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British Army Veteran | 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 6, 2026): Building gKit and CLI tooling for AI developer workflows.

Last updated: 2026-02-06

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💻 Vibe-Coding Stack

AI Pair Programmers

Languages & Frameworks

Build Tools & Environment

TL;DR

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.

Featured Projects (Community + Adoption)

• 🧭 ralph-gold ⭐ 1 - A Golden Ralph Loop orchestrator that runs fresh CLI-agent sessions (Codex, Claude Code, Co...
• 📄 rSearch - rSearch helps developers search, fetch, and download arXiv papers from the terminal
• 📚 wSearch
• 🔍 zSearch - Z.AI capabilities CLI and MCP server for agents and automation
• 🧰 mKit ⭐ 1 - MCP Server Boilerplate for Cloudflare Workers
• 🐦 xKit ⭐ 1 - Unofficial X Web API Toolkit

Quick Start (Pick One)

# 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
npm i -g @brainwav/zsearch
zsearch --help

More Projects

• 📦 Agent-Skills ⭐ 2 - My catalogue of Skills.md
• 📦 narrative
• 📦 jscraik - from demo to duty | Veteran-Led
• 📦 aStudio - Cross-Platform UI Workbench
• 📦 SkillsInspector - Developer toolkit for Skills.md trees

The Search Family

All published under @brainwav on npm:

| CLI | What it does | Install | |-----|--------------|---------| | zSearch | Z.AI vision, search, web reader, repo exploration, MCP server | npm i -g @brainwav/zsearch | | rSearch | arXiv paper search, fetch, download | npm i -g @brainwav/rsearch | | wSearch | Wikidata REST/SPARQL queries | npm i -g @brainwav/wsearch-cli |

What I'm Doing

• Building AI-powered CLIs - Tools that make developers' lives easier
• Shipping governance frameworks - Safety-first AI development with gKit
• Learning in public - Documenting the journey from demo to duty
• Vibe-coding - Rapid prototyping with Claude Code and Codex

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🤝 Let's Build Together

🛠️ 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

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📬 Connect