12 min read
Loop Engineering: The Practical Guide to Designing AI Agent Workflows
Loop engineering is the discipline of designing the feedback cycles that make AI agents reliable: context, tools, checks, memory, retries, budgets,...
Category: AI Engineering
5 posts found
14 min read
A Practical Guide to Fine-Tuning AI Models
Fine-tuning is the highest-leverage skill most developers are still outsourcing to a blog post they read six months ago. Here is a hands-on guide —...
9 min read
The End of the Cheap Coding Plan
Generous flat-rate AI coding plans were always a VC-subsidized bridge, not a business model. Here is what is breaking, why it was inevitable, and h...
8 min read
AI Agent Cost Management: A Practical Guide to Keeping Your AI Spend Under Control
AI agents are powerful but expensive at scale. Here's a practical guide to managing costs with the latest 2026 models -- from model tiering with GP...
8 min read
Spec-Driven Development in the AI Era
AI coding agents are powerful but directionless without structure. Spec-driven development gives them the guardrails they need. A practical guide t...