AI Shouldn't Just Help Me Write Code

Описание и применение

Когда ИИ ускоряет реализацию, модель разработчика отстает, и контроль теряется. Решение – сжимать сложные системы в диаграммы и схемы, а затем расширять их ИИ, после чего снова сжимать результат для проверки.

Задача

When AI accelerates implementation, the developer’s mental model lags behind, leading to loss of control over the codebase.

Результат

By compressing complex systems into manageable representations before AI expansion, the developer regains control, ensures alignment with design decisions, and verifies correctness without needing to read every generated line.

Рабочий процесс

• 1. Identify high‑level system aspects (architecture, data, behavior, UI, performance, security).
• 2. Create compressed representations (diagrams, schemas, tests).
• 3. Use AI to expand these representations into implementation code.
• 4. Compress the generated code back into concise diagrams or summaries.
• 5. Verify the implementation against the compressed representations.
• 6. Iterate as needed.

Доказательства

I was just asking the AI to do the thing.

Источник

If staying in control requires understanding every generated line at generation speed, you’ve already lost.

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Compress, Then Expand

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UNDERSTAND ↓ COMPRESS ↓ AI EXPANDS ↓ COMPRESS ↓ VERIFY

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