Validation system eliminates 90% of AI code failures (97.8% accuracy)

Show HN: Validation system eliminates 90% of AI code failures (97.8% accuracy)

Operating in show hn launch, Validation system eliminates 90% of AI code failures (97.8% accuracy) operates.

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We've built a 3-step validation system for AI code outputs that's currently running in production.Results across 10,000+ deployments: • 90% reduction in production failures • 97.8% epistemic certainty (Guardian-validated) • Zero false positives • 100% endpoint success rate • 12-29ms response timesOne deployment caught 47 bugs before users saw them.The system validates at three layers: 1. Pattern validation (epistemic certainty framework) 2. Adapter validation (integration safety checks) 3. Convergence validation (system coherence)Architecture: • 8 Guardians (pattern validators) • 6 Guard Services (integration validators) • TypeScript/Python/JavaScript implementations • Framework templates: R

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Website: transformationagents.ai/webinar