The first "Glass Box" AI coding assistant for Enterprise. Audit the prompts, tweak the logic, and swap LLM providers at will. Stop trusting black boxes with your IP.
Ready Out of the Box
DiffAI comes pre-configured with everything you need to ship better code, faster.
Chat with your codebase. Ask questions like "How does auth work?" or "Find security issues in payment.py" directly from your terminal.
Tackle complex tasks with AI-generated execution plans. DiffAI breaks down goals into verifiable steps and executes them one by one.
Install the GitHub App to get instant, context-aware reviews on every Pull Request. It analyzes diffs and dependencies to catch bugs early.
Orchestrate specialized agents (Security, Performance, QA) to audit your code. Get a comprehensive report with actionable findings.
DiffAI can propose and apply edits to your files. All changes are simulated first and require your explicit confirmation before applying.
Connect external tools via the Model Context Protocol. Let DiffAI fetch Linear tickets, check GitHub issues, or search documentation.
The "Glass Box" Advantage
Most AI tools are black boxes. DiffAI is different. We believe that to trust an AI with your code, you need to see how it works.
See exactly how your code is processed in diffai/server/. Verify data handling for compliance.
Need a specific security check? Subclass BaseAgent and add your own logic.
Don't like the review style? Edit prompts.py to enforce your engineering culture.
Don't Marry a Model
Models are commodities. DiffAI lets you treat them that way. Optimize for cost, speed, or intelligence on a per-task basis.
For linting, typos, and basic reviews.
For refactoring plans and architecture.
Route tasks to different models in parallel.
Stop Renting Black Boxes
| Feature | DiffAI | Typical AI SaaS | Open Source |
|---|---|---|---|
| Data Privacy | Your Cloud or Hosted | Vendor Cloud | Manual |
| Prompt Logic | Visible & Editable | Hidden | Visible |
| Model Choice | Agnostic | Vendor Locked | Configurable |
| Support | Enterprise SLA | Community / None | Standard Support |
| Compliance (SOC2, HIPPA, GDP) | Fully Compliant | Varies | Do It Yourself |
Join the engineers who prefer "Glass Box" transparency over "Black Box" magic.
Or install via curl: curl -sSL https://diffaiapp.com/static/install.sh | bash