Banking
Governing AI coding agents in the developer toolchain
- Problem
- Engineering teams used an AI coding agent inside their editors. The organisation wanted to extend it to the command line and to unattended CI use, which changes how much the agent can do on its own and what it can reach.
- Approach
- We assessed the incremental risk of that extension: non-interactive execution in pipelines, autonomy and auto-approval modes, inherited shell credentials, and MCP tool integrations. AI-assisted tooling supported the assessment itself, and every finding was reviewed by Jack before it was reported.
- Outcome
- A delta security assessment setting out the controls required before the extension could proceed.
