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Factory Engineering Articles
Section titled “Factory Engineering Articles”Explore in-depth articles about building custom software factories with AI development tools.
Build Your Software Factory
Section titled “Build Your Software Factory”- Do the Work, Then Capture It - The fastest way to create a skill is to do the work first, then capture what the assistant just learned
- Test Your Skill in a Clean Room - Validate a skill in a fresh session with no prior context to find what’s actually missing
- The Retrospective: “Did You Use a Skill?” - Turn clean-room gaps into specific skill edits, starting with whether the skill even loaded
- Sharpen Your Skill with /skill-optimizer - Run a refined skill through the canonical best-practices checklist, accept what sharpens and reject what flattens
- A Skill That Holds Up Under Pressure - The skills capstone: apply the full workflow to a Java/Kafka consumer and harden it against backpressure, poison pills, and conflicting requirements
Core Concepts
Section titled “Core Concepts”Skills: Reusable capabilities that extend your AI assistant with specialized workflows and knowledge.
Commands: Single-purpose tools for specific development tasks, composable and easy to use.
Agents: Autonomous components that handle complex workflows and decision-making processes.
Workflows: Multi-step processes that orchestrate multiple tools to accomplish sophisticated tasks.
Why Factory Engineering?
Section titled “Why Factory Engineering?”Traditional development environments require extensive manual configuration. Factory Engineering provides a composable, reproducible approach to building development environments tailored to your specific needs.