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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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Building Your First AI Agent Skill: From Markdown to APIs

Building Your First AI Agent Skill: From Markdown to APIs

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2 min read
How to Write a SKILL.md That Actually Triggers

How to Write a SKILL.md That Actually Triggers

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3 min read
Why Most Custom AI Skills Never Run (And the One Fix)

Why Most Custom AI Skills Never Run (And the One Fix)

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2 min read
Stop Ignoring Monitor Contention: Debugging Virtual Thread Latency in the JEP 491 Post-Pinning Era

Stop Ignoring Monitor Contention: Debugging Virtual Thread Latency in the JEP 491 Post-Pinning Era

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2 min read
Working with AI Means Thinking More, Not Less

Working with AI Means Thinking More, Not Less

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11 min read
5 Red Flags Your AI-Generated Code Needs a Second Look

5 Red Flags Your AI-Generated Code Needs a Second Look

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11 min read
Building repository-local memory for AI-assisted development

Building repository-local memory for AI-assisted development

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1 min read
I tested 9 domain registrars in 2026 — here's where you actually save money

I tested 9 domain registrars in 2026 — here's where you actually save money

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5 min read
Ingest invoices and receipts into an agent mailbox

Ingest invoices and receipts into an agent mailbox

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10 min read
AI Won’t Make You a 10x Developer

AI Won’t Make You a 10x Developer

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6 min read
I spent a week proving a feature couldn't be built. That was the win.

I spent a week proving a feature couldn't be built. That was the win.

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4 min read
Bottleneck Resolution is, In Fact, All the Rage in AI Engineering

AI Engineer World's Fair Coverage

Bottleneck Resolution is, In Fact, All the Rage in AI Engineering

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1 min read
The Small Mathematical Trick That Helped Make LLMs Possible: Understanding Layer Normalization

The Small Mathematical Trick That Helped Make LLMs Possible: Understanding Layer Normalization

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5 min read
Cursor vs GitHub Copilot: I Used Both for 60 Days as My Primary Coding Tool

Cursor vs GitHub Copilot: I Used Both for 60 Days as My Primary Coding Tool

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2 min read
Why I Tell Clients NOT to Automate Everything — The Over-Automation Trap

Why I Tell Clients NOT to Automate Everything — The Over-Automation Trap

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3 min read
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