SOMEONE MAPPED CHAOS INTO A NAVIGABLE SPACE AND YOUR HERMES AGENT NEEDS THE SAME THING
thousands of chaotic data points, each given a position, navigation becomes instant because the structure does the work
your vault is the same chaos, hermes lands in it and opens files at random because nothing tells it where to start
one index file per major folder with a clear starting point changes everything
2 minutes per task drops to 10 seconds, same agent, same model
full breakdown in the article below ↓
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A 28 YEAR OLD MEDELLIN DEV BOUGHT 6 FIRE DAMAGED H100s OFF A FAILED AI STARTUP CHAPTER 7 SALE FOR $3,200 AND NOW BILLS $19,600 A MONTH RUNNING PRIVATE CODE INFERENCE FOR 7 US YC FOUNDERS
camilo is 28, lives in a one bedroom in el poblado, was paying $239 a month on claude max and a $39 cursor seat
won the lot in may, 6 h100 80GB pcie cards, two had heatsink scorching, all booted clean after thermal repaste, 480GB vram, $3,200 cash, the new build quote was $182,400
pause at 0:13, look at the burn mark on the second card sled, that one runs cooler than the others now
runs vllm with qwen 2.5 coder 32B fine tuned on each founder monorepo, private endpoints to 7 YC batch 22 founders at $2,800 a month each
$19,600 in, $94 in colombia power out, the lot paid itself back in 5 days, no anthropic rate limits, nothing leaves the flat
the window is open, follow and bookmark before it closes
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MUHAMMAD
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