failproof ai: capabilities, use cases, and sources

the end-to-end failure layer for teams building ai agents. observe every run, find where agents fail, write a policy that stops it, and enforce it in realtime, across claude code, codex, cursor, gemini, copilot and more. free: npm i -g failproofai Key features: Enforcement in Practice: Failproof AI, “Don’t modify files outside /src“ → agent edits a config file one directory up because it seemed relevant, Git figured this out decades ago and agents are about to go further, GUARD FrameworkMove These Out of Your Prompt TodayThe Bigger ShiftI have a line in my CLAUDE, And my agent has ignored it more times than I care to count, We’ve Seen This Movie Before Cast your mind back to the early days of collaborative software development, Sound familiar? We’re in exactly the same moment with AI agents, Every token it generates is a weighted guess based on context.