LLM Feature Guardrails

Make sure 'asdf' never reaches your model, and your keys never reach the browser.

Audits AI features before launch: input checks before model calls, a no-meaningful-attempt path, rate limits, server-side keys, output contracts and leakage filters, provider data-use, access gates and launch basics.

Why it's different

Inputs like 'test' and 'asdf' advanced a real product until this check existed
A 'no meaningful attempt' path stops generous feedback
Provider data-use and beta access-gate checks

Try asking

“before an AI beta”“AI endpoint security”“LLM cost spikes”

Details

Works with: Claude.ai, Claude Desktop, Claude Code, Codex and other SKILL.md agents
Needs: None
Pack: Claude Code & Codex Workflow (€29)
Also covers: llm guardrails, AI feature launch checklist, secure AI endpoint

Same pack