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devops-automation

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loop-engineering

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.

  • Updated Jun 27, 2026
  • JavaScript

A robust shell script for automated backup and restore of n8n workflows, credentials, and environment variables to GitHub. Supports interactive and non-interactive modes, Alpine and Ubuntu containers, and includes comprehensive error handling.

  • Updated May 6, 2026
  • Shell

One-Click Agent Engineering Infrastructure on VPS. Deploy private multi-agent environments with a 50k-line Next.js Aircraft Carrier architecture. Replaces heavy code-generation loops with atomic MCP commands, eliminating file system parsing to drive AI token spend to absolute zero.

  • Updated Jun 27, 2026
  • TypeScript

Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for self-improvement, Memory Bank for context persistence, and automated 100% test coverage. Everything-as-Code & Mermaid.js centric to save context window and slash token costs.

  • Updated Jun 25, 2026

PR Guardian AI automatically reviews pull requests using advanced AI analysis. It identifies code issues, security risks, performance problems, and provides actionable suggestions directly inside GitHub pull requests.

  • Updated Dec 6, 2025
  • Python

🔄 PostgreSQL MCP Server – AI-Powered PostgreSQL Management & Monitoring. A powerful, AI-integrated PostgreSQL Model Context Protocol (MCP) server for automated database operations, monitoring, security, diagnostics, and optimization. Seamlessly manage PostgreSQL with 237+ tools designed for AI assistants like Claude and ChatGPT.

  • Updated Mar 15, 2026
  • Python

AI-powered spec-driven development framework with 26+ specialized subagents, mandatory TDD, immutable architectural constraints, and automated quality gates — enforcing zero technical debt from ideation to release.

  • Updated Jun 28, 2026
  • Python
OODA-loop

Autonomous operations layer for Claude Code — opens small reviewable PRs for your live side project and re-orients from which ones you merge or reject. HALT file + hard cost cap; you stay in command.

  • Updated Jun 26, 2026
  • Python

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