Coding workflows and code review, in practice.
Practical guides to coding agent orchestration, reviewable development workflows, and security reviews of AI-generated code.
September 26, 2026
Reviewing AI-generated code: a cross-tenant authorization example
Follow an illustrative IDOR finding from an authenticated endpoint to its data query, then define a bounded fix and regression checks for tenant isolation.
September 26, 2026
AI coding agent orchestration: roadmap to pull request
Learn how to orchestrate AI coding agents through task planning, context handoffs, implementation, independent review, and recovery, with a worked example.
April 2, 2026
Why Ad Actum Exists
AI-assisted tools can accelerate software changes, but understanding their effect on the surrounding system still requires engineering context.