Agent adoption is happening bottom-up, ungoverned. Skaftor gives you one control plane where agent work is dispatched from structured intent, gated, and recorded — turning shadow AI into auditable delivery.
Every team uses coding agents differently, with no standard, no visibility, and no audit trail. That's a governance blind spot your security and compliance teams can't see — shadow AI in the SDLC.
Instead of ad hoc prompts, agents receive work orders compiled from approved requirements — scoped, with acceptance criteria and full execution context.
Approval gates and automated checks — blast radius, drift, release confidence — block progression until conditions are met, producing an audit trail of who approved what and why.
Central visibility into agent work, plus reusable templates, so good patterns spread and nothing happens off the record.
Give agents a governed home rather than banning them: dispatch work over one MCP control plane, gate changes with automated checks and approvals, and record everything. Developers keep their tools and speed; the organization gets standardization, visibility, and an audit trail.
Last updated July 28, 2026 · https://skaftor.com/use-cases/govern-ai-coding-agents