly run). At the bottom of this post there are tables with the results from building these packages on my Z640 workstation with a E5-2696 v4 CPU [3], the Z420, and the new machine.

For the Warzone 2100 package I tested building on my Z840 dual CPU system [4]. I didn’t test building the SE Linux policy on the Z840 this time because that package can’t take advantage of even 22 cores. When I initially got the Z840 running it built the policy packages faster because the Z640 had an older CPU that was slower for single core operations than the CPUs in the Z840.

BTRFS Compression

For some time I have noticed significant differences in compile time on my workstation, a factor of more than 2. I did more tests and noticed that “top” showed something like the following, those kernel threads are all BTRFS related, except for “gfx” which is probably something graphical caused by running Chrome with about 300 tabs open.

2144316 root      20   0       0      0      0 I  26.6   0.0   0:36.76 kworker/u88:20-btrfs-endio-write                                                                                                                                                                             
2221470 root      20   0       0      0      0 I  23.7   0.0   0:01.85 kworker/u88:12-gfx                                                                                                                                                                                           
2221436 root      20   0       0      0      0 I  15.1   0.0   0:07.48 kworker/u88:8-btrfs-compressed-write                                                                                                                                                                         
2166191 root      20   0       0      0      0 I  12.8   0.0   0:15.80 kworker/u88:23-btrfs-compressed-write                                                                                                                                                                        
2126387 root      20   0       0      0      0 I  10.2   0.0   1:29.11 kworker/u88:4-events_unbound 

I had been running BTRFS with the mount option “compress=zstd:15” which caused much of the performance problems when building. It was also a random performance issue which I think happened due to the BTRFS 30 second write-back sometimes taking more than 30 seconds during the build process which then caused a second write-back.

I did tests on ZSTD compression levels 5, 8, 10, and 15. 15 was never good and often really bad. 10 was not unbearable but consistently slower. 8 was sometimes as fast as 5 and sometimes quite a bit slower. I didn’t test levels below 5 because I need to have some compression and it seemed that the benefits of reducing compression were dropping off below 8.

I found that the BTRFS compression delay is not counted in system time for the process. I think it’s the fsync() system calls in the semodule and dpkg-deb programs that cause the delays related to BTRFS compression waiting for kernel threads.

BOINC

I have all my systems other than laptops running BOINC in the background so that CPU power is used for scientific research when I don’t have any personal use for it [5]. I believe that it’s immoral to waste CPU power when it could be used for research.

In the below table which has test results from building the package with and without BOINC, and with different ZSTD compression levels in BTRFS all the worst entries were from when BOINC was running apart from one where ZSTD level 15 compression was used. The really poor performance with ZSTD level 15 was an outlier, but it wasn’t an uncommon outlier so I left it in.

Running BOINC in the background configured to use all CPU cores caused a significant increase in “user CPU time” (the time a CPU core spent actually running the program). My initial thought was that it’s partly related to “turbo boost”.

The Intel ARK page for the CPU in the Z420 shows that it’s main clock speed is 2.0GHz with a 2.5GHz “turbo boost” [6]. The “turbo boost” is apparently largely based on temperature and apparently limited to one core, so if the other CPU cores are all being used then the CPU will probably be too hot to have the turbo boost and if it happens it might not happen for my compile processes.

The ARK page for the E5-2699 v4 (which is a similar CPU to the E5-2696 v4 that I’m using but is officially documented by Intel) [7] shows that it has a base clock speed of 2.2GHz and a turbo boost speed of 3.6 GHz. 322 vs 244 seconds of user CPU time means running 32% slower which can plausibly be explained by the lack of a 64% turbo boost with a bit of help from the 55MB L3 cache being thrashed.

Turbo boost would only be a noticeable issue for building packages like the SE Linux policy packages which doesn’t take much advantage of multi-core CPUs. For a build process to average at best 362% CPU use there has to be large parts of the process that are limited to one or two cores which can potentially give a benefit from turbo-boost.

When building the Warzone 2100 packages most of the build time is running basis-universal which is a multi-threaded program to compress GPU texture data. This usually causes a load average of 300+ on the Z640 or 600+ on the Z840. But the build time is still increased by more than 50% on both the Z640 and the Z840 when BOINC is running in the background, which seems to be an indication that it’s not related to turbo boost. I verified that BOINC is running at IDLE schedule priority with the following command:

# chrt -p $(pidof -s einstein_O4MD_2.01_x86_64-pc-linux-gnu)
pid 2974874's current scheduling policy: SCHED_IDLE
pid 2974874's current scheduling priority: 0

In theory this means that BOINC won’t affect foreground processes.

Hyper Threading on the W-2125

The best claims I’ve seen about HT are 15% to 30% performance boost. The best I’ve actually seen in the past is about 18%. Seeing a 10% benefit for building Warzone 2100 is at the low end of the range I expected. 8 virtual cores is not many for a build process that causes a load average of 600+ when running on a system with 44 real cores.

I was surprised to see a 6% performance benefit in hyper-threading for building the SE Linux policy as I didn’t think there was enough use of threading or multiple processes to allow that.

Many build scripts use a number of processes that match the number of apparent CPU cores. While “make -j 88” might give a theoretical performance benefit on a 44 core system it will also take a lot of RAM and any paging will outweigh the benefits of hyper-threading. On a system with only 4 real cores there’s less potential for using too much RAM and as security isn’t so important on that system I will leave it on.

Comparing the CPUs

The best results of the Z640 and Z4G4 are only 50% faster than the best results of the Z420.

The Z420 has a E5-2620 CPU which is far from the fastest CPU available for that system – the E5-2687W has 8 cores and rates 10,021/1,669 on passmark [8] which is far better than the 5,331/1,114 the E5-2620. The E5-2687W is the fastest CPU that HP lists as supported by the Z420 and it supports DDR3-1666 RAM as opposed to the DDR3-1333 that is the fastest that the E5-2620 supports. With suitable hardware upgrades the Z420 would probably only take about 20% longer to do builds of the SE Linux policy and other packages that can’t take advantage of more than 8 CPU cores.

The Z4G4 system has 4 RAM channels which means that you should get some performance benefits from having 4 DIMMs, my system currently has 2 and I haven’t yet managed to get more DDR4-2666 DIMMs. But I’d still expected a W-2125 CPU with 2*DDR4-2666 DIMMs outperform any E5-26xx CPU with 4*DDR4-DDR-2400 DIMMs for tasks that average less than 4 CPU cores.

