Software Factory Audit for Engineering Teams

Scaling engineering velocity with AI requires more than giving developers chat subscriptions. If your team experiences context drift, fragile code generation, or review bottlenecks, your development infrastructure lacks key structural gates.

In this 2-day audit, I evaluate your startup's codebase, CI test runner configurations, context boundaries, and agent workflows. I examine where AI tools fail in your current setup, identify security and architectural risks, and map out a clear roadmap to transform your codebase into a governed Software Factory.

Who it's for: Startups and scaleups operating on a primary codebase that want to optimize developer velocity, reduce AI code regressions, and implement structured agent verification.

• Day 1: Kickoff and Audit Kickoff call: architecture walkthrough with your technical lead. Then the codebase and continuous integration test pipeline audit, and the context boundary, rule inheritance, and tool security review.

• Day 2: Roadmap and Debrief Roadmap synthesis, risk matrix analysis, and report generation. Then the debrief call: live walkthrough of the audit findings and Q&A.

• Written Audit Report: Detailed evaluation of codebase readiness, context boundaries, and testing infrastructure.

• Prioritized Implementation Roadmap: Step-by-step checklist of technical changes required to implement agent sandboxing and verification.

• Recorded Video Walkthrough: Video recording summarizing all findings, security considerations, and recommended next steps.

• Identify Workflow Bottlenecks: Uncover hidden friction points in your current agent setup and test pipelines.

• Eliminate Architectural Risks: Pinpoint security gaps and context boundary flaws before deploying background workers.

• Establish Implementation Priorities: Receive a clear, sequenced technical roadmap to upgrade your codebase infrastructure.

• Access to the primary application repository or key architectural documentation.

• Overview of current continuous integration scripts and automated test suites.

• Completed 10-minute pre-audit questionnaire detailing team size, AI tools used, and key friction points.

The audit takes 2 business days, ending with our debrief call and final report delivery.

This fixed service covers one primary repository or application stack.

No, read access to repository structure, test scripts, and CI configurations is all that is required.