ARIA — Auditable Real-time Inference Architecture. BSV-anchored accountability for AI systems.

CSL style for Educational Assessment, Evaluation and Accountability

CSL style for Social and Environmental Accountability Journal

Five governance questions for your AI agent system. Identity, restraint, accountability, memory, charter. Zero dependencies.

A single version of the truth with integrated task tracking, delegation and accountability.

CertNode Agent SDK - Accountability for AI agent actions with cryptographic proof

Verify ProofLink receipts — the Trust & Accountability Layer for Autonomous AI by iTechSmart. Full cryptographic verification (SHA-256 hash chain + Ed25519 signatures) against the live public ledger. Don't trust the AI. Trust the math.

TypeScript SDK for the AhhbitTracker smart contracts on Stacks blockchain — habit tracking, accountability groups, streak rewards, typed transaction builders, read-only queries, and developer utilities.

Safeloop v0.7.0 is a local-first Agent Accountability + Live Loop Monitor SDK for AI-assisted work with Case Files, event streams, cost tracking, steering intelligence, goal drift detection, and release readiness.

Accountability Ledger MCP proxy — tamper-evident audit trail for AI agent tool calls (EU AI Act Art. 12)

Accountability infrastructure for autonomous agents — bound what an agent can do before it acts, and prove what it did after. Verifiably enough for a regulator, auditor, insurer, or court.

Cryptographic accountability layer for MCP agent-to-agent interactions. Ed25519 receipts, DAG ledger, Merkle batching, Dispute Packs.

Structured accountability for AI agents — markdown-based knowledge protocol

The open-source circuit breaker and accountability layer for multi-agent AI pipelines. Trace every action. Explain every decision. Short-circuit before the damage propagates.

Production-grade framework for building fault-tolerant Redis-based background processing services with zero message loss and complete accountability

OpenClaw life coaching plugin — goal clarity, accountability, and structured reflection using evidence-based methodologies

Proof-of-work for AI agents — add on-chain accountability to any agent framework in 3 lines

Accountability and content versioning for strapi v4+

TypeScript SDK for Whitewall OS — AI agent accountability protocol

Miawa: Ceremony World terminal agent for healing, circles, and relational accountability