Architecture
The Agentic Software Factory: Every Control Surface, Named
Thirteen pieces built the parts. This one puts them together: the whole flow from intent to verified behavior, the nine control surfaces where humans …
Technical Debt Just Got Cheaper. Something Worse Moved In.
The migration you put off for six years is now a weekend. Classic technical debt got far cheaper to pay off, because mechanical change stopped costing …
The Scarce Skill Isn't Writing Code. It's Knowing What Shouldn't Exist.
Seniors who defend their value by pointing at code they wrote are arguing from ground that has already gone. The engineers who win the next five years …
Rethinking the SDLC: Execution Is No Longer the Constraint
The software development lifecycle is a stock-control system for a resource that stopped being scarce. Every phase gate, every batch, every handoff …
Open WebUI Isn't a ChatGPT Clone. It's AI Infrastructure.
·2364 words·12 mins
Everyone keeps calling Open WebUI a self-hosted ChatGPT alternative. They’re missing the point. The interesting question isn’t whether it …
Your AI Agents Are Flying Blind. Here's How to Fix That.
·2733 words·13 mins
Every AI agent in your org starts every session with zero context. No business rules. No architecture decisions. No conventions. The code they …
Building AI Systems That Don't Break Under Attack
·1805 words·9 mins
Understanding the threats is step one. Building defensive architectures that actually work in production is step two. Here’s what’s …
AI's Dual Edge: When to Disrupt and When to Compound
·3545 words·17 mins
Your exec team wants ‘AI transformation.’ Your board wants competitive advantage. You need to decide where to deploy your limited …
