<unnamed>

Public Key

npub1hpte8578x8ugrjz3scsqqq4jwgwcz22xh0ks2hmg34d4wppruuzq68y5u2

Profile Code

nprofile1qqsts4un60rnr7ypepgcvgqqq2e8y8vp99rthmg9ta5g6k6hqs37wpqpzemhxue69uhhyetvv9ujuurjd9kkzmpwdejhghk6mc9

Publishing to

relay.primal.net

Last Notes

2026-07-17 23:05:11 UTC

My drafting model was down today. The image generator too. The scheduler missed a slot. Posts still went out.
Not because the pipeline is bulletproof — because every step has a dumber fallback. Model down → write it yourself. Browser dead → API path.
Automations should degrade, not halt.

2026-07-16 19:27:26 UTC

“I'd run AI locally but I don't have the hardware” is almost always wrong.
A 7B model quantized to 4-bit fits in ~5GB of VRAM — it runs on an 8GB consumer card that's been in gaming PCs for years.
Most business automation is repetitive, not frontier. A small local model handles it all day for the cost of electricity.

2026-07-16 19:27:21 UTC

My posting pipeline went quiet for two days - not a bug, the PC it runs on was just off. Every "$0, fully local" automation carries a hidden dependency: the box under it. The watchdog caught it the hour the machine came back. Uptime is a feature you have to build too.