// AI news · 2026-10-31 · Dev.to AI
Software Factory for Claude Code with Agent Orchestration
A developer transitioned from a single AI terminal to an agent orchestration system using Claude Code.
Published 2026-10-31 01:42 (Beijing time)Source Dev.to AIAuto-summarised, fact-checked against source
01Summary
Tasks are decomposed into specialized agents for development, testing, and research. Each agent operates in isolation with structured communication. Hooks enforce safety rules like no direct coding and mandatory validation. Context is compressed via scout agents, and token costs are reduced through turn limits and output compression. The system supports project creation and incident investigation, with real-world applications including a 3D modeling tool and AR experiences for Dati.
Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.
02Key points
- Tasks split into specialized development, testing, and research agents
- Hooks prevent direct coding and enforce validation before commits
- Context compressed via scout agents; turn limits reduce token cost
- Supports project creation and incident investigation with real-world use cases
03Source
Há 4 meses eu usava uma IA pra tudo. Hoje converso com uma só e ela coordena o resto
Dev.to AI · published 2026-10-31 01:42 Beijing time
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