Freelancers, boutique agencies, and rescue-project leads
Inherited codebase takeover playbook
A step-by-step playbook for taking over an inherited codebase before quoting, refactoring, or accepting maintenance risk.
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Codebase audit playbooks for high-risk engineering decisions
These are practical operating guides for the moments where an unknown codebase turns into business risk: repo takeovers, AI-generated code validation, diligence, modernization, and audit-to-issue execution.
AI app builders, solo developers, and engineering managers
AI-generated code validation playbook
A practical validation loop for teams using AI coding tools without losing architecture, security, and maintainability control.
Read playbookEngineering managers, founders, and consultants
Technical debt prioritization playbook
How to rank technical debt by impact, likelihood, effort, and roadmap pressure so cleanup competes fairly with feature work.
Read playbookFounders, fractional CTOs, investors, and diligence consultants
Software due diligence repo review playbook
A repo-level due diligence playbook for evaluating architecture, delivery, security, dependencies, and maintainability before a deal or major decision.
Read playbookAgencies, freelancers, and engineering teams using GitHub
GitHub issue roadmap from a codebase audit playbook
How to turn codebase audit findings into GitHub issues, milestones, project fields, and small fix PRs.
Read playbookModernization consultants, CTO advisors, and agency delivery leads
Legacy modernization risk assessment playbook
A modernization assessment playbook for deciding what to refactor, wrap, test, migrate, or leave alone in an older codebase.
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