Improving the developer workflow with better tooling and patterns
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Your architecture is your AI strategy. Every decorator, every naming convention, every file-per-function decision determines whether AI can contribute meaningfully to your codebase — or just generate noise.
Skills aren't documentation. They're executable contracts — structured knowledge files that tell the AI exactly how your codebase works. Invest two hours writing a skill file, save twenty hours of correcting AI output.
The hook runs. It returns ok: true. The data looks right. But three hooks later in the pipeline, something breaks — and the stack trace points nowhere useful. Welcome to debugging in an event-driven system.
The difference between a hook that needs 20 minutes of fixing and one that's merge-ready comes down to how you write the prompt. Garbage in, garbage out — but structured prompts unlock structured code.
What if creating a new business logic hook took 5 minutes instead of 45? With AI-assisted scaffolding in Logic Bee, it can — but only if you know what to verify before hitting merge.