Agent
Config drift, concept drift, vector drift, doc drift — diagnose and fix drift issues.
Local-first semantic memory system for AI agents with MCP, FTS5, KG, temporal reasoning, and multi-agent sync
Agent
Config drift, concept drift, vector drift, doc drift — diagnose and fix drift issues.
Agent
Knowledge graph — entity extraction, fact extraction, temporal KG, contradiction detection, KG queries.
Agent
Database schema migrations — create, repair, validate with down-migration coverage.
Agent
Search pipeline — hybrid fusion, reranking, quality gates, FTS5 tuning, vector search.
Agent
Security audit — OWASP checks, injection detection, permission audits, drift enforcement, config integrity.
Agent
TDD specialist — write tests first for the eval/ suite, knows test patterns and safety wiring.