decision-trace

🛠️ Log and trace your AI's decisions securely with DecisionTrace, ensuring transparency and integrity in every choice it makes.

Post-hoc trace reconstruction for AI agents: turns raw runtime traces into per-property reconstructability reports naming evidenced, missing, and opaque decision facts.

Autonomous multi-game AI platform where agents reason, adapt, and compete in real time.

A minimal append-only ledger for recording and replaying decision processes (Event → Signal → Decision → Action).

DSL-driven decision orchestration engine with traceable execution, human-in-the-loop, and boundary control.

Autonomous Data Scientist — an agentic system that cleans, engineers, models & reflects on any dataset while logging every decision into a replayable trace

JSON schema for DecisionTrace v0.1 — minimal, portable event record for governed AI decisions; includes examples.

External cognitive runtime for state, provenance, safeguards, and decision traces in long-running LLM workflows.

Reproducibility package for an arXiv pilot measuring property-level reconstructability of agent decisions across vendor SDK adapter regimes.

Semantic decision telemetry integration for CrewAI.

Free vendor-neutral Excel assessment for six dimensions of pricing execution maturity in B2B quoting, with gaps and improvement priorities.