Loop Engineering
20 articles in series
Twenty articles on loop engineering — the 2026 shift from one-shot prompts to closed-loop agents that run until an exit condition is met. From the Ralph technique and ship-until-green to exit-condition design, mapped to the 150+ recipes in the Loops channel.
The 2026 Loop Engineering Toolchain
A survey of the 2026 loop engineering ecosystem: elorm Loops, explainx, awesome-agent-loops, continuous-claude, Gas Town, and the aiskill.market Loops channel.
From One-Shot to Closed-Loop Thinking
A mental-model shift for 2026: moving from one-shot prompting to closed-loop systems built on feedback, verification, and bounded autonomy.
Loop Engineering for Solo Founders
How agent loops let one founder run serial tasks unattended — ship, test, coverage, docs — multiplying output without hiring. Which loops to start with and why.
Self-Improving Agents: Loops That Learn
Self-improving agents use reflexion-style loops and memory across iterations to learn from failures. Here is the Guardrails Learning Loop pattern and how to build it.
PR Babysitter: Auto-Answer Review Comments
The PR Babysitter loop watches an open pull request, auto-fixes failing CI, and addresses reviewer comments iteration after iteration until the PR is merge-ready.
Inside the Loops Channel: 152 Recipes
A tour of the aiskill.market Loops channel: 152 ready-to-run agent loops from three sources, each shipping a goal, exit condition, iteration cap, and check command.
Kill Flaky Tests With One Agent Loop
A repeatable agent loop that runs your test suite 20 times, isolates intermittent failures, quarantines or fixes them, and won't stop until 5 consecutive green runs.
Addy Osmani's 5 Building Blocks of Loops
Addy Osmani frames self-improving agents as a handful of building blocks plus memory. Here is how that loop-engineering framework maps to real agent loops you can build.
How a Tweet Kicked Off Loop Engineering
In June 2026 a wave of X posts popularized the term loop engineering almost overnight. Here is how the discourse spread and why the idea resonated with agent builders.
Why Your Agent Loops Forever (And the Fix)
The three reasons agent loops never stop — no exit condition, non-deterministic checks, and metric-gaming — plus the guardrails that make loops terminate reliably.
Exit Conditions: The Heart of Every Loop
The exit condition, plus a max-iterations cap, check command, and anti-gaming guardrails, is what separates a useful agent loop from an infinite one.
9 Agent Loops You Can Steal Today
Nine ready-to-run agent loops from the Loops channel — Ship PR Until Green, Test Until Green, PR Babysitter and more, each with its one-line goal and exit condition.