How to evaluate LLMs before production
These are the lessons we learned evaluating LLMs for real-world secret scanning. The post How to evaluate LLMs before production appeared first on The GitHub Blog.
Daily edition · Open Source
The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
9 articles · 6 sources ·
Top topics: Open Source · Web · AI
Web Authentication: An API for accessing Public Key Credentials Level 3 is now a W3C Recommendation
This specification defines an API enabling the creation and use of strong, attested, scoped, public key-based credentials by web applications, for the purpose of strongly authenticating users.
mklinux-v7.0-mk2 released
For people who would like to experiment with the multi-kernel Linux concept, Cong Wang has announced the release of mklinux v7.0-mk2. mklinux lets one machine run several independent Linux kernels at the same time on…
MicroLighter: Syntax Highlighter
Syntax highlighting for code blocks without the complicated markup, spans, classes, and bloated JavaScript, courtesy of Uncle Dave. MicroLighter: Syntax Highlighter originally handwritten and published with love on…
[$] Old-school calendaring at the command line with Remind
Remind is a command-line calendar and alarm program, with an optional Tk-based graphical interface, for Linux and Unix-like operating systems. It has its own scripting language that allows users to create reminders that…
Vanilla OS 3 released
Vanilla OS 3, an immutable desktop Linux distribution, has been released. Notable changes in this release include support for Arm64, introduction of a Vanilla OS SDK, a rewrite of the Apx package manager using the new…
Security updates for Tuesday
Security updates have been issued by AlmaLinux (cups-filters, gstreamer1-plugins-base, gstreamer1-plugins-good, kernel, mrtg, NetworkManager, nginx, nginx:1.24, nodejs24, perl-Date-Manip, python-pyasn1, python-urwid,…
Why Your Website Should Never Stop Changing
Every website peaks on launch day and slowly drifts from there, not because it breaks, but because nobody has time to keep it current. Autonomous websites, continuously optimized by agents after launch, aim to change…
GitHub Copilot app for beginners: using the diff, terminal, and browser
When an AI agent makes a change, checking that code usually means bouncing between your editor, terminal, and browser. In episode 6 of our beginner series, we explore the built-in panels of the GitHub Copilot app.…