Ship AI Guardrails With Institutional Memory

Stop AI slop before it merges. Turn manual guardrails into always-on automation.

96+ production guardrails • automation hooks for CI/CD • incident recall built in.

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Guardrail Workflows

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Checklist Steps Documented

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Production Guardrails

Documented workflows anchored in audits, incidents, and daily engineering practice.

Automation Hooks

Pre-built handoffs for pre-commit, CI/CD, and MCP agents so enforcement is a toggle, not a rewrite.

350+

Commits Today

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Start with TypeScript files, not databases. UI can be rebuilt in minutes. Ship fast, validate, then optimize. This is modern rapid prototyping.

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Ship AI Guardrails With Institutional Memory

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