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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Building an AI teaching assistant grounded in real Further Education practice

Building an AI teaching assistant grounded in real Further Education practice

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2 min read
PostgreSQL as vector search (pgvector)

PostgreSQL as vector search (pgvector)

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7 min read
PostgreSQL como busca vetorial (pgvector)

PostgreSQL como busca vetorial (pgvector)

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8 min read
🚀 Is Music Tagging Stuck in 2005? Why I Built SonicTag (Beta)

🚀 Is Music Tagging Stuck in 2005? Why I Built SonicTag (Beta)

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3 min read
The Bug AI Can't Find Isn't in the Code

The Bug AI Can't Find Isn't in the Code

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3 min read
Why You Shouldn't Hire Me

Why You Shouldn't Hire Me

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7 min read
I Built an AI Debugging Assistant Because I Was Tired of Midnight Bug Hunts

I Built an AI Debugging Assistant Because I Was Tired of Midnight Bug Hunts

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4 min read
Introducing Playwright Labs: Best Practices as Code

Introducing Playwright Labs: Best Practices as Code

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5 min read
The Bouncer and the Connector: AWS Guardrails vs. MCP Explained

The Bouncer and the Connector: AWS Guardrails vs. MCP Explained

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3 min read
AI Productivity Gains?

AI Productivity Gains?

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1 min read
I Built ESLint for Cursor Agent Mode (and learned why packaging matters)

I Built ESLint for Cursor Agent Mode (and learned why packaging matters)

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2 min read
Understanding AI Agents: How Agentic Systems Actually Work

Understanding AI Agents: How Agentic Systems Actually Work

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9 min read
Why Design Systems are the Fuel for Vibe Coding

Why Design Systems are the Fuel for Vibe Coding

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2 min read
Vibe Coding Trap: Why AI Shortcuts Sabotage Junior Dev Careers

Vibe Coding Trap: Why AI Shortcuts Sabotage Junior Dev Careers

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4 min read
From Manual to AI-Driven: AWS Well-Architected Security MCP Server

From Manual to AI-Driven: AWS Well-Architected Security MCP Server

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12 min read
I Built an Open-Source Cowork in 24 Hours with ZERO Rust Experience — and the Agent Builts Itself

I Built an Open-Source Cowork in 24 Hours with ZERO Rust Experience — and the Agent Builts Itself

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2 min read
Post-Mortem: Analyzing 86 failed model checks in a production-like scan

Post-Mortem: Analyzing 86 failed model checks in a production-like scan

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2 min read
I profiled Claude Code so you don't have to, or How I Learned to Stop Worrying and Love the strace

I profiled Claude Code so you don't have to, or How I Learned to Stop Worrying and Love the strace

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4 min read
Build a Viral Content Predictor Using Early Engagement Signals

Build a Viral Content Predictor Using Early Engagement Signals

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12 min read
The Science of Team Topologies in 2026

The Science of Team Topologies in 2026

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3 min read
Once upon a time when I built AI agents…: A grandpa story

Once upon a time when I built AI agents…: A grandpa story

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4 min read
n8n: Community Node - LiteLLM

n8n: Community Node - LiteLLM

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1 min read
Linux for Beginners: A Clear, Simple, and Practical Introduction

Linux for Beginners: A Clear, Simple, and Practical Introduction

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2 min read
Work Breakdown Structures: Why They’re More Critical Than Ever in the AI Era

Work Breakdown Structures: Why They’re More Critical Than Ever in the AI Era

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7 min read
Day 3 — Errors & Loss Functions: Measuring How Wrong a Model Is

Day 3 — Errors & Loss Functions: Measuring How Wrong a Model Is

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3 min read
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