Solutions

System
Evolution.

Workflow primitives that connect to GitHub, Slack, CI/CD, and ticketing. Reliable, auditable AI tasks that run overnight — generating specs from what agents built, verifying convention adherence, surfacing results where your team already works.

~ topogy / context-graph / live-session.mcp
Hero illustration — overnight workflows running across the system
The Problem

Repeatable, structured tasks AI should handle — but teams lack the infrastructure to run them reliably.

Spec generation, code review, verification, dependency analysis — tasks your team does every week, or skips because there's no time.

System Intelligence

Understand how your system evolves — which patterns are emerging, which are declining, how decisions compound. Stay ahead of degradation before it becomes a production incident.

Learn about System Intelligence →

Architecture Coherence

Verify that your system's architecture stays coherent as it scales — consistent patterns across services, aligned abstractions, no accidental divergence. The structural integrity check your codebase doesn't have today.

Learn about Architecture Coherence →

Automated Spec Generation

Specs generated and maintained from what agents and engineers actually build — living documentation derived from the system itself, not what someone planned six months ago.

Learn about Automated Spec Generation →

Overnight Workflows

Verification, maintenance, and improvement tasks that run autonomously — convention checks, dependency analysis, spec refresh, architecture reviews. Systems get better while your team sleeps.

Learn about Overnight Workflows →
The Outcome

Your systems improve while your team sleeps.

Maintenance that used to require dedicated sprint time happens automatically. The codebase evolves intentionally, not accidentally.

See System Evolution in action

Automated workflows that keep your codebase healthy overnight.