AI Governance for the Developer
Governance shouldn't feel like friction bolted onto your workflow. AI-SDLC is invisible for low-risk work and genuinely helpful for complex work — your AI tools keep working, they just produce better results with less rework.
Governance shouldn't slow you down
Developers want AI tools that help them ship faster — not governance layers that create busywork.
Governance feels like friction
Most governance tools add review steps, approval gates, and documentation requirements that feel like overhead bolted onto your workflow. You want to ship code, not fill out forms.
AI-generated code creates rework
AI agents write code that works but doesn't follow your codebase patterns. You spend time refactoring AI-generated code instead of building new features.
Context switching between tools
Your AI coding agent, review tools, and governance systems are all separate workflows. Every context switch costs productivity and breaks your flow state.
Governance that makes AI tools better
AI-SDLC enhances your AI tools instead of restricting them — better context, fewer reworks, less friction.
Invisible for low-risk work
Advisory mode means governance runs in the background for routine work. You don't see approval gates, review queues, or documentation forms — you just ship code.
Context-aware AI assistance
AI agents get better context about your codebase patterns, architectural constraints, and quality requirements — producing code that needs less rework from the start.
Helpful for complex work
When you're working on complex changes, governance becomes visible and helpful — routing your work to the right reviewers and ensuring quality gates catch issues before they reach production.
Integrated developer experience
AI governance runs alongside your existing tools — no new dashboards to check, no separate approval workflows, no context switching away from your IDE.
Ready to try governance that doesn't get in your way?
Start with the open-source Community edition. Apache 2.0, runs locally, and integrates with the AI tools you already use.