CollectivAI

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dowhile is an AI code intelligence tool that helps developers search, navigate, and understand entire codebases with zero hallucinations. It provides accurate, context-aware answers across code and knowledge bases.

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At a glance

Pricing

Likely Not Free

Free tier

API

Skill level

Technical

About

What is CollectivAI?

dowhile offers enterprise-grade AI code intelligence designed to help engineering teams understand and navigate complex codebases. It indexes entire repositories from GitHub, GitLab, or Bitbucket in minutes, allowing users to ask natural language questions about architecture, implementations, or complex code flows. The tool provides grounded answers traced back to actual source code, eliminating guesswork and hallucinations. Key benefits include accelerating developer onboarding, eliminating institutional knowledge risk, and speeding up integration development by auto-generating guides from live source code. dowhile is SOC 2 Type II certified, ensuring enterprise-grade security with end-to-end encryption and zero code retention.

Best used for

Ideal for developers and engineering managers who need to rapidly understand complex codebases, accelerate new engineer onboarding, and reduce institutional knowledge risk. Especially valuable for teams working with large, intricate systems or those needing to quickly generate integration guides from live source code.

Common actions

understand codebases

search code

navigate repositories

onboard developers

generate documentation

browser-basedCode understandingai assistantCode searchcode analysisDeveloper toolonboardingSoftware development

Capabilities

Key features

Deep codebase intelligence
Accelerate developer onboarding
Eliminate institutional knowledge
Auto-generate integration guides
Enterprise-grade security
Zero code retention

Target Audience

developerproduct manager

Integrations

githubgitlabbitbucket

Pricing & Plans

Likely Not Free

Not Disclosed

FAQs

How does dowhile ensure zero hallucinations in its answers?

dowhile avoids hallucinations by tracing every response back to actual source code. It indexes your entire codebase and knowledge base, providing precise, citation-backed answers with full dependency and architectural context, ensuring factual accuracy.

What security measures does dowhile have in place for codebases?

dowhile is SOC 2 Type II certified, offering enterprise-grade security. It features end-to-end encryption for data at rest and in transit, and crucially, it operates with zero code retention, meaning your source code is never permanently stored on their servers.

How quickly can dowhile index a repository and become operational?

Once connected to your GitHub, GitLab, or Bitbucket repository, dowhile can index your entire codebase in minutes. This rapid setup allows engineering teams to start asking questions and getting grounded answers almost immediately.

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