freeCodeCamp handbook: building a software factory with Claude Code agents, orchestrator and hooks
Roger_M_Taylor · x · 2026-09-30
freeCodeCamp published a long handbook, "How to Build a Software Factory with Claude Code: From Vibe Coding to Agentic Development," by Qudrat Ullah on upgrading AI coding from ad-hoc sessions to structured agentic workflows.
Key argument: AI coding tools handle small tasks seamlessly, but when building full features a single session must track business rules, tenant boundaries, retry behavior, changed files, tests, and constraints on what not to touch. Complexity accumulates and the workflow falls apart — not because the model lacks capability, but because the process lacks structure.
The handbook's "software factory" approach covers:
- Specialized sub-agents with focused roles
- An orchestrator to coordinate them
- Hooks that enforce checks at key points
- Review workflows for safer production delivery
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