
AI Automation Increased Work Instead of Free Time
AI tools accelerated each task, but the endless cycle of prompting, testing and new releases made it harder to stop working.
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IntelligenceSnacksAI can accelerate software prototypes, but cryptographic code exposes why expert developers must still control the design and review every decision. AI lets one person turn a product idea into a testable prototype before recruiting a team or committing substantial capital.
With Pete Winn, Yo and Andy David
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AI can accelerate software prototypes, but cryptographic code exposes why expert developers must still control the design and review every decision. AI lets one person turn a product idea into a testable prototype before recruiting a team or committing substantial capital.

AI tools accelerated each task, but the endless cycle of prompting, testing and new releases made it harder to stop working.
Read the snack ↗
AI can accelerate software prototypes, but cryptographic code exposes why expert developers must still control the design and review every decision.
Read the snack ↗
Coding agents can accelerate a familiar cycle of design, delegation and testing, but the faster cadence makes active oversight more important.
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AI lets one person turn a product idea into a testable prototype before recruiting a team or committing substantial capital.
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Library author Lighthazard uses AI to expand the supporting material around his work while keeping the code he cares about under his own control.
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Dividing software work into bounded jobs can make cheaper models a practical alternative to a single request sent to the largest available model.
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Pete built Wingman to turn a plain-language description of a process into an editable pipeline of code, specialised agents and loops.
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