187 live prompts, 27 bugs: what testing my local AI agent against a real 7B model taught me

I’ve been experimenting with an AI-Driven Development workflow at Relipa, and one thing became clear:...

The scariest security failure isn't the guardrail that's down, or the one that's weak. It's the one that's running, passing every health check, and quietly configured to catch nothing — green by construction. I found one in a benchmark of …

Prologue: Like Jev — A Harness for Cheap Brains Source version of CodeSmith: v0.5.0...

VRAM for LLMs is a bandwidth problem: every token streams the whole model from memory. Bandwidth per tier, the 20x offload cliff, and what fits in 16, 24 or 48 GB.

Building a 45k-line app with AI agents: what worked, and what broke “Now that we have AI, why can’t...

Before transformers, before word embeddings, before anyone said "attention is all you need",...

The New Personal Agent Era: 14 Architectures Redefining Personal AI For the past few...

Competitive intelligence is not simply about knowing what competitors are doing today. The real...

Most browser automation tools built for AI agents start from an inconvenient premise: they assume...

At 02:01 one night, Telegram got a message from my personal portal: 🟢 You can go for 95-octane It...