software-engineering

Collection of articles, books, and recommendations for senior-level interviews and assessments

SAW — SAFe Agentic Workflow AI Agent Harness for Multi-Agent Team Workflows Built on SAFe methodology (Scaled Agile Framework), adapted for AI agent teams (Now With AI-DLC!) Works for any team with repeatable processes: Software, Marketing, Research, Legal, Operations.

AI workflows generated with natural language

rUv's Claude-Flow, translated to the new Gemini CLI; transforming it into an autonomous AI development team.

Autonomous Engineering

中文优先的 Vibe Coding / AI coding engineering workflow guide: specs, agents, worktrees, skills, CI, and review.

89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles — as a Claude Code plugin marketplace.

Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.

Comprehensive sets of standards and practices designed to elevate the capabilities of AI coding agents.

Automatically completes the full workflow from requirement research → research review → planning → plan review → development → development review using → test AI large language models. Capable of autonomously handling medium to large-scale engineering projects.

🐴 Prompt-first harness engineering for safer AI coding agent workflows.

Complete Zero-to-Hero Guide for Vibe Coding, AI-Assisted Development, Local LLMs, Frontend, Backend, DevOps, Cloud, Hosting, Debugging, Deployment, and AI-Native Software Engineering.

Promptdesk is a tool designed for effectively creating, organizing, and evaluating prompts and large language models (LLMs).

Agentic prompts are the most important code you're not engineering. PromptKit fixes that — composable, version-controlled prompt components (personas, protocols, formats, templates) that snap together into reliable, repeatable prompts for bug investigation, design docs, code review, security audits, and more. Works with any LLM.

Production-grade Agent Skills for AI coding agents—composable workflows for planning, TDD, debugging, review, UI/UX, releases, incidents, and evals.

Rational engineering system prompt for Codex and LLMs — focused on accuracy, software engineering, AI, security research, bug bounty, and reverse engineering. | 面向 Codex 与 LLM 的理性工程系统提示词：强调准确性、软件工程、AI、网络安全、漏洞研究与逆向工程。

Platform-agnostic AI agent: one Full-Stack Software Engineer brain, compiled into ready-to-paste adapters for ChatGPT, Claude, Copilot, Gemini & Cursor. Zero-dependency, MIT.

A Sovereign Agent Governance Protocol for Deep-Water Workflows

A behavioral governance framework for GitHub Copilot agents — skills.md and instructions to make AI coding agents think like senior engineers.

114 source-backed /goal contracts for coding agents, plus 200 separated seed patterns.