Optimal AI research showed that triple agent setups achieved 87% accuracy on live codebench, matching its findings and benchmarks.
Published
Signal category
Research & Knowledge
Quote
“This research matched our findings and our own benchmarks. An AI reviewer approving AI written code doesn't always need to be a swarm of agents”
— Syed Ahmed|Optimal AI team
Company
Optimal AI
Reviews PRs. Fixes CI. Catches vulnerabilities. Ship everything. Break nothing.
- Industry
- Software Development
- Location
- San Francisco, US
- Company size
- 15 employees
Your team reviewed it. The bug shipped anyway. Optibot is an AI code review engineer with full codebase and architecture context, not just the diff. It catches issues in the blast radius, proactively fixes CI failures before they block deploys, and surfaces dead code and compliance gaps that accumulate while your team is focused on shipping. Paired with Insights, you stop guessing whether your team is shipping well: live visibility into cycle times, review quality, and delivery health across every repo. Trusted by thousands of engineers across enterprise teams and fast-growing startups, including MongoDB, MPulse, Prometric, and TaxGPT. 2x more security vulnerabilities and tech debt identified. Your senior engineers back to building.
Founded 2025