Dipilatoautomations

Dipilatoautomations I help service businesses stop losing jobs due to missed calls and slow follow-up using simple automations. So, I Built systems to fix it.
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I came from construction and kitchens, not Silicon Valley. If you want a quick look at where your business is leaking jobs, message me ‘CHECK’. I kept seeing jobs lost after hours, missed calls, and slow estimates. If you want a quick look at where your business is leaking jobs, message me ‘CHECK’

06/12/2026

$0/mo, zero rate limits, and 100% private code on your machine. The catch: 12 GB has a ceiling and setup is an afternoon, not one click.

For some builders, that trade is worth it.

06/11/2026

You know the moment: the coding agent reads the whole repo and you just wait. The fix is not only faster writing. It is getting the prefill read done in one breath.

What part of your agent loop feels slowest?

06/10/2026

This sounds fake until you understand mixture-of-experts models. For any token, only a few experts fire. REAP prunes the dead weight and keeps the router plus the workers.

That is how a 28B model fits in 12 GB.

06/09/2026

This is the local AI build that surprised me: a used RTX 3060, 12 GB VRAM, no API, no subscription. Stock was about 205 tok/s. Tuned prefill hit 1,142 tok/s on the same card.

Would you try this on a used GPU?

05/15/2026

This is why I’m testing local AI coding.

3 devs paying $20/month = $720/year.

Zed + LM Studio can run on your machine for $0/month.

Not perfect, but def worth knowing about.

05/12/2026

HyperFrames Does Not Replace Remotion Yet

HyperFrames does not replace the current Remotion pipeline, but it shows a real direction for HTML-native agent video modules and faster iteration. Full deep dive is on the channel.

Follow for more!

05/09/2026

Cheap AI is not the win.

The win is turning repeat tasks into systems that save time, cut costs, and create more margin.

That’s where AI gets powerful.

05/08/2026

If Agents Can Write HTML, Maybe Video Should Be HTML Too

HyperFrames is interesting because it treats HTML as the video source of truth agents can inspect, edit, preview, lint, and render. Full breakdown is on the channel.

Follow for more!

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Worcester
Worcester, MA
01606

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