misc.

AI workflows, tips & experiments. The technical stuff.

The AI Delegation Framework

What to delegate to AI and what to keep. 6 criteria from Anthropic's internal study: 132 surveys, 53 interviews, 200k transcripts analyzed.

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The CLAUDE.md & AGENTS.md Guide

How to write effective instructions for AI coding agents. Best practices from 2,500+ repos: less is more, progressive disclosure, and what NOT to do.

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The Verbalized Sampling Prompt

A Stanford research-backed technique that boosts LLM creativity by 1.6-2x. Add ~20 words to restore the diversity lost after RLHF alignment. No training required.

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The Startup Idea Validator Prompt

An AI advisor combining Sam Altman's YC criteria, Lenny Rachitsky's PMF indicators, and Sarah Tavel's engagement hierarchy. Get brutally honest scores on your ideas.

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The No-Code Architect Prompt

An AI builder combining Pieter Levels' speed, Ben Tossell's no-code mastery, and Arvid Kahl's bootstrapper mindset. For shipping MVPs fast without writing code.

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The Dual-Agent Workflow for Data-Heavy UIs

A surprisingly effective pattern: pair a UX Agent with a Product Engineer agent. One designs data views, the other validates with real queries. The result? Features you hadn't thought of.

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The Marketing Strategist Prompt

A pre-built AI persona combining Neil Patel, Seth Godin, and Alex Hormozi frameworks. Copy, paste, and get marketing advice that actually fits your situation.

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The Content Writer Prompt

An AI ghostwriter combining Naval's clarity, Ann Handley's storytelling, and Ogilvy's persuasion. For Twitter threads, blogs, LinkedIn, and newsletters.

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