AccessBuild Day 3: Auto-Scanning Is Live. Here's What I Learned.

October 6, 2026 · Dev.to

Migrating a Python Automation Stack to a New Windows Server
Migrating a Python automation stack between Windows machines looks trivial until it isn't. Nine scheduled tasks, a blog
Your AI System Is More Than the Model: What Production AI Architecture Actually Looks Like
A production AI system is rarely just: User → API → LLM → Response That architecture works well in a demo. Production is
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
I spent three months and roughly $500 on GPU hardware trying to prove a point. That point was that I could run my own AI
Your Agent Says Verified. The Check Behind It May Be Empty.
Ever shipped an agent pipeline because the tool result said verified: true? I did — and then three readers showed me the
‘Hitting the right nail’: Refugee rescue group defiant as Greece targets it
Aegean Boat Report founder Tommy Olsen insists he is defending the rule of law, as Greece opens trial against him.