AI Architect tops SWE-Bench Pro with 39% higher task success. See results Image

Deep codebase context
for AI coding agents

Coding agents fall short without system-level context.

Bito’s AI Architect brings that missing understanding to your coding workflows.

AI Architect tops SWE-Bench Pro

See how deep codebase context lifts coding agent success on large, complex, real world codebases.
TASK SUCCESS RATE
43.6%

Without context

Bito Ai
60.8%

With context

Bito AI
Evaluated on SWE-Bench Pro
Bito Ai
Bito Ai

Trusted by teams at

AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito
AI Code Reviews | Start free | Bito

Codebases are systems, not files. Engineers are humans, not agents. Today’s engineers face an onslaught of AI generated code introducing 2x more bugs without context or consideration.

This is why we built AI Architect.
AI Architect is Bito’s codebase intelligence engine that maintains a live knowledge graph of your software system—mapping APIs, modules, and dependencies—and delivers that context to coding agents, so AI can reason about system impact, not just generate output.

Grounded code generation

Ask “what billing endpoints are available and how do I call them?”
Bito boosts coding agents by 60% to 1-shot tasks.

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Triaging production issues

Quickly find root causes to production issues based on errors and logs.

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Onboarding

Ask “how does our authentication system work?”
Speed up engineering onboarding by 42%.
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Documentation

Ask “draw a block diagram, a sequence diagram, and a dependency graph.”
Tasks execute 14% faster with Bito’s dynamic indexing.

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Increase velocity, save time, reduce bugs

Integrate Bito directly in your GitHub, GitLab, or Bitbucket environments to get codebase-aware code reviews and context in every PR.

Get impact analysis across multiple repositories to reduce bugs and speed up merges with deep customization.

Speed up PR merges by 89% with 34% fewer regressions.

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How Bito works

Bito goes behind traditional embeddings to index your entire system as a dynamic knowledge graph. 
From repos to modules to APIs and libraries, Bito can deeply understand context and intent — the how and why something is implemented in your codebase.

No code storage or model training

Bito builds a knowledge graph of your codebase to deliver system context to any agent.

End-to-end data encryption

Runs on-prem or in the cloud. No code is stored and no model is trained.

Enterprise-ready

Designed and built for teams that work every day with complex codebases.

What teams are saying

Bito has trailblazed AI-powered developer software that engineers trust in their everyday work since 2023.

Bito Ai

We’ve spent too much time fixing agent-generated code. Now most changes work in one shot because Bito’s AI Architect actually understands our services and APIs. It’s been a huge boost to Cursor.

Bito Ai

New engineers used to take weeks to understand how our systems fit together. With AI Architect, they ramp up in days — the codebase context is already built into their agent.

Bito Ai
Teams felt a difference immediately and started saving 30% to 35% of human hours spent in code review each week.

Backed by investors at Eniac, NGP Capital, Vela Partners, and and NextView Ventures. 

We’re built with ❤️ from the around the world. 

No credit card required to start building with Bito.

Frequently asked questions

Codebase intelligence is a structured understanding of how repositories, modules, APIs, and dependencies relate to each other. Bito builds this intelligence so AI tools can reason about system level impact instead of working on isolated files.

AI Architect is Bito’s codebase intelligence layer exposed to AI coding tools through MCP. It lets agents query relationships across repos, services, and APIs, and it automatically supplies relevant system context during code generation and reviews using a continuously indexed view of the codebase.

Bito’s AI Code Review Agent uses AI Architect-powered codebase intelligence to analyze pull requests in context of the full system. Reviews include cross repo impact analysis, dependency awareness, and configurable rules that go beyond diff level feedback.

Bito indexes repositories as a connected graph, mapping symbols, modules, APIs, and dependency flows across repos. The index updates dynamically as code changes so system context stays current for coding and reviews.

Bito supports cloud and on-prem deployment for teams with different security requirements. Customer code is not stored and is not used to train models. Bito is SOC 2 Type II certified and designed for enterprise grade security and compliance.