AI Tools & Research

By Mid-2027 You'll Train LLMs From Scratch, Not Fine-Tune

Here's a prediction I'll stand behind: by mid-2027, the default way to train a small-to-medium LLM w…

Nonprofit Current AI is racing to build the World Wide Web of AI, free for all

Current AI, a non-profit building AI that leaves no one culture behind, has made remarkable progress…

# How LLMLingua compresses prompts: perplexity, deletion, and trust

I build ctxfold, a lossless prompt compressor, so I spend a lot of time thinking about the other sch…

Zo Computer: A Cloud Server You Control by Just Talking to It

I have spun up plenty of cloud boxes over the years, and every single one wanted the same thing from…

USDT Payments for AI Workers: Architecture Deep Dive

USDT Payments for AI Workers: Architecture Deep Dive The intersection of AI agents and cryptocurre…

Beyond AI Agents: Building a Digital Workforce Operating System

deckergui.my Beyond AI Agents: Building a Digital Workf…

I Used ungit for Years. Then I Built the Git GUI I Wanted.

I was a long-time user of ungit. And I don’t mean that I occasionally opened it when a rebase went …

RAG for developers who aren't AI engineers: what actually matters

RAG for developers who aren't AI engineers: what actually matters Most non-AI developers have a me…

Free Sparring Prep: what we learned building Random Tactical Timer

What changed today chore(analytics): refresh marketing snapshots from wiki-sync chore(play): refr…

Free Image Scaler - Unlimited Image Upscaling and Quality Improvement

Image quality matters. Low-resolution photos are frustrating, and traditional upscaling methods prod…

I Put SigNoz on My AI Agent to See Why It Was Slow. Then I Found Out What It Was Saving About My Users.

I wasn't hunting for a privacy problem. I just wanted to see how slow my AI agent really was. For t…

Voice Tables by Inithouse: using a voice-first AI workspace for a real job

We shipped 16 products last year at Inithouse. Most of them click-heavy, form-heavy, screen-heavy. V…