Loop Engineering
Practical patterns and CLI tools for loop engineering with AI coding agents.
Stop prompting and start orchestrating AI agents with patterns, starters, and CLI tools.
Loop Engineering provides a structured pattern library and CLI tool to orchestrate AI coding agents like Claude Code, Grok, and Codex around your codebase. It suits developers wanting to move past manual prompting into automated daily triage, PR babysitting, and CI sweeps.
What it is
The tool uses a TypeScript CLI (@cobusgreyling/loop) to initialize, audit, and estimate costs for agentic loops across patterns like daily-triage, dependency-sweeper, and issue-triage. It guides your transition from report-only week-one setups to cautious assisted execution, helping verify results before persisting state.
Who it's for
It suits software engineers and teams actively integrating AI coding agents into structured repository maintenance. It does not suit developers looking for a simple one-click module rewriter or those unprepared to monitor token costs and review automated output.
Key features
Unified CLI Control
Initialize, audit, and check costs using npx @cobusgreyling/loop commands.
Pre-built Operating Patterns
Deploy predefined workflows like daily triage, PR babysitting, and CI sweepers.
Graduated Safety Levels
Progress safely from week-one L1 reports to L2 assisted and L3 unattended loops.
Multi-Tool Support
Configure loops to work with Claude Code, Grok, Codex, and OpenCode.
Up and running in 3 steps
Our honest verdict
What's great
- Includes concrete patterns for common repo tasks like dependency sweeping and post-merge cleanup.
- Provides built-in cost and health auditing via the CLI.
- Supports multiple AI coding tools including Claude Code and Grok.
- Enforces a safe progression path from passive reporting to active execution.
Where it falls short
- Token costs can explode if loops are left running unattended without careful monitoring.
- Requires active oversight, as unattended loops can make unattended mistakes.
- Loop Ready logic strictly weights recent runs harder than old files on disk.
Pricing & license
The software is free under its MIT license, and the only cost is running it yourself and paying for the underlying AI token usage.
Open remote AI-training roles
880 open remote AI-training roles, updated November 15, 2026; most pay $20–$175 an hour. Zekai lists them free; the application goes to the employer’s platform.
Alternatives
These reviewed AI tools do the same job instantly — from our scored directory.
Use it, or have us set it up
FAQ
What tool does it default to if none is specified?
It defaults to Claude if you omit the --tool flag.
Should I use unattended loops right away?
No, week one is strictly report-only, and you should only roll out higher levels after the verifier has been right for a week.
