Case Studies

Same pattern every time: find the real bottleneck, eliminate it.

$200K+WOTC Tax Credits

One form. One week. Error rate 30% → under 5%.

Real bottleneck: Comprehension, not the form

Deep dive Code
388KBrain MCP

Messages indexed. 12ms recall. Open source cognitive prosthetic.

Real bottleneck: Context death across attention shifts

Deep dive Code
0 appsQinBot

Full Claude AI on a dumb phone. No browser, no images.

Real bottleneck: Interface assumption, not hardware

Code
$0YouTube Pipeline

32K videos transcribed. 41.8M words. Local ML, zero API cost.

Real bottleneck: Dependency on external services

Code
20+MordeNews

Daily podcast episodes. Zero human involvement.

Real bottleneck: Manual curation doesn't scale

Code
41Google Apps Scripts

Production scripts. 13 categories. Zero maintenance.

Real bottleneck: Nobody realized these were automatable

Code

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