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[$] Inspecting and modifying Python types during type checking
Python has a unique approach to static typing. Python programs can contain type annotations, and even access those annotations at run time, but the annotations aren't evaluated by default. Instead, it is up to external programs to ascribe meaning to those annotations. The annotations themselves can be arbitrary Python expressions, but in practice usually involve using helpers from the built-in typing module, the meanings of which external type-checkers mostly agree upon. Yet the type system implicitly defined by the typing module and common type-checkers is insufficiently powerful to model all of the kinds of dynamic metaprogramming found in real-world Python programs. PEP 827 ("Type Manipulation") aims to add additional capabilities to Python's type system to fix this, but discussion of the PEP has been of mixed sentiment.
[$] Fedora shares strategy updates and "weird research university" model
In early February, members of the Fedora Council met in Tirana, Albania to discuss and set the strategic direction for the Fedora Project. The council has published summaries from its strategy summit, and Fedora Project Leader (FPL) Jef Spaleta, as well as some of the council members, held a video meeting to discuss outcomes from the summit on February 25. Topics included a plan to experiment with Open Collective to raise funds for specific Fedora projects, tools to build image-based editions, and more. Spaleta also explained his model for Fedora governance.
[$] The relicensing of chardet
Chardet is a Python module that attempts to determine which character set was used to encode a text string. It was originally written by Mark Pilgrim, who is also the author of a number of Python books; the 1.0 release happened in 2006. For many years, this module has been under the maintainership of Dan Blanchard. Chardet has always been licensed under the LGPL, but, with the 7.0.0 release, Blanchard changed the terms to the permissive MIT license. That has led to an extensive (and ongoing) discussion on when code can be relicensed against the wishes of its original author, and whether using a large language model to rewrite code is a legitimate way to strip copyleft requirements from code.
[$] Reconsidering the multi-generational LRU
The multi-generational LRU (MGLRU) is an alternative memory-management algorithm that was merged for the 6.1 kernel in late 2022. It brought a promise of much-improved performance and simplified code. Since then, though, progress on MGLRU has stalled, and it still is not enabled on many systems. As the 2026 Linux Storage, Filesystem, Memory-Management and BPF Summit (LSFMM+BPF) approaches, several memory-management developers have indicated a desire to talk about the future of MGLRU. While some developers are looking for ways to improve the subsystem, another has called for it to be removed entirely.
[$] LWN.net Weekly Edition for March 5, 2026
Posted Mar 5, 2026 1:42 UTC (Thu)The LWN.net Weekly Edition for March 5, 2026 is available.
Inside this week's LWN.net Weekly Edition
- Front: Python's bitwise-inversion operator; atomic buffered I/O; keeping open source open; Magit and Majutsu; IIIF; free software and free tools.
- Briefs: Ad tracking; firmware updates; TCP zero-copy; Motorola GrapheneOS phones; Gram 1.0; groff 1.24.0; Texinfo 7.3; Quotes; ...
- Announcements: Newsletters, conferences, security updates, patches, and more.
[$] Magit and Majutsu: discoverable version-control
Jujutsu is an increasingly popular Git-compatible version-control system. It has a focus on simplifying Git's conceptual model to produce a smoother, clearer command-line experience. Some people already have a preferred replacement for Git's usual command-line interface, though: Magit, an Emacs package for working with Git repositories that also tries to make the interface more discoverable. Now, a handful of people are working to implement a Magit-style interface for Jujutsu: Majutsu.
[$] Free software needs free tools
One of the contradictions of the modern open-source movement is that projects which respect user freedoms often rely on proprietary tools that do not: communities often turn to non-free software for code hosting, communication, and more. At Configuration Management Camp (CfgMgmtCamp) 2026, Jan Ainali spoke about the need for open-source projects to adopt open tools; he hoped to persuade new and mature projects to switch to open alternatives, even if just one tool, to reduce their dependencies on tech giants and support community-driven infrastructure.
