The way to put automatic quality scores on an AI agent's production runs — both deciding what is worth measuring and building the service that measures it. Reach for it even on vague phrasing like "I want evals" or "how do I know if my agent is any good?"…
The way to turn what an agent keeps doing wrong into enforcement — failproofai policies that fire on every tool call. Reach for it on vague phrasing: "my agent keeps force-pushing" — a complaint, not a policy request. Trigger when the user wants to: • act on…
Package policies written with FailproofAI and publish them as an installable policy pack on GitHub. Use after `failproofai-policy-author` when the policy works locally and the user wants to share, version, release, or install it through `failproofai publish`…
The way to make an AI agent report what it did to Failproof AI — planning what to record, writing the instrumentation, and proving the events land. Reach for it on vague phrasing too: "add observability to my agent", "why isn't my agent showing up?" Trigger…
The complete FailproofAI skill — setup, local runtime, Cloud, SDK, policies, publishing, evaluator, commands, concepts, and troubleshooting. Give it to an agent that needs to understand or operate FailproofAI without another skill. Trigger when the user wants…
The way to answer "how are my production AI agents doing?" and to run the team's agent-observability deployment — reach for it even on casual phrasing that names no tool. Trigger when the user wants to: • inspect agent telemetry — did agents error/fail/go…