200
Repos
12
Tools
300
PRs/day
The problem
- The agent runs shell commands with no sandbox — it can break things.
- It When an AI confidently makes up something that sounds right but is false. APIs and libraries that don't exist.
- A A trick where hidden text in a message or document hijacks the AI into ignoring its real instructions. hidden in a file can hijack it.
- Prompt tweaks silently make it worse with no way to tell.
Your mission
Build a coding agent that's powerful but safe, grounded, and measurable.
Components
0/13 placedReasoning0/3
Tools0/2
Knowledge0/4
Guardrails0/2
Evaluation0/2
Architecture Canvas
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