Repository Intelligence
AI-powered analysis of your entire codebase
AI Powered Engineering Intelligence
Engineering Intelligence.
Built for modern teams.
CogniQA transforms repositories into an intelligent engineering workspace where AI understands architecture, documentation, delivery, and the work between them.
AI that understandsRepositories
Trusted by engineering teams, startups, enterprises, and open source developers.
AI Visualization
Cognitive map of your engineering system.
live workspace
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Node
Repository
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Node
Knowledge Graph
3
Node
Architecture
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Node
AI Agents
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Node
Engineering Insights
CogniQA Core
Repository intelligence in motion
Repository graph
Knowledge graph
Architecture intelligence
Live AI Demo
Explain authentication flow.
Streaming
User: “Explain authentication flow.”
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•✓ Building architecture map...
•✓ Finding API routes...
•✓ Generating explanation...
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Languages Supported
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Manifest Formats
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Autonomous Pipeline Agents
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Grounded Code Citations
Everything Your Engineering Team Needs
A quiet system for serious software teams.
CogniQA turns repositories, architecture, documentation, and delivery signals into one elegant workspace.
AI Studio
A focused workspace for asking engineering questions with live repository context.
Knowledge Graph
See services, files, and decisions as a connected system of knowledge.
Architecture Intelligence
Understand boundaries, dependencies, and design patterns before they become debt.
Engineering Analytics
Track activity, usage, and productivity with minimal, readable metrics.
Documentation
Turn repository evidence into clear explanations your team can trust.
Security
Spot risk, surface the right context, and keep engineering decisions auditable.
Technical Debt
Prioritize what matters and create a more legible backlog for the team.
Slack
Sync-complete and critical-finding notifications delivered where your team already talks, plus a /cogniqa slash command for instant status.
Jira
Two-way issue sync and one-click issue creation from any technical debt or security finding.
Google Workspace
Attach reference Drive files to a repository and export AI-generated documentation straight to Google Docs.
Autonomous Engineering Intelligence
AI Studio Specialists
Purpose-built AI agents trained on code comprehension, system topology, security analysis, and software delivery workflows.
Core Specialist
Architecture Specialist
System Boundaries & Design Drift
Maps component hierarchies, boundary violations, and module dependencies across your repository.
Boundary analysis
Layer violation detection
System topology mapping
Autonomous Agent
Code Review Agent
Automated PR Diffs & Quality
Analyzes incoming pull requests for edge cases, performance regressions, and architectural adherence.
Automated PR feedback
Diff impact analysis
Test gap identification
Security Agent
Security Auditor
Vulnerabilities & Secret Detection
Scans source files and dependencies for CVEs, exposed credentials, and OWASP top-10 risks.
Secret scanning
Dependency CVE audit
OWASP risk scoring
Refactor Specialist
Technical Debt Specialist
Refactoring & Anti-Patterns
Identifies code smell clusters, duplicate logic, and unmaintained legacy modules before costs compound.
Cyclomatic complexity tracking
Legacy code scoring
Jira ticket creation
Docs Specialist
Documentation Writer
System Specs & API Docs
Generates up-to-date Markdown documentation, system specs, and API references directly from source code.
Live doc generation
Markdown & PDF export
Google Docs sync
Intelligence Agent
Code RAG Specialist
Hybrid Semantic & Lexical Search
Combines pgvector HNSW similarity search with Postgres FTS to deliver grounded context for any prompt.
Hybrid vector/lexical search
File chunk retrieval
Citations with line numbers
Dependency Agent
Supply Chain Specialist
Manifest & Dependency Health
Parses package.json, go.mod, Cargo.toml, and requirements.txt to audit licensing and outdated packages.
Manifest parsing
Framework identification
Dependency health checks
Coming Soon
Engineering Memory Agent
Organization History & Decisions
Semantic long-term memory across historical pull requests, design documents, and architectural decisions.
Semantic decision graph
PR history retrieval
Architecture decision records
Platform Capabilities
Engineering Platform Features
Everything your team needs to understand, audit, document, and scale complex software systems.
Codebase Understanding
Repository Intelligence
Language-aware AST parsing with symbol extraction, complexity analysis, and semantic chunking.
Full AST analysis for TypeScript & JavaScript. File indexing and semantic search for Python, Go, Rust, Java, C++, C#.
System Topology
Knowledge Graph
A connected graph mapping files, symbols, dependencies, services, and PR history.
Visualizes cross-file dependencies and component interactions in real time.
Design Integrity
Architecture Analysis
Detect layer violations, circular dependencies, and architectural drift before code merges.
Automated compliance checks against defined engineering boundaries.
Living Knowledge
Documentation Generation
Generates up-to-date system documentation, API specs, and architectural decision records.
Export straight to Markdown, PDF, or Google Docs with two-way sync.
Interactive Studio
AI Engineering Workspace
A dedicated studio to query your codebase with grounded RAG context and stream answers.
Direct file citations with line numbers, code snippets, and exact file paths.
Fast Retrieval
Hybrid Code Search
Merges Postgres Full Text Search (lexical) with pgvector HNSW semantic embeddings.
Find exact variable names or search conceptually for high-recall answers.
Supply Chain
Dependency Analysis
Parses package manifests to audit outdated dependencies, security CVEs, and licenses.
Supports package.json, go.mod, Cargo.toml, requirements.txt, and pom.xml.
Long-term Context
Engineering Memory
Persists organizational decisions, past PR reviews, and coding style preferences.
Ensures AI responses align with your team's specific conventions.
