Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Inference-native Tokenmaxxing Agent Harness for Loop Engineering

Code Agent++ 面向 AI 编程 Agent 的外挂式增强与可靠性工程层。 Code Agent++ 不做另一个代码生成 Agent，也不替代 Codex、OpenCode、Claude Code、Cursor、MiMoCode 写代码。它的定位是 Code Agent Enhancement Layer：围绕 Code Agent 在真实工程中的常见问题，提供上下文、边界、验证、回归防护、幻觉抑制、影响分析和修复闭环等外挂式增强能力。

论文解析 Agent 系统（Agent Harness + Loop Engineering），实现结构化抽取与闭环验证优化。

A configurable runtime for creating governed agentic loops to reliably enable autonomous execution of complex multi-step workflows.

Desktop harness for loop-engineering local AI-agent workflows.

LoopCraft runtime harness plugin for Hermes with evidence-first execution, verification-first workflows, and self-correcting AI agent behavior. Installs as proofrail for compatibility.

Persistent project-scoped memory for Claude Code. Auto-loads on session start, structured by schema, hot/cold layered.

Claude Code dynamic workflow for autonomous software engineering. Zero human intervention. Spec-driven, doc-as-ground-truth pipeline that persists across sessions. Agents understand the full project — won't fix local and break global.

The sharpest loop engineering out there in the flagship pack. Plus a catalogue system with additional packs of subagents, skills, and hooks. Install per repo or per user. It's npm for your coding agent. The force multiplier behind the 100x engineer. Works with Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

Curated resources and practical patterns for Loop Engineering with AI and coding agents

A git-native civilization loop — laws are Issues, votes are reactions, AI agents propose & narrate, the world ticks every 1h. Loop Engineering in action.

An agent-native setup kit for turning a well-scoped repo into a supervised multi-agent coding loop, with Beacon loop planning. Stop prompting coding agents one task at a time. Give your repo a loop.

Codex Orchestrator for Codex App: Loop Engineering with worktree sessions, heartbeat monitoring, persistent ledger, review routines, and evidence-label gates.

AI-first workflow and loop engineering practice

Ralph-Wiggum Loops cross-platform implementation. Agentic loop engineering runner for spec-driven development, with configurable prompts

技术内核先行、benchmark 驱动的专利交底书 AI Agent 工作台

AI Software Runtime（ASR）是一套面向 AI 编程任务的自治式软件工程运行时。 其核心目标不是让 AI 更会写代码，而是让 AI 生成的软件能够稳定收敛。

AI agent used to research trends, discovery and track of AI topics

Loop Engineering framework: design autonomous agent feedback cycles instead of hand-prompting each step