AI Engineering Intelligence Platform
Every tool engineering teams need to comprehend codebases, map complex dependency graphs, detect tech debt, and accelerate software delivery.
Platform Capabilities
Everything your team needs to understand, audit, document, and scale complex software systems.
Language-aware AST parsing with symbol extraction, complexity analysis, and semantic chunking.
A connected graph mapping files, symbols, dependencies, services, and PR history.
Detect layer violations, circular dependencies, and architectural drift before code merges.
Generates up-to-date system documentation, API specs, and architectural decision records.
A dedicated studio to query your codebase with grounded RAG context and stream answers.
Merges Postgres Full Text Search (lexical) with pgvector HNSW semantic embeddings.
Parses package manifests to audit outdated dependencies, security CVEs, and licenses.
Persists organizational decisions, past PR reviews, and coding style preferences.
Automates background scanning via Inngest with real-time Slack alerts and Jira sync.
How CogniQA Works
From repository connection to continuous intelligence delivery in 6 seamless steps.
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.
AST Parsing & Vector Indexing
Inngest background workers clone, parse AST syntax trees, and generate pgvector embeddings with step-by-step progress tracking.
Grounded Code RAG
Ask deep architecture, security, or implementation questions. AI streams grounded responses backed by exact file path citations.
PR Reviews & Refactoring
Deploy AI specialists to review pull request diffs, spot security vulnerabilities, and generate technical debt reports.
Markdown, PDF & Docs Export
Turn codebase analysis into versioned Markdown documentation. Sync directly to Google Docs or export as server-rendered PDFs.
Accelerated Delivery
Reduce developer onboarding from weeks to hours, slash PR review turnaround, and ship high-quality software with confidence.
Ecosystem Connectivity
Connect CogniQA seamlessly with your existing developer stack, issue trackers, CI/CD, and communication tools.
OAuth & GitHub App sync for repos, commits, PR diffs, and issue tracking.
Merge request reviews, repository indexing, and pipeline diagnostics.
Workspace repository connection and pull request automated checks.
Two-way sync and 1-click ticket creation from security & debt reports.
Real-time alerts, daily summaries, and /cogniqa slash command.
Drive document linking and direct documentation export to Google Docs.
Auto-link engineering findings and technical debt items directly to Linear issues.
Inline AI Studio assistant and codebase search extension inside VS Code.
Parse Dockerfiles and compose manifests for container deployment readiness.
Analyze K8s Helm charts and YAML manifests for configuration drift.
Terraform and CloudFormation infrastructure analysis for cloud architecture.
ARM template parsing and Azure DevOps pipeline compliance checks.
Connect your GitHub repository in under 2 minutes. Map software architecture, generate live documentation, and chat with AI specialists today.
