OpeClaud Research Lab is the publishing arm of OpeClaud Ai Company. Our team of engineers and researchers studies how AI coding assistants behave in real production environments — not in demos. We collect data, run controlled experiments, and publish what we find.
Our flagship dataset covers more than 10,000 AI-generated pull requests, analyzed for failure patterns that human reviewers and traditional test suites routinely miss.
AI assistants are now part of every developer's workflow. The question isn't whether to use them — it's how to use them safely. Our mission is to give engineering teams the evidence, patterns, and tools to verify AI-generated code before it reaches production.
Every finding starts with data: real pull requests, real failures, real production incidents. We document the patterns, reproduce them in controlled experiments, and publish the results openly so the whole industry can benefit.