auditability

TMPA — Textual Multi-Agent Process Architecture for durable AI-agent governance, responsibility, conformance, and auditable digital work. Research, specification, and evidence.

Deterministic Evidence Layer for Agentic Oversight

Read-only mongosh checks that measure how many agents in a LibreChat deployment would fail a delegation policy review: capability held without stated bounds, reach beyond the author, revisions nobody approved. Reports audit coverage too -- lifecycle events that happened against records kept of them. Aggregate output only. Submissions welcome.

Open-source operational AI governance framework for lifecycle controls, agentic authority, policy enforcement, evidence and assurance.

A Git-native, database-free CMS: article bodies in commit messages, publish by moving refs.

Deterministic CI/CD security governance architecture for provable and replay-verifiable release decisions

The Accountability Layer is an open‑source tool designed to ensure transparency and traceability in AI agent decision-making.

Reproducible benchmark for source, validation, hash, boundary, and replay evidence around legal-AI outputs.

Reasoning Ledger Protocol (RLP): an append-only protocol for auditable behavioral memory and reuse in AI agents.

Multicloud Billing Normalization Engine aligned with FOCUS. Supports AWS, GCP, Azure, and OCI for auditability and cost governance.

Replay and visualize JEP accountability lineage, delegation flow, and verification state.

CHIEF — decision-audit infrastructure for trustworthy AI-assisted review, revision, and human adjudication

Developer Alpha Genkit surface for HREVN: thin client and middleware for tamper-evident workflow receipts, resumable flows, and audit-ready traceability.

Auditable agent execution with explicit authority, evidence, verification, triage, and replay

Static conceptual research interface for AETHERUS MONOLITH, an AI governance and model-behavior risk architecture.

Structured institutional memory layer of the MoCKA deterministic governance architecture.

Enterprise carbon accounting for AI, cloud, Kubernetes, facilities, and LLM workloads with tamper-evident auditability.

Governed AI instruction architecture with evidence checks, conflict detection, human review, verification, and auditable outcomes.

MCP server connecting AI agents to EVIDE - External Evidentiary Deposit. Crystallizes decisions, escalations, and governance states into independently verifiable forensic records. Anchored to a DAPI-verified human identity. Requires DAPI + active EVIDE subscription.

Policy-enforced execution gateway for AI agents, with locally verified MCP/HTTPS/EVM actions and signed authorization receipts.