davidgasquez.com
📚 Personal bits of knowledge
📝 Add Unix philosophy rules to AI models note
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Artificial Intelligence Models.md
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Artificial Intelligence Models.md
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- The ability to ship to a preview environment.
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- An instinct for what can be outsourced (to AI vs what needs human attention).
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- An good (updated) sense of estimation.
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- Build "partial autonomy" products where humans stay in the loop to verify output, rather than fully autonomous agents.
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- [If you need to gather context, do that first in its own session](https://mariozechner.at/posts/2025-11-30-pi-coding-agent). Create an artifact that you can later use in a fresh session to give your agent all the context it needs without polluting its context window with tool outputs.
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- In a world of abundant, near-unlimited coding capacity, human taste becomes most of the game.
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- The ability to ship to a preview environment.
99
- An instinct for what can be outsourced (to AI vs what needs human attention).
100
- An good (updated) sense of estimation.
101
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- Some [[programming]] rules for code design from the Unix philosophy help here:
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- Modularity: Write simple parts connected by clean interfaces.
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- Clarity: Clarity is better than cleverness.
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- Separation: Separate policy from mechanism. Separate interfaces from engines.
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- Simplicity: Design for simplicity. Add complexity only where you must.
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- Transparency: Design for visibility to make inspection and debugging easier.
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- Fold knowledge into data so program logic can be stupid and robust.
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- When a program has nothing surprising to say, it should say nothing.
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- When you must fail, fail noisily and as soon as possible.
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- Prototype before polishing. Get it working before you optimize it.
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- Distrust all claims for "one true way".
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- Build "partial autonomy" products where humans stay in the loop to verify output, rather than fully autonomous agents.
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- [If you need to gather context, do that first in its own session](https://mariozechner.at/posts/2025-11-30-pi-coding-agent). Create an artifact that you can later use in a fresh session to give your agent all the context it needs without polluting its context window with tool outputs.
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- In a world of abundant, near-unlimited coding capacity, human taste becomes most of the game.