Context Window is the daily AI brief for applied AI builders. Subscribe free →
Feature
The decision allows AI tools in Debian projects, but maintains strict standards for contribution quality and compliance.
Why it mattersDebian's decision highlights a key shift towards integrating AI into open-source development, emphasizing contributor responsibility. This reflects a broader trend where AI tools are used to enhance productivity while maintaining code quality and compliance.
Read full article →Each morning: models, tools, research, and conversations distilled from across the web — with why they matter for builders.
I have been building ARK, runtime supervision layer for tool using AI agents. The idea is simple: keep your model, keep your agent framework, keep your tools, put ARK around the runtime. I finally got it working around…
r/AI_Agents
Many of you now know this story of how I gave my Fable 5 agent a domain, $90 in SOL in a 2-of-2 multisig wallet, and a google workspace email account. I've been excited to the see the tremendous support and following of…
r/AI_Agents
I have been helping build AI agents for varied businesses and industries. But the most common example that I have been seeing for the last 2 years of true successful agentic implementation is an Agent that can understan…
r/AI_Agents
Fresh Show HN launch.
github
Fresh Show HN launch.
vinhnx.github
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
github | stars 116,256
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base S…
github | stars 30,362
Recent advances in inference-time scaling have significantly improved the reasoning performance of large language models (LLMs). However, these methods typically rely on repeated generation or external verification. To…
arxiv
AI agents are poised to become a primary interface to digital products, acting across email, files, payments, and personal data. People without professional software backgrounds need understandable, reusable ways to con…
arxiv
Retrieved scientific literature can serve as inspiration for both human and AI scientists. Inspiration can take different forms: prior work may directly suggest how to address a problem, or surface directions at differe…
arxiv
Most multi-agent apps wire every flow in application code: the sequence of steps, branching, and handoffs between agents all live inside the program, making the orchestration harder to review, version, and change. Decla…
devblogs.microsoft
A look at Inspect AI with its creator, JJ Allaire - an open-source framework for building and running LLM evaluations.
hamel
LangSmith's homepage is now organized into Observability, Evaluation, and Prompt Engineering. Learn why we organized the homepage like this. Plus, see our latest Resource Tags updates.
langchain
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
kitploit
AMD has released ROCm 10, coinciding with the tenth anniversary of its open software stack, and made ROCm.AI generally available to developers. First introduced at Advancing AI 2026, ROCm.AI is an AI-native development…
storagereview
AI bots holding reverse engineered answers said they were "poisoned".
itnews.com