Quantiles, an open-source AI evaluation platform, released a CLI tool called 'qt' that lets developers and coding agents run, analyze, and compare AI evaluations locally. The tool supports built-in be…
Swafra, an open-source semantic memory system for AI assistants, achieved 94.7% recall_all@10 on the LongMemEval benchmark for long-term memory. The tool works as an MCP server with Claude Desktop, Cl…
A developer built SynaptoRoute, a local semantic routing engine designed to replace LLM-based routing decisions in agentic architectures. The system uses INT8-quantized embeddings via the BAAI/bge-sma…
The article describes the development of AegisDesk, an open-source, multi-agent IT helpdesk platform that replaces traditional LLM-based intent routing with a deterministic, zero-token semantic routin…