In retrospect I would have been better off getting a HP Z820 (two socket server with DDR3 RAM) than the first DDR4 systems I got. It seems that for reasonable size builds a two socket system comes close to twice the speed of a single socket system. I did briefly own a HP ML350 two CPU system with DDR3 RAM but it was too noisy for my intended use as a deskside workstation so I sold it.

Things to Investigate

I plan to do more investigation on BTRFS compression, how to get the best compression without excessive delays and how to recognise when delays are happening. I have some SSDs that have sustained write speeds as low as 15MB/s (Crucial P1 series) so for those I could probably have very high compression levels without slowing the system down.

The fact that BIONC slows things down so much seems to be a bug. When processes are running with the IDLE scheduling class there shouldn’t be such significant delays. Is it due to cache thrashing? How can I best get BOINC suitably throttled when I’m sitting at my workstation, I don’t want BOINC connecting to the local X server (which it repeatedly tries to do). Do I need to tune my kernel for better handling of IDLE scheduling?

When I get more DIMMs in the Z4G4 I need to do more tests to see if it gives an overall performance boost.

Also the Z4G4 system has a BIOS option for “sub NUMA” which basically means treating the different RAM channels on a single CPU as NUMA zones, I enabled that option which does nothing presumably because I only have 2 DIMMs, the results when I have 4 DIMMs will be interesting. I will also do some NUMA tests on the Z840 to see what benefits it gives.

I have a selection of RAM speeds that will work in the Z4G4, if I have enough spare time I’ll test what difference that makes for CPU bound tasks that matter to me.

For package building fsync() is not helpful, if the system crashes before it’s done then I will just do the build again. For a build cluster it is probably a good feature and probably doesn’t affect aggregate performance when multiple packages are built at the same time, but for the single user case probably not. I will investigate libeatmydata for package building [9].

Conclusion

The progress in CPUs seems to have slowed down a lot recently. The main benefits seem to be in more CPU cores and for newer sockets with more RAM channels.

The CPUs that do have improvements in single core performance are the i9 series (which mostly doesn’t come with motherboards supporting ECC) and AMD CPUs (which is rare in enterprise class hardware). Maybe I should get a server with an i9 or AMD CPU for tasks that need a fast turn around with a small number of cores. That would probably outperform any CPU designed for large core counts for things like building the policy and setting up test VMs (which depends on package installation speed that is single core bottlenecked).

The W-21xx CPUs seem to offer little benefit over the E5-26xxv4 CPUs and not a lot of benefit over E5-26xx CPUs (with DDR3). Even the W-22xx CPUs look like they aren’t going to offer a lot as they are only an incremental improvement over the W-21xx series. I had considered making the Z4G4 my main desktop workstation after the high end W CPUs become affordable, but it looks like that won’t be worth it until such CPUs drop from the current ebay price of $900 to $100.

I think I’ll keep waiting for a decent socket LGA3647 or DDR5 based server [10] for my next significant upgrade.

Tables

Building SE Linux Refpolicy

System BOINC Compression CPU Time Elapsed CPU%
Z640 no 8 248.82user 55.58system 1:23.88elapsed 362%CPU
Z4G4 no 5 245.15user 34.63system 1:24.93elapsed 329%CPU
Z640 no 5 244.75user 34.87system 1:25.98elapsed 325%CPU
Z4G4 no 10 245.21user 35.64system 1:29.63elapsed 313%CPU
Z640 no 8 248.71user 55.90system 1:33.01elapsed 327%CPU
Z640 no 10 250.90user 55.78system 1:42.12elapsed 300%CPU
Z640 yes 8 298.19user 69.30system 1:59.77elapsed 306%CPU
Z640 yes 10 300.58user 68.90system 2:01.53elapsed 304%CPU
Z420 no 5 359.01user 44.95system 2:07.33elapsed 317%CPU
Z640 yes 5 322.40user 71.82system 2:34.66elapsed 254%CPU
Z420 yes 5 372.03user 42.95system 2:42.15elapsed 255%CPU
Z640 yes 15 299.26user 67.18system 2:59.77elapsed 203%CPU
Z640 no 15 250.05user 54.60system 3:07.61elapsed 162%CPU

Building Warzone 2100

System BOINC Compression CPU Time Elapsed CPU%
Z840 no 10 6549.21user 89.46system 4:18.90elapsed 2564%CPU
Z840 no 5 6533.81user 90.50system 4:19.24elapsed 2555%CPU
Z640 no 5 7040.87user 183.12system 7:13.50elapsed 1666%CPU
Z840 yes 5 8039.52user 169.62system 8:02.86elapsed 1700%CPU
Z640 yes 5 7486.44user 205.03system 11:09.97elapsed 1148%CPU
Z4G4 no 5 7891.32user 74.45system 17:48.03elapsed 745%CPU
Z4G4 no 10 7942.10user 77.43system 17:58.72elapsed 743%CPU

Hyper-Threading

Build HT Compression CPU Time Elapsed CPU%
Warzone yes 5 7891.32user 74.45system 17:48.03elapsed 745%CPU
Warzone yes 10 7942.10user 77.43system 17:58.72elapsed 743%CPU
Warzone no 5 4492.45user 59.09system 19:59.01elapsed 379%CPU
Warzone no 10 4497.28user 59.46system 20:07.15elapsed 377%CPU
Refpolicy yes 5 245.15user 34.63system 1:24.93elapsed 329%CPU
Refpolicy yes 10 245.21user 35.64system 1:29.63elapsed 313%CPU
Refpolicy no 5 180.84user 29.74system 1:32.30elapsed 228%CPU
Refpolicy no 10 180.29user 30.07system 1:35.01elapsed 221%CPU

Related posts:

  1. HP z840 Many PCs with DDR4 RAM have started going cheap on...
  2. Firebuild After reading Bálint’s blog post about Firebuild (a compile cache)...
  3. Matching Intel CPUs To run a SMP system with multiple CPUs you need...
  •  

Birger Schacht: Status update, May 2026

5 Juni 2026 om 07:28

Debian Related Work

  • Uploaded labwc 0.9.7-1 to unstable; labwc 0.20 was released upstream since then, but it requires wlroots 0.20.1 which has not landed in Debian yet
  • Uploaded usbguard 1.1.4+ds-3 & 1.1.4+ds-4: cleaned up the packaging and fixed some long standing issues with the configuration; the legacy permission system isn’t the default anymore
  • Uploaded foot 1.27.0-1 to unstable
  • Uploaded scdoc 1.11.4-2 to unstable
  • Uploaded cage 0.3.0-2 to unstable
  • Uploaded sway 1.12~rc3-2 to unstable; on the same day sway 1.12 was released and I uploaded 1.12-1 to unstable
  • Uploaded swayimg 5.2-1 to unstable
  • Uploaded git-quick-stats 2.11.0-1 to unstable
  • Uploaded grim 1.5.0+ds-1 to unstable

DH Related Work

A big chunk of my DH related work went into designing & implementing a search app for the APIS framework. Our goal is to have a way of searching over various types of Django models. The app introduces a search model that indexes all registered models. We use a combination of PostgreSQLs full text search and Trigram Similarity to find the search results. Using a SearchVectorField and GinIndices for the trigram indexed fields we can reach a somewhat acceptable performance.

