Claude Code
Engineering Framework
60 battle-tested design patterns for managing software projects with Claude Code. Built by Eiman Rahimi over 12 months across dozens of real production projects at Vohux.
Each pattern comes with full rationale, concrete examples, and implementation guidance — instantly adoptable in any Claude Code project.
An engineering organization for Claude Code
Most developers use Claude Code ad-hoc. This framework gives you the systematic architecture that makes AI-assisted development reproducible, auditable, and scalable — without slowing you down.
12+ Months of Real Work
Every pattern was extracted from actual production use across dozens of projects — not invented from theory. Each one solved a real failure mode.
5 Governance Categories
Covers the full engineering surface: automated detection, quality enforcement, security, workflow discipline, and cross-project consistency.
Instantly Adoptable
No framework lock-in. Pure Python with no dependencies. Each pattern is self-contained — adopt one or all forty. Works with any Claude Code project.
Key patterns
A sample of the 60 patterns — from foundational governance to advanced automation.
CEO / PM / CIS Governance Hierarchy
Three-tier supervision where a CEO script coordinates per-project PM scripts, all writing findings to a Central Issue Store.
WatchTools Detector-Gap Pattern
Find a real bug → build a detector that catches it automatically → prevent every future recurrence fleet-wide.
9-Dimension Cold-Read Audit
Systematic methodology to audit any codebase from zero context across nine orthogonal quality dimensions.
Hook-as-Judiciary
Memory and instructions are advisory; hooks are law. Automated enforcement gates block non-compliant actions before they land.
Subagent-Driven Execution
Delegate substantive work (3+ files, 200+ lines) to specialized subagents; Claude Code coordinates, never inlines.
Immaculate Code Protocol
Pre-code gate + per-function checklist + four-pass Definition of Done. Zero lint, zero type errors, green tests, PM grade stable.
Constitution as Rule SSoT
All Claude Code rules, hooks, skills, and standards live in a single versioned ledger with drift detection and enforcement.
Hypothesis Gate Discipline
Write the hypothesis before writing any fix. If you cannot articulate the root cause, stop and diagnose — never patch blindly.
Get started in 60 seconds
No dependencies. Pure Python. Works with any Claude Code project.
Or install manually (git clone)
60 episode seeds, ready to record
Each pattern ships with a YouTube episode angle — a concrete, opinionated take on why the pattern matters and what it prevents. 60 patterns = 60 episode seeds, separate from the 22-episode series itself. No filler, no fluff.
Episode seeds publishing soonWho it's for
Claude Code developers
You're already using Claude Code and want systematic, reproducible quality instead of ad-hoc prompting that degrades over time.
Multi-project teams
You're managing several AI-assisted projects and want a shared governance layer that ensures consistent standards fleet-wide.
Engineering-minded builders
You want Claude Code to behave like a disciplined engineering organization — not a one-shot assistant that forgets what it learned.
Start building with better patterns
Free, MIT licensed, instantly adoptable. No sign-up, no dependency, no lock-in. Clone the repo and start using the patterns that work today.