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Building an AI Community Jukebox Overnight (and What Broke by Morning)
A backend engineer gets $50 in AI music credits and 12 hours to build a community jukebox. An honest account of vibe coding, human judgment, and the bet on crowd-funding.
|17 min readAlways Evolving
How to build on today's best without getting trapped by yesterday's patterns.
|8 min readSystems, Not Scripts
Why composable multi-agent architectures beat one-shot prompts — and how to think in workflows instead of instructions.
|7 min readDelegate & Verify
Why the loop matters more than the prompt — and how to build workflows you can actually trust.
|7 min readSpecialized Agents
Why every task deserves the right model — and why one-size-fits-all is already dead.
|6 min readThe Stack Behind This Blog
A walkthrough of the blog engine — and a living test of every MDX feature it supports.
|6 min read