We released versions 0.63 and 0.64 of the APIS framework. The 0.63 release introduced the new entities app, which will soon hopefully replace the legacy apis_entities & apis_metainfo modules. Version 0.64 moved some logic from the legacy modules the entities module.

We made some progress in defining the endpoints for the PFP API.

  •  

Reproducible Builds: Reproducible Builds in May 2026

4 Juni 2026 om 21:12

Welcome to the May 2026 report from the Reproducible Builds project.

These reports outline what we’ve been up to over the past month, highlighting items of news from elsewhere in the increasingly-important area of software supply-chain security. As ever, if you are interested in contributing to the Reproducible Builds project, please see the Contribute page on our website.

In this month’s report, we cover:

  1. Debian to ship reproducible packages in forky and beyond
  2. Holger Levsen on reproducing official Debian packages
  3. Reproducible Builds 2026 summit to be held in Gothenburg, Sweden
  4. Kettle: Attested Builds for Verifiable Software
  5. New rebuilderd version announced
  6. Reproducible open source messengers
  7. Distribution work
  8. Misc news
  9. Patches
  10. Documentation updates


Debian to ship reproducible packages in forky and beyond

In a huge change in Debian’s reproducibility policy, the Debian Release Team announced that:

… we’ve decided it’s time to say that Debian must ship reproducible packages. Since yesterday, we have enabled our migration software to block migration of new packages that can’t be reproduced [on reproduce.debian.net] or existing packages in testing that regress in reproducibility.

That is to say, if newly-uploaded packages are not reproducible, they won’t be considered candidates for inclusion in the next stable release of Debian codenamed forky. (Some exceptions may be granted.)

This news generated a number of articles and comments in various news outlets:


Holger Levsen on reproducing official Debian packages

Reproducible Builds developer Holger Levsen gave a talk at the 2026 Hamburg MiniDebconf this year on the topic of reproduce.debian.net - reproducing what is distributed from ftp.d.o.

Holger’s talk announced that Debian intends to ship only reproducible packages in forky and beyond (see above), but also talked more broadly about reproducible builds, our testing framework and the Debian archive. That is to say, moving away from testing whether a package is reproducible in a theoretical sense (eg. whether we can build it twice in different environments and achieve the same result in our test system), and attempting to reproduce the same .deb files in the official Debian archive itself. This small-sounding distinction is actually essential, as this is the only means through which the reproducible builds technique can determine whether build systems are compromised are not.

A video (32m37s) of the talk is available, as are Holger’s slides.


Reproducible Builds 2026 summit to be held in Gothenburg, Sweden

As initially announced in March 2026, we will be having our yearly Reproducible Builds summit 2026 in Gothenburg Sweden, from September 22 until 24, followed by two days of hacking!

Further information will be provided on our website and on the rb-general mailing list very soon.


Kettle: Attested Builds for Verifiable Software

André Arko and Amean Asad published a paper this month on Kettle, a build system that “produces cryptographically verifiable provenance for software built inside Trusted Execution Environments”:

A Kettle build records the source commit, dependency set, toolchain, build environment and output artifact digests in a provenance document produced inside a measured confidential VM. The SHA-256 digest of that document is committed to the TEE platform’s attestation report-data field, so the hardware-signed attestation report is itself the signature on the provenance, with the signing identity chaining to the TEE manufacturer’s root of trust rather than to the build infrastructure operator. Because the CVM image is itself reproducible, its launch measurement is public and stable, which lets a build requester pre-attest the CVM before submitting any input and optionally deliver source over a TLS channel terminated inside it, so the build runs end-to-end confidentially without the host ever seeing source code in plaintext.

A PDF of the paper is available online.


New rebuilderd version announced

rebuilderd, our server designed for monitoring the official package repositories of Linux distributions and attempt to reproduce the observed results there; it powers, amongst other things, reproduce.debian.net.

A new version, 0.27.0, was released this month, with the following headline changes:

  • Improved .udeb support
  • Breaking changes in pkg sync configuration
  • Manual cleanup needed for Arch Linux instances

As kpcyrd’s announcement mentions:

The new rebuilderd package is currently available in the extra-testing repository. Note the Arch Linux package is upgraded from v0.25.0 from v0.27.0; please be patient with the database migrations on first restart, and make yourself familiar with the breaking changes in v0.26.0 too.


Reproducible open source messengers

GitHub developer BarbossHack is maintaining an repository/page on GitHub to “track reproducibility status of open source messengers”.


Distribution work

In Debian this month, the loong64 architecture was added to reproduce.debian.net. This is a 64-bit Reduced Instruction Set Computer (RISC) instruction set architecture developed by Loongson.

Vagrant Cascadian performed Non-Maintainer Uploads (NMUs) in Debian for several packages with outstanding patches over a year old. These included rocdbgapi, onevpl-intel-gpu, python-pytest-shell-utilities, python-mt-940 and pympress.

On tests.reproducible-builds.org, Vagrant Cascadian fixed the huge spike in build failures by adding passwd to the base tarballs, and re-enabled building gcc and binutils packages with PGO (Profile Guided Optimization) and LTO (Link Time Optimization) to avoid giving a false sense of reproducibility.

Inconsistencies on the reproducibility of the condor package were brought up on the Debian reproducible-builds mailing list. Following a hunch, Vagrant Cascadian eventually identified the issue was related to embedded kernel versions which was then fixed upstream and fixed in Debian as well.

Lastly, 40 reviews of Debian packages were added, 68 were updated and 75 were removed this month adding to our knowledge about identified issues. A number of issue types were updated, such as the addition of a new sphinx_reading_durations toolchain issue [], a golang_mango_generates_manpages_with_build_date issue [] and a random_offset_id_in_cython_linetrace []. In addition, the timestamps_in_qhc issue was “refocused” to timestamps_in_qhc [].


