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BugBot: Eight Passes, One Mergeable Truth

How parallel review passes, majority voting, and a validator model reduce false positives without slowing high-velocity teams.

M
Midcore Team·Engineering
Apr 3, 20266 min read

Why one pass is not enough

Single-pass reviews inherit ordering bias. BugBot randomizes perspectives, buckets similar issues, and requires majority agreement before surfacing a defect.

The validator gate

A lightweight model filters obvious false positives so developers trust the signal. Metrics track resolution rate and hotspots over time.

Rules that scale

BUGBOT.md layers with YAML and org defaults so security policies win without forking the engine.

Next steps

See docs/product/bugbot for setup and the public /bugbot page for positioning.

Build with proof, not promises

Join the developers compiling intent into deployable software with deterministic gates.