Workflow Integration
Collaboration & Automation
Automates background scanning via Inngest with real-time Slack alerts and Jira sync.
One-click issue creation from tech debt and security reports.
How CogniQA Works
Engineering Workflow
From repository connection to continuous intelligence delivery in 6 seamless steps.
01
Connect Repositories
GitHub OAuth & App Integration
Connect your public or private repositories in seconds via official GitHub OAuth. Your code tokens are stored with AES-256 encryption.
02
Build Knowledge Graph
AST Parsing & Vector Indexing
Inngest background workers clone, parse AST syntax trees, and generate pgvector embeddings with step-by-step progress tracking.
03
Ask Engineering Questions
Grounded Code RAG
Ask deep architecture, security, or implementation questions. AI streams grounded responses backed by exact file path citations.
04
Collaborate with AI
PR Reviews & Refactoring
Deploy AI specialists to review pull request diffs, spot security vulnerabilities, and generate technical debt reports.
05
Generate Documentation
Markdown, PDF & Docs Export
Turn codebase analysis into versioned Markdown documentation. Sync directly to Google Docs or export as server-rendered PDFs.
06
Deploy Faster
Accelerated Delivery
Reduce developer onboarding from weeks to hours, slash PR review turnaround, and ship high-quality software with confidence.
Ecosystem Connectivity
Supported Integrations
Connect CogniQA seamlessly with your existing developer stack, issue trackers, CI/CD, and communication tools.
GitHubNative
Source ControlOAuth & GitHub App sync for repos, commits, PR diffs, and issue tracking.
GitLabComing Soon
Source ControlMerge request reviews, repository indexing, and pipeline diagnostics.
BitbucketComing Soon
Source ControlWorkspace repository connection and pull request automated checks.
JiraLive
Issue TrackingTwo-way sync and 1-click ticket creation from security & debt reports.
SlackLive
Team MessagingReal-time alerts, daily summaries, and /cogniqa slash command.
Google WorkspaceLive
Documentation & DriveDrive document linking and direct documentation export to Google Docs.
LinearComing Soon
Issue TrackingAuto-link engineering findings and technical debt items directly to Linear issues.
VS CodeComing Soon
IDE IntegrationInline AI Studio assistant and codebase search extension inside VS Code.
DockerSupported
ContainersParse Dockerfiles and compose manifests for container deployment readiness.
KubernetesComing Soon
OrchestrationAnalyze K8s Helm charts and YAML manifests for configuration drift.
AWSComing Soon
Cloud InfrastructureTerraform and CloudFormation infrastructure analysis for cloud architecture.
AzureComing Soon
Cloud InfrastructureARM template parsing and Azure DevOps pipeline compliance checks.
System Architecture
Engineered for Codebase Integrity
CogniQA delivers reliable, grounded engineering intelligence with strict data isolation, deterministic static analysis, and verifiable citations.
Privacy & Security
Zero Training on Customer Code
Enterprise Isolation
Your source code, AST graphs, and embeddings are isolated per workspace. We never use your code to train foundational models.
Row-Level Security (RLS) enforcement
AES-256 encrypted access tokens
Ephemeral inference execution
Code Intelligence
Deterministic AST & Semantic Parsing
Dual-Engine Grounding
Combines structural AST analysis with high-dimensional vector embeddings to deliver exact file paths, cyclomatic metrics, and line-level citations.
Static Babel AST symbol extraction
pgvector HNSW cosine similarity
Circular dependency detection
Workflow Automation
Autonomous Multi-Agent Orchestration
Production Pipelines
Specialized background agents continuously inspect your codebase to uncover technical debt, generate documentation, and automate pull requests.
14 Autonomous pipeline workers
Inngest step-level progress tracking
Direct GitHub PR creation with diffs
Frequently Asked Questions
Engineering FAQ
Answers to common questions about repository indexing, AI security, vector search, and integrations.
CogniQA connects via official GitHub OAuth / GitHub App permissions. TypeScript and JavaScript files are processed with full AST parsing. All files are chunked using semantic splitting, converted to vector embeddings, and stored in a private pgvector instance with strict Row Level Security (RLS) policies scoped by organization ID.
Simple, Transparent Pricing
Plans for Teams of Any Size
Start with our free Developer tier. Upgrade as your codebase and team expand.
Developer
$0/forever free
Perfect for individual developers exploring repository intelligence on public projects.
Up to 3 Public Repositories
100 AI Queries & Actions / month
pgvector Semantic Code Search
AST & Knowledge Graph Map
Manifest Dependency Extraction
Community Support
Professional
Most Popular₹999/per seat / month
For software engineering teams needing private repository intelligence & full agent workflows.
Unlimited Public & Private Repositories
Unlimited AI Studio Queries & Worker PRs
All AI Studio Specialized Agents
GitHub, Jira & Slack Native Sync
Google Workspace Documentation Export
Continuous Security & Tech Debt Audits
Standard Support (24h SLA)
Enterprise
Custom/custom invoicing
For large engineering organizations with custom security, SLA, and dedicated infrastructure needs.
Unlimited Seats & Repositories
Bring Your Own Keys (BYOK)
Dedicated pgvector & Database Instances
Custom LLM Fine-tuning & Routing
Dedicated Customer Success Manager
99.9% Uptime Guarantee & Custom SLA
Autonomous Intelligence Workspace
Ready to transform your repository intelligence?
Connect your GitHub repository in under 2 minutes. Map software architecture, generate live documentation, and chat with AI specialists today.
Free trial • No credit card required • 2-minute GitHub setup