The Engineering Playbook
To give engineering teams a running start. Whether you are joining a new team or building from scratch, a shared playbook eliminates repeated debates, accelerates onboarding, and embeds security and quality as defaults — not afterthoughts.
75% of new code at Google is now AI-generated — but only 12% gets equivalent security review. Vulnerability rates in AI-generated code run 45–78%.
Standards prevent accelerated failure.
The Challenge
Engineering teams in regulated industries often operate without shared standards, leading to inconsistent quality, silent security gaps, and slow onboarding. Every new project reinvents the same decisions around architecture, testing, CI/CD, and compliance — burning time and introducing risk.
What It Is
A comprehensive, opinionated engineering playbook covering architecture decision records, security patterns, DevOps standards, API design, testing strategies, incident playbooks, and team practices for building high-integrity systems.
How It Works
Structured as living documentation with real-world examples and templates. Each section covers the "why" behind the pattern, implementation guidance, and anti-patterns to avoid. Designed to be forked and adapted to team context.
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