In Fedora, Jelle van der Waa submitted a request for an official Fedora rebuilderd package which was reviewed by Neal Gompa.


Lastly, Bernhard M. Wiedemann posted another openSUSE monthly update for their reproducibility work there.


Misc news

On our mailing list this month:


Patches

The Reproducible Builds project detects, dissects and attempts to fix as many currently-unreproducible packages as possible. We endeavour to send all of our patches upstream where applicable or possible. This month, we wrote a large number of such patches, including:


Documentation updates





Finally, if you are interested in contributing to the Reproducible Builds project, please visit our Contribute page on our website. However, you can get in touch with us via:

  •  

Jonathan Dowland: mount namespace for backup jobs (by hand)

4 Juni 2026 om 12:15

It's been ten years since I configured mount on demand backups to reduce the risk of my backups being zapped by mistake. Way back then I wanted to go one step further and use dedicated mount namespaces for backup jobs, but systemd didn't provide the necessary support (and still doesn't, despite the promisingly-named JoinsNameSpaceOf= configuration option.)

I recently updated my setup to achieve this by hand. All backup jobs now have an extra pre-start instruction ExecStartPre=mkbackupns which runs a shell script to either set up a persistent mount namespace, or exit quietly if it already exists.

#!/bin/bash
set -euo pipefail

nsdir=/var/namespaces
nsfile=$nsdir/backup
nsfilex="$(echo $nsfile | sed 's#/#\\/#'g)"

private_propagation() {
    findmnt -o+PROPAGATION "$nsdir" | grep -q private
}
nsfs_is_mounted() {
    test "nsfs" = "$(awk "/$nsfilex/ { print \$3 }" /proc/mounts)"
}

if ! nsfs_is_mounted; then

    if ! private_propagation; then
        mkdir -p "$nsdir"
        mount --bind --make-private "$nsdir" "$nsdir"
    fi

    touch "$nsfile"
    unshare --mount="$nsfile" true

    nsenter --mount=/var/namespaces/backup mount /dev/phobos_backup/backup /backup
fi

I should note that I don't have the backup filesystem described in /etc/fstab to reduce the risk of it being mounted errantly in the main namespace.

The other change is to prefix an invocation of nsenter for every backup job command. E.g.:

ExecStart=/usr/bin/nsenter \
        --mount=/var/namespaces/backup \
        borgmatic -v 1 prune create

next steps

My backup scheme has lasted a decade with few tweaks (I moved it to Borg in 2020) which I am very grateful for. I want reliable, boring and robust.

Persistent mount namespaces are a lot less convoluted if you have a persistent process to associate them with. I didn't, but a subsequent improvement I am making is introducing one, so I will likely simplify the above accordingly.

  •  

Ben Hutchings: FOSS activity in May 2026

2 Juni 2026 om 16:17

This was a particularly busy month for me in terms of Debian contributions.

It started with a week in Hamburg for the MiniDebConf. I talked to many colleagues face-to-face and worked on various bugs and maintenance tasks. I’m pleased to have finally found the time to reproduce and fix the boot-time crashes in the parallel port subsystem that have been reported many times recently.

A series of easily exploited kernel LPE (local privilege execution) issues were published this month, mostly with very little coordination with distributions. Salvatore and I had to upload fixes for these at roughly weekly intervals. All of these fixes needed to be applied to 4 different upstream branches (currently 5.10, 6.1, 6.12, and 7.0) and 7 Debian branches (including backports).

  •  

Emmanuel Kasper: Running Linux i386 binary (steamcmd) via debootstrap foreign chroot

3 Juni 2026 om 10:50

The Steam command line client, which I need to download the game data for the Doom3 BFG shooter, is only available as an Linux i386 binary. As my main home computer is an arm64 box, this could be an issue, but today we have no less than three different ways to run a Linux i386 binary on arm64: Fex, Box32/64 and the older qemu-user mode. According to the Box64 benchmarks, qemu-user is the slowest of the three. But since this is only to run a command line tool downloader, where network speed is the bottleneck, this doesn’t matter a lot.

Running steamcmd outside of a chroot via qemu-user and dpkg multiarch support was failing me with the error i386-binfmt-P: Could not open '/lib/ld-linux.so.2': No such file or directory even after installing the i386 libc. So I went the way of qemu-user and a chroot environment, a bit more convoluted but I can run any i386 binaries there in the future.

Create a debian-i386 chroot environment via deboostrap:

$ sudo apt install qemu-user qemu-user-binfmt debootstrap
$ fakeroot debootstrap --foreign --arch=i386 debian-i386
$ sudo chroot debian-i386
# inside the chroot 
# /debootstrap/debootstrap --second-stage 
# exit

Add needed mounts to run binaries inside the chroot:

$ sudo mount --bind /dev/ debian-i386/dev/
$ sudo mount --bind /dev/pts debian-i386/dev/pts
$ sudo mount -t proc none  debian-i386/proc/

Install steamcmd in the chroot client:

$ sudo chroot debian-i386

# export LANG=C
# cat /etc/apt/sources.list
deb http://deb.debian.org/debian stable main contrib non-free
# apt update && apt install --yes steamcmd 
# useradd --create-home --shell /bin/bash steam
# su - steam
$ steamcmd 
... will download an updated version of the tool, and print a lot of tracing information

Steam> quit

From now on you can follow the Doom3 BFG instructions to download the game data.

Once you exit the chroot, the game data will be available at debian-i386/home/steam/

  •  

Ben Hutchings: FOSS activity in 2025

2 Juni 2026 om 16:17

This was a particularly busy month for me in terms of Debian contributions.

It started with a week in Hamburg for the MiniDebConf. I talked to many colleagues face-to-face and worked on various bugs and maintenance tasks. I’m pleased to have finally found the time to reproduce and fix the boot-time crashes in the parallel port subsystem that have been reported many times recently.

A series of easily exploited kernel LPE (local privilege execution) issues were published this month, mostly with very little coordination with distributions. Salvatore and I had to upload fixes for these at roughly weekly intervals. All of these fixes needed to be applied to 4 different upstream branches (currently 5.10, 6.1, 6.12, and 7.0) and 7 Debian branches (including backports).

  •  

Amin Bandali: Free software activities in May 2026

1 Juni 2026 om 04:30

Hello and welcome to my May 2026 free software activities report. A lot's been going on in my life offline so I took a bit of a hiatus from doing these reports, but I've had a fairly productive month of May so I thought it'd be nice to do another one for this month.

