Research

Introducing Paragon: The Next Generation of Autonomous Code Review

Oct 23, 2025

Introducing Paragon: The Next Generation of Autonomous Code Review

Deep dive into Paragon's architecture: how Polarity Heavy, Planner Agent, Worker Fleet, and Sandbox Verifier work together to achieve 94% accuracy and 6x faster execution than competitors.

ReviewBenchLite: A Benchmark for Evaluating Code Review Agents Capabilities with Production issues.

Nov 3, 2025

ReviewBenchLite: A Benchmark for Evaluating Code Review Agents Capabilities with Production issues.

A benchmark for systematically evaluating proactive code review capabilities. Evaluates 117 real-world issues from 25 Python repositories across five categories. Results show specialized agents achieve up to 81.2% accuracy.