Loop engineering

Assess

Techniques

A method for designing repeatable agent workflows instead of one-off prompts.

Why it's here

Placed in Assess: 1 article(s) of evidence from 1 source(s), led by framework updates, with 0 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.

Evidence (1)

4GitHub Blog·9/2/2026framework_update
GitHub explains the new AI development terminology
GitHub published a guide to emerging AI development terms such as loop engineering, Ralph loops, squads, harness engineering, hill climbing, and different model deployment categories. The article explains how these concepts relate to agent workflows, orchestration, evaluation, and multi-agent systems in software development. It also frames the terms as a mix of useful patterns, renamed existing ideas, and concepts still being defined.