Code review, conventions, and quality guidelines
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Your CSV is not your data. It's a promise that needs verification, transformation, and three layers of validation before it earns the right to touch your database. Here's how a production import hook turns a tab-delimited file into trusted journal entries.
AI coding assistants are remarkably good at following patterns. They're remarkably bad at knowing when a pattern doesn't apply. Here are three categories where you should always take the wheel.
AI follows the rules it knows. Your job is knowing the rules it missed. Here's the definitive review checklist for AI-generated Logic Bee hooks — 10 hard rules and 12 soft conventions, explained with real examples.
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.
AI can chain FlowQuery calls with impressive accuracy — until it silently drops a tenant scope or builds an unindexed aggregation pipeline. Here's how to catch the mistakes that compile but corrupt.