Eliminate production incidents before they happen.
Close the loop between post-mortems and code. The Loop transforms incident knowledge into active guardrails in your CI/CD pipeline.
by Oute
Don't let history repeat itself in your code.
Your team writes detailed post-mortems after every incident. But that knowledge stays in Notion docs and Confluence pages — never reaching the developer at the moment they're about to introduce the same pattern that caused the last outage. The Loop changes that.
Three layers. Zero blind spots.
Static Rules
Deterministic Semgrep rules derived from real production incidents. Runs in pre-commit and CI. Every finding links to the original incident. No AI hallucinations — pure pattern matching.
RAG Advisory
AI-powered review that compares your pull request against a knowledge base of past incidents. Posts non-blocking comments with matched incidents, confidence scores, and remediation guidance.
Auto Synthesis
When the same pattern is flagged across multiple PRs, The Loop automatically generates a new static rule and opens a PR for human approval. The system learns and hardens over time.
The feedback loop that makes your code safer.
Every production incident becomes a guardrail. Post-mortems feed the knowledge base. The knowledge base generates rules and advisories. Rules block known anti-patterns. Advisories catch semantic similarities. And when new patterns emerge, they become new rules. The loop never stops.
Works where you work.
GitHub
GitHub App with Check Runs, SARIF reports, and PR review comments.
IDEs (MCP)
Cursor, VS Code, Windsurf — scan code and get advisories directly in your editor.
GitLab / Bitbucket / Jenkins
REST API with webhook support. SARIF and JSON output.
Be the first to close the loop.
Join the waitlist and get early access when we launch.