AI implementation specialist. Framework creator. Builder of tools that bridge human thinking and machine capability.
I've spent 30+ years in technology — from security (CEH certified) to building production AI systems. Based in Valencia, Spain, I create frameworks, MCP servers, and Claude Code tools that help people work with AI systematically rather than haphazardly.
I believe in integration over capability — that systematic implementation beats tool sophistication every time. The organizations that succeed with AI aren't the ones with the best tools; they're the ones with the clearest thinking about what they're trying to achieve.
I created two complementary frameworks for AI adoption and implementation, now open-source under CC BY-SA 4.0:
| Framework | What It Does | |
|---|---|---|
| The PAST Framework | Strategic clarity for AI adoption — Purpose, Audience, Scope, Tone |  |
| The SHAPE Methodology | Execution methodology — Situation, Hypothesis, Action, Process, Evaluation |  |
PAST tells you what and why. SHAPE tells you how and when. Together they take AI initiatives from scattered experiments to systematic implementation.
Model Context Protocol servers connecting AI assistants to real-world services:
| Project | What It Does | |
|---|---|---|
| mcp-arr | Media management suite (Sonarr, Radarr, Lidarr, Readarr, Prowlarr) |  |
| mcp-tailscale | Tailscale network management |  |
| mcp-kit | Kit.com (ConvertKit) email marketing |  |
| mcp-local-llm | Route mechanical tasks to local LLMs via Ollama |  |
| mcp-pickaxe | Pickaxe AI agent platform |  |
| mcp-wisdom | Philosophy-grounded thinking frameworks (Stoic, Cognitive, Strategic) |  |
| mcp-threatintel | Unified threat intelligence (OTX, AbuseIPDB, GreyNoise) |  |
| mcp-fantastical | Fantastical calendar management |  |
| mcp-pihole | Pi-hole v6 DNS blocking control |  |
| mcp-homescan | Home network discovery and security scanning |  |
Skills, agents, and tools for extending Claude Code:
| Project | What It Does | |
|---|---|---|
| daily-patterns-pack | Session logging + Obsidian integration + pattern analysis |  |
| claude-agent-borg | Analyze external Claude setups, assimilate the best features |  |
| claude-lessons-learned | Structured retrospective analysis from incidents |  |
| cheaters-generator | Personalized cheatsheet systems |  |
| the-antislop | Detect and fix AI-generated writing patterns (35+ patterns) |  |
| claude-ecosystem-health | Drift detection across skills, agents, MCP servers, and vault |  |
| claude-draft-reviewer | Review and fix drafts for slop, craft, and voice consistency |  |
| claude-rfu-audit | 11-gate utility gauntlet — validate project value before investing effort |  |
| Project | What It Does | |
|---|---|---|
| minervia-starter-kit | A co-operating system for human-led knowledge work |  |
| wisdom-pack | Philosophy-grounded slash commands for Claude Code |  |
| book-indexer | Index books and PDFs into ChromaDB for semantic search |  |
| dayone-to-obsidian | Export Day One journal entries into Obsidian daily notes |  |
I publish Signal Over Noise — a newsletter about AI implementation that cuts through the hype. Evidence-based, practically skeptical, no AI slop allowed.
I also write Second Brain Chronicles — documenting the evolution of personal knowledge systems, the failures, and the rabbit holes.
