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Building in Public

The maturity of mydevbot - CI/CD, eGPUs and the future of mobile development

The final phase. How mydevbot deploys itself using GitHub Actions and Watchtower, mobile programming with VS Code Server and the preparation of the UM890 Pro for extreme local AI via OCuLink.

Technical Articles

Deep tutorials and guides on Android development, Kotlin and AI Agents.

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The PARA Method and File-Based AI Memory: Transparency, Obsidian, and the Markdown-First Architecture
AI March 26, 2026

The PARA Method and File-Based AI Memory: Transparency, Obsidian, and the Markdown-First Architecture

A deep dive into using the PARA method (Projects, Areas, Resources, Archives) as a cognitive scaffold for AI agent memory. How Markdown files, Obsidian, and Logseq via MCP create transparent, human-editable memory systems that actually persist.

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PlugMem: Microsoft Research's Task-Agnostic Memory Module That Every LLM Agent Needs
AI March 26, 2026

PlugMem: Microsoft Research's Task-Agnostic Memory Module That Every LLM Agent Needs

A technical deep-dive into PlugMem, Microsoft Research's plugin memory system that transforms raw LLM agent interactions into reusable structured knowledge. How its three-component architecture (Structure, Retrieval, and Reasoning) outperforms task-specific memory designs.

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First Principles Reasoning and AI Audit: Quint Code, FPF, and the ADI Cycle in Software Engineering
AI March 25, 2026

First Principles Reasoning and AI Audit: Quint Code, FPF, and the ADI Cycle in Software Engineering

How the First Principles Framework (FPF) and Quint Code enforce structured reasoning on AI agents. The Abduction–Deduction–Induction cycle applied to engineering decisions, auditable decision contracts, and why vibe-coded AI is not enough.

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All my work is transparent. Check out my repositories or try the apps directly.