GNU & FSF

  • GNU Emacs:
    • ffs-0.2.2: I finally polished and published my ffs package for GNU Emacs on GNU ELPA. Many thanks to Protesilaos for rounds of code review and feedback for improving and polishing the package in preparation for submission to GNU ELPA.
    • bug#81101: Trying to visit https://www.emacswiki.org in EWW I noticed it fails with a Somebody wants you to give them money error due to the anti-bot challenge being served with a HTTP 402 (Payment Required) response. So I landed a patch 12eec781ed6 to no longer do that. Thanks to Emacs comaintainer Sean Whitton for reviewing and approving my proposed patch.
    • bug#81107: I noticed that in EWW, unlike <input type="submit"> HTML buttons, <button> elements were not tab-stoppable, leading to poorer usability and accessibility. So I landed a patch ec3d662de0b to fix that. Thanks to Emacs comaintainer Eli Zaretskii for reviewing, providing feedback, and accepting my proposed change.
    • Emacs Chat with Sacha Chua: I joined Sacha for a new episode of her Emacs Chat podcast, where we talked about Emacs and life. I gave a quick tour of my Emacs configuration, discussing at length my configurations for EXWM (Emacs X Window Manager) among other topics like Emacs's facility for visually indicating buffer boundaries in the fringe by setting indicate-buffer-boundaries and my convenience configuration macros.
  • maintainers@: I started the next long-overdue round of emails to GNU package maintainers to confirm the contact information we have on file for them and get a brief status update about their packages. Emails are sent in small batches to keep the workload of handling the responses manageable for assistant GNUisances.
  • GNU Spotlight: I prepared and sent the May GNU Spotlight to the FSF campaigns team for publication on the FSF's community blog and the monthly Free Software Supporter newsletter.

Debian

I've begun the work toward updating the Jami package in Debian unstable again, which means I need to package new releases of its direct and indirect dependencies. For OpenDHT, I need to update RESTinio, and to do that I first need to package expected-lite and sobjectizer for Debian:

  • #1120837: ITP: expected-lite – expected objects for C++11 and later
  • #1137609: ITP: sobjectizer – C++ implementation of Actor, Publish-Subscribe, and CSP models

I've been working on packaging both and hope to have them uploaded to the archive in the next days and weeks.

That's it for this month's report.

Take care, and so long for now.

  •  

Amin Bandali: Thinking about life - chat with Protesilaos

23 Mei 2026 om 19:30

In the recent weeks I've been engaging Prot as a coach to help review my new ffs package for GNU Emacs as I worked on preparing it for inclusion in GNU ELPA, as well as discussing other Emacs- and life-related topics.

UPDATE 2026-05-23 22:39:15 -0400: Prot also published an article about our session on his website: https://protesilaos.com/commentary/2026-05-23-life-issues-and-philosophy-amin-bandali/

In our nearly 2-hour conversation, we discussed at length and in depth various aspects of life in the current times. For instance, feeling overwhelmed in the face of innumerable things happening at once, with technology changing our perception and making events feel proximate and imminent.

We talked about seasonality and rhythms in life, including in relation to burnout and knowing our own limitations, and descriptive vs prescriptive thinking when reflecting on the expectations we may place on our self when comparing our self to others through the lens of our necessarily-incomplete impressions and glimpses of their lives. We discussed absence or loss as a dual to presence or persistence in the process of life. How with our memories and through embodying the philosophy and teachings of departed loved ones their essence and legacy continues to live on within us. But also loss in the sense of us losing parts of our self in life-defining moments while preserving other parts and gaining new ones, being liberated of some of the burdens of our past self and in effect becoming someone else in the process.

In being true to our self, we talked about humans as multi-faceted beings and the importance of expressing and giving a voice to these different aspects of our self, and keeping alive that child-like sense of awe and wonder. To live a life where the pace and rhythms of our environment are in sync with our internal rhythms, and to not give others undue power over us or our happiness through trying to live according to their prescribed standards or expectations.

I also learned more about Prot's practical philosophy of situational awareness in life, not merely as a means for survival, but also as a way of appreciating all of the beauty that surrounds us, and a method for gaining the knowledge and skills to apply what we learn from patterns in one area of life to other areas.

We concluded our session with a mention to the concept of sanctity, to set aside a sacred time or place for our self wherein no distractions are allowed, where we can unwind, rest, and recharge for whatever comes next.

Here is the video recording of our session, which I share with Prot's permission:

You can view or download the full-resolution video from the Internet Archive.

Like Prot, I am invigorated and inspired to live a full, honest life. To do my best, do what I do in earnest, and make the best of what I have.

Take care, and so long for now.

  •  

Amin Bandali: ffs 0.2.2 released

21 Mei 2026 om 23:33

ffs provides a minor mode for simple plain text presentations in Emacs, where the slides are separated using the page-delimiter, by default the form feed character (^L).

I wrote ffs in early 2022 for my LibrePlanet 2022 presentation the Net beyond the Web, and earlier this year decided to polish it towards being a proper package and submit it to GNU ELPA. The manual still needs some more work, but the overall package is in pretty good shape so I submitted for inclusion in GNU ELPA.

ffs and I owe a debt of gratitude to Protesilaos for rounds of code review and feedback for improving and polishing the package in preparation for submission to GNU ELPA. You can watch videos of these sessions posted earlier on my website:

Further, inspiration for parts of ffs's implementation was gratefully drawn from Protesilaos's Logos package for Emacs.

Dedicated to the loving memory of Farangis Yousefinia.

Below are the release notes.


Version 0.2.2 on 2026-05-21

First release of ffs on GNU ELPA.

The attempted build of ffs 0.2.1 within GNU ELPA build sandbox failed with an Error: void-function (org-texinfo-kbd-macro) due to use of #+macro: kbd (eval (org-texinfo-kbd-macro $1)) in ffs.org for better formatting of key sequences in the exported Texinfo copy. This seems to have happened for the specific case of generating a plain text README using ox-ascii where ELPA didn't load ox-texinfo. To try and mitigate this, a README.md has been added for use as the package README instead of ffs.org. If not sufficient, a Texinfo copy of the ffs manual will be shipped instead of the Org one in the next release.

ffs 0.2.2 also includes small fixes and improvements throughout ffs.el from Stefan Monnier, and additional feedback to be addressed in future releases.

