Technology
Loop Engineering: The End of Prompting
How the shift from writing prompts to designing systems is redefining how we work with AI coding agents
Loop Engineering
Designing, building, and running unattended AI coding loops: the building blocks, patterns, model tiering, and hard realities of loops that work while you sleep.
Hooks are the enforcement layer inside these loops. Start with the Cursor hooks.json guide for the guardrails, then come back for the loop architecture.
Technology
Loop Engineering: The Five Building Blocks + Memory
A deep dive into the six primitives that every unattended AI coding loop needs to function
Technology
Loop Engineering: Where Work Enters the Loop
How GitHub Issues, CI, Slack, and Linear become loop input: the intake pipeline nobody explains
Technology
Loop Engineering: Building Your First Loop on Souso
A step-by-step walkthrough of scaffolding and running Daily Triage L1 on Souso (smart-cart): report-only, zero risk
Technology
Loop Engineering Patterns: Daily Triage to CI Sweeper
Seven production loop patterns with concrete Souso (smart-cart) scenarios, cadences, and risk levels
Technology
The Hard Realities of Loop Engineering
Failure modes, token economics, and Souso-specific guardrails: what nobody tells you about unattended AI coding loops
Technology
Loop Engineering: Which Model Goes Where in a Loop?
Running every loop role on a frontier model is expensive and unnecessary. Here's what the research says about tiering models per role, and what's still missing.
