🛡 Your AI Agent Lies To You
8847 bugs across top agent frameworks. Duplicate payments, faked tool calls, crashed sessions. ARK makes agents trustworthy.
8847 bugs across top agent frameworks. Duplicate payments, faked tool calls, crashed sessions. ARK makes agents trustworthy.
Prevents duplicate tool execution. Same call twice? Only runs once. Stripe-grade safety for your agents.
Auto-meltdown → safe fallback. GPT-4 fails 3 times? ARK switches to Claude. Your agent never crashes.
Validates every agent output against a schema. Catches "the agent said it charged $10 but actually wrote 'hello world'".
Full execution tree + reliability score. Share your ARK badge. Gamify trust with achievements.
Auto-detects LangChain, CrewAI, OpenAI SDK. Zero config.
Show the world your Agent is reliable. Add this badge to your README.
Add ark-trust (Python) or @feilunxitong/arkit (TS) to your agent project.
ARK auto-detects your agent framework and validates every action.
Add the badge SVG to your README. Your trust score updates automatically.