Jamie Scott Craik | AI Software Developer

Founder, brAInwav | AI-Powered Tools | Vibe-Coding Mode

From Demo to Duty: Transforming playful experiments into production tools. Building AI-powered developer tools that make coding more accessible, more fun, and more powerful.

Now (Feb 28, 2026): Building CLI tooling for AI developer workflows.

Last updated: 2026-02-28

AI Pair Programmers

Languages & Frameworks

Build Tools & Environment

Problem: OSS teams and founders need fast, reliable AI tooling they can trust.

Solution: I build pragmatic CLIs and governance tools that turn experiments into safe, repeatable workflows.

Why it helps: Clear defaults, fast setup, and tools that scale from solo dev to team.

• 🧭 ralph-gold ⭐ 1 - A Golden Ralph Loop orchestrator that runs fresh CLI-agent sessions (Codex, Claude Code, Copilot) in a deterministic loop until your PRD is complete.
• 📄 rSearch - rSearch helps developers search, fetch, and download arXiv papers from the terminal
• 📚 wSearch
• 🧰 mKit ⭐ 1 - MCP Server Boilerplate for Cloudflare Workers

# ralph-gold
gh repo clone jscraik/ralph-gold
cd ralph-gold
uv tool install -e .
ralph --help

# rSearch
npm i -g @brainwav/rsearch
rsearch --help

# wSearch
npm i -g @brainwav/wsearch-cli
wsearch --help

• 🔍 zSearch - Z.AI capabilities CLI and MCP server for agents and automation
  • GitHub: jscraik/zSearch
• 🐦 xKit - Unofficial X Web API Toolkit
  • GitHub: jscraik/xKit

• 📦 Agent-Skills ⭐ 2 - My catalogue of Skills.md
• 📦 unfinished-cemetery - A ritualised archive of abandoned projects — post-mortems for software that died so we could learn what lives.
• 📦 diagram-cli
• 📦 code-archaeology-kit
• 📦 SkillsInspector - Developer toolkit for Skills.md trees
• 📦 firefly-narrative - A new way to discover the narrative, share, and collaborate across GIT and agent traces.
• 📦 Design-System - Cross-Platform UI Workbench
• 📦 data-dashboard

All published under @brainwav on npm:

• Current focus - Making ralph-gold and the brainwav CLIs more reliable and production-ready while growing mKit-based agent tooling
• Engineering deterministic AI workflows - Shipping ralph-gold to run fresh Codex/Claude/Copilot sessions in a repeatable loop
• Publishing practical AI tooling - Maintaining rSearch and wSearch CLIs for research, search, and query workflows
• Building agent infrastructure - Evolving mKit as a practical MCP/Cloudflare Workers foundation for AI tooling
• Improving developer operations - Building reusable tooling ecosystems like Agent-Skills, SkillsInspector, code-archaeology-kit, firefly-narrative, Design-System, and data-dashboard

🛠️ Tool Development · AI-powered CLIs · Developer experience · Automation tools

🤝 Collaboration · Open source contribution · Veteran tech initiatives · Fun projects

🚀 From Demo to Duty · Turn experiments into products · Ship safely · Learn in public