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3 postsAmdb: Single-Binary Local Code Context MCP Server in Rust
Amdb is a single Rust binary MCP server offering fully local graph+vector code context retrieval, built for air-gapped and regulated environments.
trelix v1.0 to v2.7: From Simple Search to a Platform
trelix's evolution from v1.0 to v2.7 covers a knowledge graph, seven retrieval legs, an agentic loop, and production hardening that turned it into a platform.
Regex Beats LLM Classifiers by 45 Points in Agent Context Routing
In a new test, plain regex rules beat TF-IDF classifiers by 45 points at routing agent context, showing an LLM call is often unnecessary.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.com