Automated Code Review in Practice
What happens when automated code review meets real industrial pipelines — adoption, impact, and failure patterns in practice.
ICSE-SEIP 2025Our work on AI-assisted software engineering is published at ICSE, ESEC/FSE, and MSR — and it is the foundation of how we design evals, data, and environments.
What happens when automated code review meets real industrial pipelines — adoption, impact, and failure patterns in practice.
ICSE-SEIP 2025A systematic evaluation of frontier LLMs as code reviewers: where they match expert judgment, and where they break.
Preprint 2025 · arXiv:2505.20206A forward vision for code review as an agentic, multi-step process — and what it demands from training data and evaluation.
Preprint 2026 · arXiv:2605.17548Generating tests that understand the change, not just the code — groundwork for verifier design in SWE environments.
Preprint 2026 · arXiv:2605.25285Extracting reliable dependency graphs at repository scale — infrastructure for repo-level task design.
MSR 2025Which files actually matter in a codebase — a signal we reuse when selecting repositories and tasks for coding data.
ESEC/FSE 2023We're preparing our first public artifacts.
Our team serves as a reviewer at MSR and works actively within the software engineering research community.
Reach out and we'll keep you in the loop as our first public benchmarks and posts go live.
Get in touch