Version 0.2.1 on 2026-05-20

The attempted build of ffs 0.2.0 within GNU ELPA build sandbox failed with a "Cannot include file" error on the "#+include: fdl.org" in the manual. So, as a workaround, we switch to using the official Texinfo copy of the GNU FDL license rather than an Org copy.

Version 0.2.0 on 2026-05-19

First release of ffs intended for GNU ELPA.

After a few years of inactivity, in early 2026 I decided to dust off ffs.el, polish and document it, and offer for inclusion in GNU ELPA as a proper package.

Default value of ffs-default-face-height changed to nil

To minimize unexpected and/or unnecessary changes out-of-the-box, the default value of ffs-default-face-height has been changed to nil.

ffs-edit-buffer-name demoted from user option to variable

This is not an important user-facing setting, so to help avoid overwhelming users with many options, this has been demoted from a user option to a variable.

Several new user options for customizing ffs's behaviour

As part of the effort to bring ffs more in line with the conventions of other existing Emacs packages, the mechanisms for toggling various parts of Emacs's interface to minimize visual clutter were changed from being minor modes to being customizable user options. These are the replacement new user options, with a default value of nil:

  • ffs-hide-cursor
  • ffs-hide-mode-line
  • ffs-hide-header-line

Their value is buffer-local, and may be set globally using setq-default. See the sample configuration in the manual for an example of how to customize them.

The new ffs-page-delimiter user option defines the page delimiter inserted by ffs-edit-done when inserting a new slide. Emacs's page-delimiter regexp should be able to match ffs-page-delimiter's value, so if you use a custom page-delimiter be sure to customize ffs-page-delimiter accordingly.

The new ffs-echo-progress user option controls whether to display in echo area the progress through the slides. When non-nil, changing slides will also display the progress through the slides in the echo area. The format of the displayed progress can be customized using the new ffs-echo-progress-format user option.

The new ffs-edit-display-buffer-alist user option may be used to control the Window configuration for the ffs-edit buffer. By default, it will display the ffs-edit buffer in the same window.

The new ffs-edit-done-hook user option may be used to define hooks to be run at the end of ffs-edit-done after returning to the main ffs presentation buffer.

Lastly, a new ffs-find-speaker-notes-function variable was added to allow customizing the find function used for opening the speaker's notes file, defaulting to find-file-other-frame.

Version 0.1.0 on 2022-05-19

Initial publication of ffs.el as part of my personal configurations for GNU Emacs.

My first attempt at this concept was a now-archived ffsanim.el, a major mode implementation that used Emacs's animate library to animate slide texts onto the screen. Shortly after realizing the shortcomings of that approach, I abandoned it in favour a minor mode implementation and published version 0.1.0 of what is now ffs in my personal configs repository.

I used this implementation for presenting my LibrePlanet 2022 talk, The Net beyond the Web.

I picked "ffs" as the package name, the acronym for form feed slides.

  •  

Amin Bandali: FFS code review and Emacs extensibility with Protesilaos

15 Mei 2026 om 04:55

In the recent weeks I've been engaging Prot as an Emacs coach to help with doing review passes over my upcoming ffs package as I work on polishing and documenting it in preparation for offering it for inclusion in GNU ELPA.

UPDATE 2026-05-15 08:50:10 -0400: Prot also published an article about our session on his website: https://protesilaos.com/codelog/2026-05-15-emacs-amin-bandali-ffs-display-buffer-org-capture/

Today we had our third session where we started by reviewing and talking about my recent changes to ffs, then ventured to other Emacs-related topics with the overarching theme of the flexibility and extensibility of GNU Emacs, including display-buffer-alist, keyboard macros, defining a custom ox-bhtml Org export backend derived from Org's ox-html for ultimate flexibility when exporting my site's pages from Org to HTML, Org capture, plain text files and Emacs's diary and how it compares to org-agenda, and keeping a journal with the help of Emacs.

Here is the video recording of our session, which I share with Prot's permission:

You can view or download the full-resolution video from the Internet Archive.

Lastly, here is the snippet Prot shared for having Isearch treat space as a wildcard, helpful for more easily matching multiple parts of a line:

(setq search-whitespace-regexp ".*?")
(setq isearch-lax-whitespace t)
(setq isearch-regexp-lax-whitespace nil)

Take care, and so long for now.

  •  

Amin Bandali: FFS code review with Protesilaos

8 Mei 2026 om 04:10

In the recent weeks I've been engaging Prot as an Emacs coach to help with doing review passes over my upcoming ffs package as I work on polishing and documenting it in preparation for offering it for inclusion in GNU ELPA.

Yesterday we had our second session focused on ffs, which I recorded and share publicly with everyone with Prot's permission, so that others can also benefit from Prot's insights and experience as we discuss various aspects of Emacs package development with the concrete example of ffs.

Here is the video recording of our session:

You can view or download the full-resolution video from the Internet Archive.

I addressed most of Prot's feedback about ffs from our first session, and I'll be working on the changes we discussed in this session in the next days.

In the last third of the video we switched topics to discuss a few Emacs-related tangents including adding a 'padding' effect for the mode line and its constructs, and distilling and separating the easily-reusable package-like parts of one's Emacs configuration from the actual configuration of those parts (e.g. the distinction of prot-lisp and prot-emacs-modules in Prot's Emacs configuration).

For mode line padding, here is the snippet I'm using with Prot's doric-themes:

(doric-themes-with-colors
  (custom-set-faces
   `(mode-line
     ((t :box (:line-width 6 :color ,bg-shadow-intense))))
   `(mode-line-inactive
     ((t :box (:line-width 6 :color ,bg-shadow-subtle))))
   `(mode-line-highlight
     ((t :box (:color ,bg-shadow-intense))))))

Take care, and so long for now.

  •  

Amin Bandali: Emacs Chat with Sacha Chua

6 Mei 2026 om 01:43

Yesterday I joined Sacha Chua for a new episode of her Emacs Chat podcast, where we talked about Emacs and life. I gave a quick tour of my Emacs configuration, discussing at length my configurations for EXWM (Emacs X Window Manager) among other topics like Emacs's facility for visually indicating buffer boundaries in the fringe by setting indicate-buffer-boundaries and my convenience configuration macros.

The above video is provided with closed captions and the below transcript courtesy of Sacha with minor fixes and formatting by me. I've included some of Sacha's screenshots from our chat, you can see the rest on the episode's page on Sacha's blog.

A few links from our chat:

It was a lot of fun - thanks again for having me, Sacha!

