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Silent Partner Coding

Agent security and evidence provenance — whether a system can show why it trusted something, not just that it did.

Most repositories here are experiments and reference implementations from that one line of work. They are research code, not production tools.

Start here

  • Minority Prophet — how copied or commonly controlled claims should affect an evidence assessment.
  • Minority Prophet Border — portable admission records binding identity, delegated authority, a proposed action, destination policy, and evidence.
  • Minority Prophet Gate — a deterministic-policy-first decision ladder.
  • Agent Ablation Harness — whether assistance given to an agent changes the judgment it produces, measured against a blind control arm.

Work in other people's projects: merged pull requests.

Evidence assessment does not grant authority. A different name, key, service, or verifier does not by itself establish independence.

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  1. block/buzz block/buzz Public

    A hive mind communication platform

    Rust 28.8k 3.6k

  2. microsoft/agent-governance-toolkit microsoft/agent-governance-toolkit Public

    AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

    Python 6.1k 1.1k

  3. sipyourdrink-ltd/bernstein sipyourdrink-ltd/bernstein Public

    Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. S…

    Python 939 123

  4. nxtlinqit/nxtlinq-attest nxtlinqit/nxtlinq-attest Public

    Agent signing and verification for nxtlinq attest; runs entirely locally

    TypeScript 4 1

  5. epistemic-ci epistemic-ci Public

    Fail-closed meta-validation for computational research CI

    Python

  6. minority-prophet minority-prophet Public

    Evidence-aware truth aggregation under copying pressure, with reproducible benchmarks and provenance-aware baselines.

    Python