Five letters, one discipline for production agents
F.O.R.G.E. stands for Framework for Orchestrated Reasoning, Governance & Evaluation. Each part answers a question your risk, product and engineering teams already ask.
One shared method to define what “good” means for each agent, from use case to acceptance criteria.
Multi-agent flows and tool calls are traced end to end, so you test the whole chain, not one prompt.
Every step of an agent’s reasoning is recorded and scored, so you see why it answered, not only what.
Policies, guardrails and approvals live next to the tests, with an audit trail your risk team can read.
Automated judges and human reviewers score each release against the same scenarios.
A loop that runs on every release
Forge plugs into your delivery pipeline. Each change to a prompt, tool or model goes through the same four steps.
Set the bar
Turn business rules and real conversations into scenarios, metrics and pass thresholds.
Run the suite
Forge replays every scenario on the new version and scores answers, tool calls and reasoning.
Gate the release
A release moves forward only when it clears your thresholds and the right people sign off.
Fix what failed
Failures become new scenarios. Production feedback flows back into the next run.
Built for teams that ship agents to real users
Automated and human review
LLM judges score at scale. Experts review the edge cases and calibrate the judges.
Release gates in CI/CD
Block a deployment in GitHub Actions, GitLab or Azure DevOps when scores drop.
Guardrails and audit trail
Every run, score and approval is logged and exportable for AI Act documentation.
Drift monitoring
Sample live traffic and get alerted when quality moves away from your baseline.
Model-agnostic
Compare GPT, Claude, Gemini, Mistral or your own models on the same scenarios.
Ship new agent versions with evidence they are better, not a gut feeling.
Review policies, test results and approvals in one place, release by release.
Add quality gates to the pipelines you already run, with no new stack to maintain.