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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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Gates Earned From Failure: a cost test for agent guardrails

Gates Earned From Failure: a cost test for agent guardrails

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16 min read
Deterministic Data Engineering With AI Harnesses: Using Claude Code, Codex, Antigravity, and OpenCode for Data Work You Can Actually Trust

Deterministic Data Engineering With AI Harnesses: Using Claude Code, Codex, Antigravity, and OpenCode for Data Work You Can Actually Trust

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19 min read
How Developers Really Use AI: Claude, Codex, and the Skills Debate

How Developers Really Use AI: Claude, Codex, and the Skills Debate

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1 min read
Running Local Private AI Models – How And Why

Running Local Private AI Models – How And Why

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4 min read
MCP servers in Claude Code: the minimal setup, and when you should skip MCP entirely

MCP servers in Claude Code: the minimal setup, and when you should skip MCP entirely

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5 min read
How I Built a Read-Only SQLite MCP Server in Python (and Why Read-Only Matters)

How I Built a Read-Only SQLite MCP Server in Python (and Why Read-Only Matters)

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4 min read
I Built an AI SEO Brief Generator That Compares 3 Models Side-by-Side — Here's the Architecture

I Built an AI SEO Brief Generator That Compares 3 Models Side-by-Side — Here's the Architecture

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1 min read
I audited my own AI-generated refactor and found 46 bugs. Here's what that taught me.

ESLint as a safety gate for AI code

I audited my own AI-generated refactor and found 46 bugs. Here's what that taught me.

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5 min read
Two Terminals, One Screen: Building an Agent Cockpit That Tells the Truth About Cost

Two Terminals, One Screen: Building an Agent Cockpit That Tells the Truth About Cost

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8 min read
I stopped telling ChatGPT to 'fix it.' Here's the 4-part prompt I use instead.

I stopped telling ChatGPT to 'fix it.' Here's the 4-part prompt I use instead.

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4 min read
I tried 5 ways to build a Q&A system over my docs — here's what worked

I tried 5 ways to build a Q&A system over my docs — here's what worked

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5 min read
Beyond SLSA: How to Stop Zero-Click CI/CD Worms with a 9-Step Plan

Beyond SLSA: How to Stop Zero-Click CI/CD Worms with a 9-Step Plan

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8 min read
Optimal Transport Converts Dense Layers to Sparse Experts

Optimal Transport Converts Dense Layers to Sparse Experts

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2 min read
Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres

Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres

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4 min read
The Data Engineer Roadmap for 2026 (in an AI-Native World)

The Data Engineer Roadmap for 2026 (in an AI-Native World)

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7 min read
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