Mneme HQ for Engineering Teams
Architectural governance for AI-assisted engineering, organized by the role that owns the problem. Three paths into the same governance layer.
AI Increases Code Throughput. Your Review Capacity Does Not.
The bottleneck for AI-assisted teams isn't generation — it's governance. Enforce architectural standards before code reaches review and stop trading throughput for drift.
Read →Centralize Architectural Standards Across AI Coding Workflows
One decision corpus. Every agent. Every tool. Three-tier rollout — org policy, team architecture, per-feature override — with deterministic precedence resolution.
Read →Stop Repeating Architectural Decisions in Every PR Review
Record an architectural decision once and have it enforced before AI writes the code. No more leaving the same review comment on the third agent of the week.
Read →Continue reading
The same governance layer, viewed from adjacent angles — reference architectures, integrations, and the conceptual case for governance before generation.