Code Reviews with Evidence-Grounded AI

Sigilix is an AI-powered code review engine built for teams that care about trust, security, and low-noise engineering workflows. Instead of flooding pull requests with generic comments, Sigilix focuses on evidence-backed findings grounded in code, deterministic checks, and specialist review.

Features

Automated Pull Request Reviews
Continuously reviews new pull requests and incremental commits with focused analysis across security, logic, performance, and testing.

Evidence-Backed Findings
Surfaces issues only when they can be tied to concrete code context, deterministic evidence, or clear review provenance.

Security-Focused Analysis
Detects high-impact risks such as broken access control, command injection, exposed secrets, dependency vulnerabilities, and unsafe code patterns.

Low-Noise Review Experience
Prioritizes believable, high-signal findings so developers spend less time dismissing false alarms and more time fixing real problems.

Pull Request Summaries
Generates clear high-level summaries and technical walkthroughs of what changed in each pull request.

Line-Level Review Comments
Posts focused comments directly on relevant lines of code so issues are easy to understand, verify, and fix.

Multi-Specialist Review Engine
Runs independent specialists for security, logic, performance, and testing, then merges their findings into one coherent review.

Codebase-Grounded Answers
Ask Sigilix questions inside a pull request and receive answers grounded in the repository, changed files, and available evidence.

Test Coverage Awareness
Identifies areas where meaningful tests may be missing, especially when source changes are shipped without matching test coverage.

Team Memory
Learns from accepted and dismissed findings so future reviews can better adapt to your team’s standards and engineering preferences.

Configurable Review Rules
Customize severity thresholds, ignored paths, rule packs, review behavior, and model settings through a repository-level sigilix.json file.

Triage Integration
Connect code review context with issue workflows so teams can move from issue to pull request with better traceability.