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1. agent-redteam agent-redteam Public

   Agent Redteam runs authorized adversarial probes and reusable guardrails for LLM agents, producing evidence-backed verdicts, risk scores, and regression baselines.

   Python 2

2. agentic-digital-twin agentic-digital-twin Public

   Recruiter-facing, source-grounded Agentic Digital Twin with bounded planning, tool use, and claim verification

   Python 1

3. answer-engine answer-engine Public

   Production RAG and tool-calling backend: adaptive retrieval routing, hybrid BM25 + vector search fused with RRF, MMR diversity, and grounding verification that reports whether the answer is actuall…

   Python

4. effect-broker effect-broker Public

   Effect Broker executes agent side effects through stable intent, explicit idempotency contracts, authoritative reconciliation, and unknown outcomes instead of unsafe retries.

   Python

5. llm-gateway llm-gateway Public

   Self-hostable LLM inference gateway: policy routing with fallback chains, circuit breakers, semantic caching, per-tenant cost accounting, and Prometheus metrics.

   Python

6. mcp-servers mcp-servers Public

   Five typed, bounded MCP servers for grounded CV, repo intelligence, web research, ATS jobs, and durable outcomes

   Python