MakerChecker, an open-source project with no identified maintainers or funding, released a security model for AI agents that enforces policy gates before tool execution, targeting regulated workflows …
Hytham H built Phinq, an agent governance system, after a cronjob failure exposed the inadequacy of per-tool hooks. The system uses a proxy that intercepts LLM API calls to enforce deterministic rules…
A developer built an MCP server named teamkb that provides authenticated access to a team knowledge base via Claude Code. The system replaced a single shared API key with per-user tokens, enabling ide…
MakerChecker, a self-hosted governance software for AI agents, launched to enforce structural controls and human approvals in regulated industries. The tool blocks agents from exceeding grants or appr…
AI memory systems for LLM agents fail at scale due to structural precision problems in similarity search, not incidental issues. Testing across three embedding models showed mean retrieval precision o…
A developer built a search and Q&A system called "Uma Busca de Gelo e Fogo" over the entire *A Song of Ice and Fire* series, processing approximately 66,000 paragraphs across 10 books. The system comb…
Gagan, a Master's student at Northeastern University, released Arcis, an open-source security middleware for Node, Python, and Go that blocks 34 attack vectors inside web applications. The middleware,…
The article recommends using one dedicated Claude Code session per repository when working across multiple codebases, as switching between projects within a single session leads to 57% more token usag…
Here is a factual summary of the article: The author built a code-review agent using Google's newly announced Gemini 3.5 Flash model and tested it on three real production pull requests. The model su…
The article criticizes the trend of overengineering in software development, where developers choose complex tools and architectures (like microservices) for simple projects, often driven by "Resume-D…