Software Factory Audit for Engineering Teams

Your team adopted coding agents, and the results are uneven. Some changes land quickly, others need heavy rework, and review queues keep growing because nobody fully trusts what the agents produce.

In this 2-day audit I review your codebase, your test and CI setup, and how your team gives agents context and permissions. I map what you have against the six layers of a Software Factory, show where agent work is breaking down and why, and give you a sequenced roadmap for fixing it.

Who it's for: Startups and scaleups with a primary codebase and an active test suite whose engineers use coding agents and want more reliable results with less review burden.

• Day 1: Kickoff and Audit Kickoff call to walk through your architecture with your tech lead, then a review of your codebase, test and CI pipeline, context setup, rules and agent permissions.

• Day 2: Roadmap and Debrief I turn the findings into a risk assessment and a prioritized roadmap, then walk your team through them on a debrief call with time for questions.

• Written audit report: Your codebase readiness, context boundaries and testing infrastructure, assessed layer by layer.

• Prioritized roadmap: The sequence of changes that brings isolation, verification and delivery gates to your agent workflow.

• Recorded walkthrough: A video of the findings and recommendations your team can revisit.

• See where agent work breaks down: Find the friction points in your current agent setup, test pipeline and review process.

• Close the risky gaps first: Pinpoint permission and context boundary gaps before agents run in the background.

• Know what to build next: Leave with a sequenced roadmap for the layers your team needs.

• Read access to your primary repository, or its key architecture documentation.

• An overview of your CI configuration and automated test suites.

• A short pre-audit questionnaire covering your team, the agents you use and where it hurts.

It takes 2 business days, ending with the debrief call and the final report.

The fixed audit covers one primary repository or application stack.

No. Read access to the repository structure, test scripts and CI configuration is enough.

Your team can build the roadmap itself, or the Software Factory Transformation builds it with you.