Take care, and so long for now.

Transcript

  •  

Russell Coker: Links May 2026

31 Mei 2026 om 14:08

Ron Garrett wrote an interesting blog post about the mathematical possibility of abiogenesis [1].

Cory Doctorow wrote an interesting blog post about the way the current antics of right wing extremists are forcing permanent changes in society away from the old systems [2].

William Angel wrote an insightful blog post comparing the costs of a Macbook and the Openrouter hosted service for LLMs [3].

The Register has an informative article about the threat that management systems built in to Intel and AMD CPUs pose to data sovereignty in EU owned cloud providers [4]. But this is just the first stage of building sovereign clouds, all significaant cloud services run at least 2 types of CPU and adding EU manufactured CPUs at a future time will be easy.

Benn Jordan made an interesting YouTube video about the infrasound problems caused by data centers, we need FOSS to measure infrasound [5].

amarok on the Purism forum made a great post about how to setup profiles in Firefox for different uses [6].

fralb5 wrote an informative post on the Purism forum about how to use a Librem 5 (or any other FOSS Linux phone) to firewall spyware on an Android phone [7].

Michael Prokop wrote an interesting blog post about debugging input event problems on Linux which turned out to be due to an analogue headphone connection [8]. This gave me some useful pointers to investigating an input device problem which is probably very different.

Patrick Boyle made an insightful youtube video about the ridiculous IPO of SpaceX, it seems like a scam from start to finish [9].

Anarcat wrote an insightful blog post about the LLM apocalypse comparing it to the horsemen of the apocalypse [10].

The Wikimedia Foundation (that runs wikipedia.org among other things) is sacking union organisers and trying to corporatise the organisation which means stealing the donations from the community [11].

Tianon Gravi wrote an informative blog post about containers, Debian, and Docker options [12]. We need a lot more work on these sorts of things in Debian.

Memory Tagging and how it improves C/C++ memory safety is an interesting paper from Google researchers giving an overview of the benefits of tagged memory hardware for pointer validation on SPARC and ARM64 [13].

In 2013 a faulty beer fridge motor acted as a spark gap transmitter and blocked mobile phone service for several Melbourne suburbs [14].

Related posts:

  1. Links April 2026 Charles Stross wrote an interesting blog post about the apparent...
  2. Links February 2026 Charles Stross has a good theory of why “AI” is...
  3. Links March 2026 Krebs has an interesting article about the Kimwolf botnet which...
  •  

Dirk Eddelbuettel: RcppArmadillo 15.2.7-1 on CRAN: Micro Upstream Update

29 Mei 2026 om 23:48

armadillo image

Armadillo is a powerful and expressive C++ template library for linear algebra and scientific computing. It aims towards a good balance between speed and ease of use, has a syntax deliberately close to Matlab, and is useful for algorithm development directly in C++, or quick conversion of research code into production environments. RcppArmadillo integrates this library with the R environment and language–and is widely used by (currently) 1272 other packages on CRAN, downloaded 46.6 million times (per the partial logs from the cloud mirrors of CRAN), and the CSDA paper (preprint / vignette) by Conrad and myself has been cited 693 times according to Google Scholar.

This versions updates to the 15.2.7 upstream Armadillo release made today. The package has already been updated for Debian, and built for r2u. As the upstream was modest, we for once skipped reverse-dependency checks. That bet paid off as CRAN found no issues among the over 1270 reverse dependencies. However, one package referenced a package archived today, hence ‘invisible’ to CRAN and triggered a (false positive) NOTE of ‘reference to non-existing package’. We came close. Anyway, the package made it CRAN shortly thereafter following the standard brief email exchange explaining the false-positive nature of the NOTE.

All changes since the last CRAN release follow.

Changes in RcppArmadillo version 15.2.7-1 (2026-05-29)

  • Upgraded to Armadillo release 15.2.7 (Medium Roast Deluxe)

    • More efficient checks for aliasing

Courtesy of my CRANberries, there is a diffstat report relative to previous release. More detailed information is on the RcppArmadillo page. Questions, comments etc should go to the rcpp-devel mailing list off the Rcpp R-Forge page.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. If you like this or other open-source work I do, you can sponsor me at GitHub. You can also sponsor my Tour de Shore 2026 ride in support of the Maywood Fine Arts Center.

  •  

Ravi Dwivedi: Budapest Travel

29 Mei 2026 om 16:26

In September 2025, I attended the annual LibreOffice conference in Budapest, Hungary. This gave me an opportunity to explore the city, which I will cover in this post.

Let’s start with the currency. Although Hungary is a part of the European Union (EU), it doesn’t use the euro as its currency. Instead, it uses Hungarian forints (denoted by “Ft”). During my time in Hungary, 1 Indian rupee was equal to 4 Hungarian forints.

After reaching the Budapest airport, I bought a 15-day public transport pass. The public transport counter is after you pass customs and immigration. The pass allows unlimited use of public transport in the city. I had to show my passport and pay 5950 Ft to get the pass. The pass had my passport number mentioned on it. The public transport passes can also be bought at any of the tram stations as well.

This is the counter from where I bought my public transport pass.

This is the counter from where I bought my public transport pass.

Budapest pass.

My unlimited public transport pass for Budapest. I have redacted my passport number from it.

An automatic ticket machine

An automatic ticket machine at a tram station in Budapest.

Budapest is a union of two cities—Buda and Pest—lying on opposite sides of the Danube River. My hotel—Corvin Hotel—was on the Pest side.

Budapest had good public transport. The buses, metros, and trams complemented each other. For example, the airport didn’t have metro or tram connectivity, but it was served by the bus. Most of the metro was on the Pest side, with only a couple of stations falling in Buda. However, both sides had an extensive network of trams.

Furthermore, the information about the public transport was easily accessible. For instance, the map of tram stops inside the trams also included the bus routes one could get after alighting at those stops.

From the airport, I took a bus followed by taking a metro on the M3 line to reach within walking distance of my hotel.

An M3 line metro in Budapest.

An M3 line metro in Budapest.

During the conference I would take the tram to the conference venue. The trams were modern and fast. They also had a smiley face at the front, which gave them a friendly look. It seemed like the trams were happily doing their job. The city also had a good pedestrian infrastructure along with separate cycling tracks.

A tram in Budapest.

A tram in Budapest having a smiley face at the front.

Budapest’s tap water is officially safe to drink, which was mentioned on a sticker posted on the wall of the bathroom of my hotel room. So, I did not need to buy any water bottles while I was there.

