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Productivity

Productivity includes tips on how to use tools and software, process optimization, useful references, experience, and mindstate optimization.

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Test Data Management: The Missing Piece in Scalable Test Automation

Test Data Management: The Missing Piece in Scalable Test Automation

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2 min read
AI Coding & Vibe Coding: Build Faster Without Losing the Plot

AI Coding & Vibe Coding: Build Faster Without Losing the Plot

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6 min read
Beginner's Mind in Engineering and AI

Beginner's Mind in Engineering and AI

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3 min read
Focused Work, Distraction-Free Coding

Focused Work, Distraction-Free Coding

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3 min read
Why Story Points Don’t Work in the AI Era, And What Should Take Their Place Instead.

Why Story Points Don’t Work in the AI Era, And What Should Take Their Place Instead.

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6 min read
I Built a Read-Later App. Karpathy Described My Data Model. (with MCP + Claude Code)

I Built a Read-Later App. Karpathy Described My Data Model. (with MCP + Claude Code)

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7 min read
Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate

Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate

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5 min read
AI-Native Step Tracing: Verify AI Code by Observing Behavior, Not Reading It

AI-Native Step Tracing: Verify AI Code by Observing Behavior, Not Reading It

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3 min read
15 System Prompts That Actually Change How Claude Works (Not Just Another Prompt List)

15 System Prompts That Actually Change How Claude Works (Not Just Another Prompt List)

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4 min read
AI Agent Failure Loops: When Persistence Becomes a Quality Bug

AI Agent Failure Loops: When Persistence Becomes a Quality Bug

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4 min read
Running Multiple AI Coding Agents in Parallel Changed How I Work

Running Multiple AI Coding Agents in Parallel Changed How I Work

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5 min read
The Brutal Truth About Long-Term Knowledge Management: What Two Years with Papers Taught Me About Sustainability

The Brutal Truth About Long-Term Knowledge Management: What Two Years with Papers Taught Me About Sustainability

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7 min read
My First Foray into Harness Engineers

My First Foray into Harness Engineers

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3 min read
I Tracked Every LLM API Call For a Week — 65% Were Unnecessary

I Tracked Every LLM API Call For a Week — 65% Were Unnecessary

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3 min read
Half a Day, Not a Week: One Nix Flake for Three Machines

Half a Day, Not a Week: One Nix Flake for Three Machines

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2 min read
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