A practical framework for writing PixVerse video prompts that actually work. Covers the 5-element structure, 8 scene templates with copy-paste examples, Transition mode techniques, and 7 common mistakes that kill output quality.
I had 84 published articles and 225 monthly views. I spent a day using AI to build a growth system
One prompt framework for four AI video models. Learn the 8-layer template, then adapt it to the unique controls of Runway Gen-4.5, Kling 3.0, Veo 3.1, and Seedance 2.0.
Six months of breakage, 40+ production-grade Skills, and a 78,000-word internal spec compressed into one 30,000-word read. Beginner to designing your own toolchain — start here.
Most AI tool guides explain one product at a time. This one maps the entire stack in six layers — company, model, product, agent, Skills, multi-agent — and tells you which layers you can safely skip until you actually need them.
Claude Code ships blind — no context gauge, no quota counter. I built a 7-segment statusline and baked in a 50% context handoff rule, backed by Lost-in-the-Middle research. Every segment, every color rule, and the full production script explained.
Intelligence isn''t about what you know — it''s about how you interact with the world. That one insight explains why AI is growing up in exactly the same order as a human child, and doing it a million times faster.
I'm not a programmer. I use Claude Code every day. Here are the 10 mistakes I made in my first week — with real terminal sessions, my actual CLAUDE.md file, and the fixes that worked.
70 prompt tips for Claude Code are floating around. 7 actually moved the needle for me. Real before/after terminal sessions, a copy-paste cheat sheet, and the 3 patterns I dropped.
The CLAUDE.md I actually use — 67 lines, rewritten three times. Full copy, what I deleted between versions, and the six rules that made the final version stick.
I built 8 Claude Code Skills in three months. 5 still live on my machine. 3 are deleted. Full SKILL.md snippets for the survivors, honest post-mortems on the rest, and the 5-gate decision tree I use before building the next one.
I tested 12 MCP servers for Claude Code over three months. 5 earned a permanent spot, 7 got removed. The short list for non-programmers, with real usage frequency and a copy-paste .mcp.json.
Not a playbook — an argument. Four assumptions about team size, ceiling, stability, and growth stopped being true between 2019 and 2024. Here's when each one was valid, when it broke, the data behind each break, and a 10-question self-assessment for whether the one-person-company shape actually fits
Five solopreneur ideas in a notes app for three months and zero shipped is a picking problem, not an idea problem. The framework that unsticks it: two circles, six categories, a seven-step market test, a 30-day validation sprint, and eight Claude Code prompts.
Stanford HAI''s AI Index 2025 is the most comprehensive snapshot of AI we have. 457 pages, 8 chapters. The core story isn''t any single number — it''s multiple trend lines hitting tipping points at once. Here are the 8 numbers that capture it, and what each one means for a non-technical solopreneur.
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