On the 6th of September, I went on a sightseeing tour of Budapest with my Dione. Our friend Attila, who was a local (from Hungary), joined us. We went to the central market from our hotel by metro.

If you read my post on Vienna, I mentioned that the metro stations don’t have AFC gates but ticket validators instead. Budapest’s metro also has the same system. If you buy individual tickets, you need to validate them using the validators on the station before boarding the metro. If you are using a public transport pass like I was, then you do not need to validate, and you can board the metro directly.

A ticket validator at a metro station in Budapest.

A ticket validator at a metro station in Budapest.

In 10-15 minutes, we reached the central market. Attila showed us around. I bought a fridge magnet and paprika powder as souvenirs. Paprika powder is a signature spice of Hungary. It is mainly available in two forms—one is sweet and the other being spicy. I wanted the spicy one, but I didn’t get that in that market. Therefore, I had to contend with buying the sweet version. The sweet version isn’t sweet though, it is just not spicy. After bringing that paprika powder home, it is mainly used for food coloring. I like it though and use it frequently in my omelets and other dishes.

Central Market.

Central market.

A building with a tram in front of it.

The building right behind the tram is the central market building.

At some point, Atilla had to join the The Document Foundation (TDF) sightseeing group, so we parted ways at the central market. Dione and I continued our sightseeing and decided to start with visiting the Hungarian parliament, which is a tourist attraction. It was because we were on the Pest side and the parliament was also on the same side, while other tourist attractions were on the Buda side.

So, Dione and I hopped on a tram and went to the parliament. We got off at a tram station just outside the parliament. The parliament is the icon of Budapest. The building has a gothic architecture and colored brown and white. One can buy tickets and take an inside tour. However, we didn’t have a lot of time, so we stayed outside the building.

Hungarian Parliament building.

Hungarian Parliament building.

After spending some time outside the parliament building, we took a tram to the Chain Bridge. As I mentioned earlier, Budapest has two parts—Buda and Pest—separated by the Danube River. To go from one of the sides to the other requires crossing a bridge. Although Budapest has many bridges linking the two sides, the main one is the Chain Bridge.

We walked on the chain bridge to get to the other side. The bridge gave a good view of the Danube River. It also had a statue of a lion. The Buda Castle (another major landmark of Budapest) was visible from the bridge.

Chain Bridge.

A shot of Chain Bridge.

A lion statue

The lion statue on the Chain Bridge.

After reaching the other side of the bridge (the Buda side), we sat on a bench for some time and then planned on where to go next. We decided to go to Fisherman’s Bastion, which is another tourist attraction.

We used the OSMAnd~ app to figure out which bus to take and hopped on one. Soon we reached Fisherman’s Bastion, where we found a flight of stairs that led upwards. Upon climbing the stairs, we got a panoramic view of the city. It also gave us a good view of the Hungarian parliament across the river. Going further upstairs, we found a statue of Stephen I of Hungary. He was the first king of Hungary, getting the crown in the year 1900.

A view of Hungarian parliament from Fisherman's bastion

A view of Hungarian parliament from Fisherman’s bastion.

I found Fisherman’s Bastion to be the best tourist attraction in the city. As mentioned earlier, it offers a panoramic view of the city, which I liked. I liked the arhitecture and open space there. If you find yourself in Budapest, I would highly recommend that you visit Fisherman’s Bastion.

Fisherman's Bastion.

Fisherman’s Bastion.

A green colored statue of King Stephen

Statue of Stephen I of Hungary at Fisherman’s Bastion.

Next, we went downstairs and returned to where the bus dropped us. From here on, we walked in random streets to see the residential and non-touristy side of Budapest. It was not so random as we walked towards Batthyány tér metro station. Upon reaching the metro station, we found a café where we stopped for a while for some coffee. After injecting some caffeine into our blood, we proceeded to find a place to have lunch.

A metro station

Batthyány tér metro station.

For lunch, we decided to go to Rákóczi tér metro station after reading on the internet about the food options there. Upon exiting the metro station, we found a market inside a building that had a lot of shops, but most of them were closed.

After roaming around inside a bit, we found an Italian place open and decided to eat there. The name of this place was Matteos. We ordered an eggplant parmigiana, a lasagna artichoke, and a classic tiramisu. It wasn’t very tasty but filled us up for the day.

The Italian place we had our lunch at.

A picture of Matteos, where we had our lunch.

Budapest has four metro lines, and we had been to three of them, so we decided to try the remaining line, which was the M1 line. It is the oldest line in the city and has a different vibe than the modern lines. This line was opened in 1896, one of the oldest subway systems in the world.

The coaches were much smaller than the other metro lines, and the seating arrangement was something you would expect from a bus than a typical metro train. We rode all the way to the last stop, Mexikói út. Upon going outside, we found out there wasn’t much to do here.

At this point, I checked the map and realized that Heroes’ Square is just a couple of metro stations away. Heroes’ Square is a tourist attraction in Budapest. It is located in Zuglóa and is a historically significant place in Budapest. It has a monument which features the Seven chieftains of the Magyars.

M1 line station and tracks.

M1 line station and tracks. It is the oldest metro transit of Budapest and one of the oldest in the world. It started operations in 1896.

Here, our unlimited public transport pass was handy because if it was paid per trip, we would think of the stop as a “wasted” one because we would have to buy a ticket again, but in this case we could just hop on again without any regrets.

A metro train entering a station.

An M1 line metro train entering the station.

So we took the M1 line again and deboarded at Hősök tere station, followed by walking to the square. After roaming around for a while, we saw a trolleybus and decided to ride on that.

Heroes' Square

Heroes’ Square.

A trolleybus

This is the trolleybus we took in Budapest.

A trolleybus is an electric bus that is powered by overhead electric cables. It is like a tram but runs on roads instead of tracks. We got down at Dózsa György út metro station. Then we took a metro to our hotel.

Before going to the hotel, we went to a place to eat something. We had coffee and lángos. Lángos is a deep-fried Hungarian dish, which looks exactly like the Indian flatbread bhatura. I found it tasty, but since it was deep-fried, that was almost a given.

A deep friend dish called Lángos.

Lángos — a dish which looks like the Indian flatbread bhatura.

The next day we went to Vienna—the capital of Austria—which I have already posted about. Check it out here.

I had a good time in Budapest, and it is a beautiful city with good public transport and some amazing sites to visit. That’s it for now, and see you next time!

Credits: Thanks Dione and Badri for proofreading.

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