Developer jlt-commons released Lev, an open-source decision engine that exposes the same wire API as TypeSafe's Jev classifier model and adds an escalation path to a local 2.5B LLM when the fast encod…
A developer shares a practical workflow for LLM-assisted development, describing how to manage models like DeepSeek to reliably produce useful code. The author notes that LLMs excel at boilerplate tas…
Veriframe, an OpenAI-compatible HTTP server written in Jolt, a Clojure dialect on Chez Scheme, wraps large language models in a verification harness that refuses to return answers until every claim is…
WaveScope, a new MCP server, uses wavelet transforms to give AI coding tools a multi-resolution view of codebases, enabling them to zoom in and out of hierarchical code structures like classes and mod…
Researchers have developed Chiasmus, an MCP server that gives large language models access to formal reasoning engines for code analysis, combining Z3 constraint solving and Tau Prolog logic programmi…