Kaktoos helps AI coding agents understand what a change could affect — and independently verify it. Before a change, Kaktoos provides grounded engineering context around existing services, APIs, workflows, dependencies, and ownership through MCP. After a change, it analyzes the PR or commit, identifies potential impact, and runs existing API verification workflows to produce actual evidence. Understand before you change. Verify after you change.