BugSwarm Mini — Autonomous AI Bug Finder

BugSwarm Mini is the released edition of BugSwarm — Minitia’s autonomous AI-agent army, engineered to relentlessly scour any codebase across specialized bug categories. It uniquely finds every current and future defect through predictive analysis, delivering undeniable, real-world proof for every bug it uncovers.

The full BugSwarm suite ships in the same release family — the Mini edition is the battle-tested core that’s live now.

The problem

Traditional static analysis produces noise: thousands of “issues,” most of which are false positives, and zero proof. Human review scales poorly as codebases grow and AI-generated code multiplies the surface area for bugs.

How BugSwarm works

• Specialized agent categories — each agent focuses on a class of defect: security, concurrency, resource leaks, logic errors, and more.
• Relentless scanning — agents repeatedly and systematically traverse the codebase rather than running a single pass.
• Predictive analysis — beyond finding today’s bugs, BugSwarm models where defects are likely to appear.
• Evidence for every finding — each report comes with undeniable, real-world proof: reproduction steps and the exact code path.

Integration

BugSwarm plugs into your workflow with GitHub and GitLab integrations and CI/CD support, so scanning happens on every push without leaving the developer loop.

Outcome

Instead of a haystack of warnings, teams get a short list of real bugs — each with evidence — plus early warning of where the next defect is likely to live.