engineering-evidence

Your best work is in private repos. Prove it anyway. A verifiable engineering report from git, without showing code.

Collector-first engineering evidence backend for deterministic ingestion, Qdrant retrieval, cited investigation, readiness reports, workflows, evals, and Core MCP. Azure deployment scaffold; not yet production-grade.

AI-assisted GitHub engineering evidence review platform that analyzes public repository telemetry, scores observable engineering patterns, and generates auditable, human-review insights with Mistral.

Read-only engineering evidence bridge between DeepSeek Harness (DSH) and Custom GPTs.

Public verification of OpsChugex-owned service health.

Manish Sharma Lab - Industrial AI, LMD/DED decision systems, evidence, tools, and LMD Decision Brief v1.0.