[$] The ongoing quest for atomic buffered writes
There are many applications that need to be able to write multi-block chunks of data to disk with the assurance that the operation will either complete successfully or fail altogether — that the write will not be partially completed (or "torn"), in other words. For years, kernel developers have worked on providing atomic writes as a way of satisfying that need; see, for example, sessions from the Linux Storage, Filesystem, Memory Management, and BPF (LSFMM+BPF) Summit from 2023, 2024, and 2025 (twice). While atomic direct I/O is now supported by some filesystems, atomic buffered I/O still is not. Filling that gap seems certain to be a 2026 LSFMM+BPF topic but, thanks to an early discussion, the shape of a solution might already be coming into focus.
[$] The exploitation paradox in open source
The free and open-source software (FOSS) movements have always been
about giving freedom and power to individuals and organizations;
throughout that history, though, there have also been actors trying
to exploit FOSS to their own advantage. At Configuration Management
Camp (CfgMgmtCamp) 2026 in Ghent, Belgium, Richard Fontana described
the "exploitation paradox
" of open source: the recurring
pattern of crises when actors exploit loopholes to restrict freedoms
or gain the upper hand over others in the community. He also talked
about the attempts to close those loopholes as well as the need to
look beyond licenses as a means of keeping freedom alive.
[$] The troubles with Boolean inversion in Python
The Python bitwise-inversion (or complement) operator, "~", behaves pretty much as expected when it is applied to integers—it toggles every bit, from one to zero and vice versa. It might be expected that applying the operator to a non-integer, a bool for example, would raise a TypeError, but, because the bool type is really an int in disguise, the complement operator is allowed, at least for now. For nearly 15 years (and perhaps longer), there have been discussions about the oddity of that behavior and whether it should be changed. Eventually, that resulted in the "feature" being deprecated, producing a warning, with removal slated for Python 3.16 (due October 2027). That has led to some reconsideration and the deprecation may itself be deprecated.
digiKam 9.0.0 released
Version
9.0.0 of the digiKam photo-management system has been
released. "This major version introduces groundbreaking
improvements in performance, usability, and workflow efficiency, with
a strong focus on modernizing the user interface, enhancing metadata
management, and expanding support for new camera models and file
formats.
" Some of the changes include a
new survey tool, more advanced search and sorting options, as well
as bulk
editing of geolocation coordinates.
Security updates for Monday
Security updates have been issued by AlmaLinux (delve, git-lfs, and postgresql16), Fedora (cef, chezmoi, chromium, coturn, erlang-hex_core, firefox, gh, gimp, k9s, keylime, keylime-agent-rust, libsixel, microcode_ctl, nextcloud, nss, perl-Crypt-URandom, pgadmin4, php-zumba-json-serializer, postgresql16-anonymizer, prometheus, python-asyncmy, python3.10, python3.11, python3.9, staticcheck, valkey, and vim), SUSE (chromedriver, chromium, coredns, expat, freetype2-devel, gitea-tea, go1.24-openssl, go1.25-openssl, grpc, gstreamer-rtsp-server, gstreamer-plugins-ugly,, helm, jetty-annotations, kubeshark-cli, libaec, libblkid-devel, libsoup, libxml2, libxslt, NetworkManager-applet-strongswan, podman, python-joserfc, python-Markdown, python-pypdf2, python-tornado, python-uv, python311-Django, python311-joserfc, python311-nltk, roundcubemail, and valkey), and Ubuntu (python3.4, python3.5, python3.6, python3.7, python3.8, python3.9, python3.10, python3.11, python3.12, python3.13, python3.14).
Kernel prepatch 7.0-rc3
Linus has released 7.0-rc3 for testing.
"So it's still pretty early in the release cycle, and it just feels a
bit busier than I'd like. But nothing particularly stands out or looks
bad.
"
Huston: Revisiting time
Geoff Huston looks at the network time protocol, and efforts to secure it, in detail.
