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The focus is on **how humans organize and direct AI coding agents** — not on the AI models or tools themselves.\n\n---\n\n## Start Here\n\n**[Choosing Your Approach](techniques/choosing-your-approach.md)** — Which technique fits your situation? Decision guide by team size, project type, industry, and development activity.\n\n**[Overview \u0026 Comparison Matrix](overview.md)** — Executive summary, full comparison table, and category analysis.\n\n---\n\n## Deep-Dive Documents\n\n### Decision Guide\n\n| Document | Description |\n|----------|-------------|\n| [Choosing Your Approach](techniques/choosing-your-approach.md) | Which technique for which situation — by team size, project type, industry, methodology, and task type |\n\n### Spec-Driven Development\n\n| Technique | Description | Stars |\n|-----------|-------------|-------|\n| [GSD (Get Shit Done)](techniques/gsd.md) | Meta-prompting, context engineering, and spec-driven dev system for reliable AI development | ~64K |\n| [Spec Kit](techniques/spec-kit.md) | GitHub's official toolkit for spec-driven development — specs → plans → tasks | ~114K |\n| [OpenSpec](techniques/openspec.md) | Change-centric SDD with delta specs — brownfield-first, 27+ tool support, YC W26 | ~56K |\n\n### Multi-Agent Orchestration\n\n| Technique | Description | Stars |\n|-----------|-------------|-------|\n| [Squad](techniques/squad.md) | Coordinator-based multi-agent orchestration with persistent memory, casting, and ceremonies | ~2.8K |\n| [BMAD](techniques/bmad.md) | AI-driven agile framework with 12+ specialized agent personas and 34+ workflows | ~49K |\n\n### Skill-Based Development\n\n| Technique | Description | Stars |\n|-----------|-------------|-------|\n| [Superpowers](techniques/superpowers.md) | Composable skills framework — TDD, subagent-driven development, self-improving agent workflows | ~234K |\n\n### Autonomous Iteration\n\n| Technique | Description | Stars |\n|-----------|-------------|-------|\n| [Ralph](techniques/ralph.md) | Autonomous bash-loop methodology — tests as backpressure, git as memory, tool-agnostic | Community |\n\n### Enterprise AI-Native SDLC\n\n| Technique | Description | Stars |\n|-----------|-------------|-------|\n| [HVE](techniques/hve.md) | Microsoft ISE's RPI workflow with 49 agents, constraint-based governance, and validated artifacts | ~1.2K |\n\n### Cross-Cutting\n\n| Technique | Description |\n|-----------|-------------|\n| [Context Engineering](techniques/context-engineering.md) | The practice of structuring project context via rules files across an 8-layer model |\n\n---\n\n**Audience:** Developers, tech leads, and engineering managers evaluating structured approaches to AI-assisted development.\n\n**What this is not:** A ranking. Each technique serves different needs. The [Decision Guide](overview.md#4-decision-guide) in the overview helps match techniques to situations.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Folivomarco%2Fgenai-development-techniques","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Folivomarco%2Fgenai-development-techniques","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Folivomarco%2Fgenai-development-techniques/lists"}