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Knowledge Vault

Odoo internals, system design, AI tooling, and other things I figured out the hard way.

Odoo

Functional guides, accounting quirks, Anglo-Saxon costing, and implementation gotchas.

Odoo Development

Custom modules, ORM patterns, inheritance, and the things the docs don’t explain.

System Design

12-week deep dive: networking, databases, distributed systems, and trade-offs that matter.

AI & MCP

LLMs, RAG, Claude API, and building MCP servers to connect AI to real tools.

Python

Core patterns, OOP, decorators, and practical code that actually runs in production.

Business Analysis

Requirements, stakeholder management, and how to run discovery without wasting everyone’s time.

Functional Consulting

Client engagement, workshops, and delivery — what works and what doesn’t.

3D Printing

Bambu Lab A1 as a micro-business — what to print, what to charge, where to sell.

Everything Else

Gym, language learning, and whatever rabbit hole I’m currently in.