Autonomous GitHub Issue Triage with Calibrated Safety Gates.
Stop relying on brittle prompt wrappers. IssuePilot connects to your GitHub repositories, computes calibrated choice, score, and noul probabilities, auto-labels high-confidence issues, and routes uncertain cases to your team's review inbox.
All production invoice webhooks are failing with 500 Internal Server Error following v3.2 deploy. Customer ledger settlements are halted.
From GitHub Issue Webhook to Verified Label in Milliseconds
Designed for engineering organizations that need deterministic safety controls around AI automation.
Connect Repositories
Link your GitHub repositories via OAuth, Personal Access Token, or HMAC-SHA256 webhooks with automatic delivery deduplication.
Jev 1.13 Inference
Computes structured choice probabilities, rubric severity scores (0–3), and critical escalation risk without brittle regex parsing.
Per-Repo Safety Gates
Enforces your repository's custom confidence threshold (e.g. 75%) and flags borderline escalations (60%–85%) for human review.
2-Way GitHub Label Sync
High-confidence decisions auto-apply labels on GitHub immediately; uncertain issues wait in your split-pane Review Inbox.
Built Like a Real Engineering SaaS
Split-Pane Human Review Inbox
Inspect low-confidence or borderline escalation issues side-by-side with full probability breakdowns. Approve with one click or override category and priority before syncing to GitHub.
Per-Repository Policy Thresholds
Configure stricter confidence gates (e.g., 85%) on mission-critical payment or auth repositories while keeping docs and SDK repos on fast auto-routing.
Zero-Cost Local & Live Dual Mode
Seamlessly switches between live Jev 1.13 API inference and deterministic local evaluation, complete with a 15-case ground-truth benchmark suite.
Connect your GitHub repositories today
Try the full onboarding flow with a real GitHub Personal Access Token or our 1-click Demo GitHub Organization.