Optimal AI added multiple agents to its AI reviewer to catch what the first one missed, as agents tend to optimize for agreement rather than correctness.

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We added multiple agents to our AI reviewer to catch what the first one missed. Why? because it tended to agree with its single counterpart...almost every time. We made…

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Company

Optimal AI

Reviews PRs. Fixes CI. Catches vulnerabilities. Ship everything. Break nothing.

Industry
Software Development
Location
San Francisco, US
Company size
11–50 employees

About Optimal AI

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.

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