NTP operates in the clear, and it is often the case that the servers used by a client are not local. This provides an opportunity for an adversary to disrupt an NTP session, by masquerading as a NTP server, or altering NTP payloads in an effort to disrupt a client's time-of-day clock. Many application-level protocols are time sensitive, including TLS, HTTPS, DNSSEC and NFS. Most Cloud applications rely on a coordinated time to determine the most recent version of a data object. Disrupting time can cause significant chaos in distributed network environments.While it can be relatively straightforward to secure a TCP-based protocol by adding an initial TLS handshake and operating a TLS shim between TCP and the application traffic, it's not so straightforward to use TLS in place of a UDP-based protocol for NTP. TLS can add significant jitter to the packet exchange. Where the privacy of the UDP payload is essential, then DTLS might conceivably be considered, but in the case of NTP the privacy of the timestamps is not essential, but the veracity and authenticity of the server is important.
NTS, a secured version of NTP, is designed to address this requirement relating to the veracity and authenticity of packets passed from a NTS server to an NTS client. The protocol adds a NTS Key Establishment protocol (NTS-KE) in additional to a conventional NTPv4 UDP packet exchange (RFC 8915).
OpenWrt 25.12.0 released
Version 25.12.0 of the OpenWrt router distribution is available; this release has been dedicated to the memory of Dave Täht. Changes include a switch to the apk package manager, the integration of the attended sysupgrade method, and support for a long list of new targets.
Security updates for Friday
Security updates have been issued by Debian (chromium), Fedora (freerdp, libsixel, opensips, and yt-dlp), Mageia (python-django, rsync, and vim), Red Hat (go-rpm-macros and osbuild-composer), SUSE (7zip, assertj-core, autogen, c3p0, cockpit-machines, cockpit, cockpit-repos, containerized-data-importer, cpp-httplib, docker, docker-stable, expat, firefox, gnutls, go1.25-openssl, golang-github-prometheus-prometheus, haproxy, ImageMagick, incus, kernel, kubevirt, libsoup, libsoup2, mchange-commons, ocaml, openCryptoki, openvpn, php-composer2, postgresql14, postgresql15, python-Authlib, python-azure-core, python-nltk, python-urllib3_1, python311-Django4, python311-pillow-heif, python311-PyPDF2, python313, python313-Django6, qemu, rhino, roundcubemail, ruby4.0-rubygem-rack, sdbootutil, and wicked2nm), and Ubuntu (less, nss, python-bleach, qtbase-opensource-src, and zutty).
Rust 1.94.0 released
Version 1.94.0 of the Rust language has been released. Changes include array windows (an iterator for slices), some Cargo enhancements, and a number of newly stabilized APIs.
A GitHub Issue Title Compromised 4,000 Developer Machines (grith.ai)
The grith.ai blog reports on an LLM prompt-injection vulnerability that led to 4,000 installations of a compromised version of the Cline utility.
For the next eight hours, every developer who installed or updated Cline got OpenClaw - a separate AI agent with full system access - installed globally on their machine without consent. Approximately 4,000 downloads occurred before the package was pulled.The interesting part is not the payload. It is how the attacker got the npm token in the first place: by injecting a prompt into a GitHub issue title, which an AI triage bot read, interpreted as an instruction, and executed.
Buildroot 2026.02 released
Peter Korsgaard has announced version 2026.02 of Buildroot, a tool for generating embedded Linux systems through cross-compilation. Notable changes include added support for HPPA, use of the 6.19.x kernel headers by default, better SBOM generation, and more.
Again a very active cycle with more than 1500 changes from 97 unique contributors. I'm once again very happy to see so many "new" people next to the "oldtimers".
See the changelog for full details. Thanks to Julien Olivain for pointing us to the announcement.
New stable kernels to address build failures
Sasha Levin has announced the release of the 6.12.76, 6.6.129, and 6.1.166 stable kernels. These releases address a regression reported by Peter Schneider; Levin said that an upgrade is only necessary for those who have observed a build failure with the 6.12.75, 6.6.128, or 6.1.165 kernels.