Now in Early Access
Deterministic AI Compliance Remediation
StrictLoop detects runtime exceptions, runs strictly bounded AI diagnosis loops, AST-validates every fix, and opens auditable GitHub Pull Requests — deterministic compliance automation for engineering teams.
🌀
Bounded Loops
AI diagnosis is capped at MAX_REFLEXION_ATTEMPTS = 3. No runaway inference — every remediation cycle is auditable and time-boxed.
🧬
AST Validation
Every generated fix is validated via SEARCH/REPLACE grounding and a language-appropriate compile check before a PR is opened. No hallucinated diffs.
📋
Deterministic Compliance
Presidio NER PII scrubbing, SHA-256 API key hashing, and a full audit trail on every remediation decision — built for regulated environments.