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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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Validating 1 million rows in 0.41 MB of RAM (how I built a streaming data validator in Python)

Validating 1 million rows in 0.41 MB of RAM (how I built a streaming data validator in Python)

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3 min read
If your coding agent can retry forever, it will

If your coding agent can retry forever, it will

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1 min read
Prompt Engineering for AI Agents: 7 Production Patterns That Beat Better Prompts

Prompt Engineering for AI Agents: 7 Production Patterns That Beat Better Prompts

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5 min read
My 6-Month Experiment with Autonomous AI Agents: What Actually Changed in My Daily Workflow

My 6-Month Experiment with Autonomous AI Agents: What Actually Changed in My Daily Workflow

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6 min read
My LLM Keeps Failing in Production. Here's What I Built to Fix It Automatically.

My LLM Keeps Failing in Production. Here's What I Built to Fix It Automatically.

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5 min read
I built a CLI that scaffolds any stack in one command — pic-li

I built a CLI that scaffolds any stack in one command — pic-li

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2 min read
Why I stopped trying every new AI tool that dropped

Why I stopped trying every new AI tool that dropped

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1 min read
Deeper Dive into Conductor Skills: Teaching AI Agents to Orchestrate Workflows

Deeper Dive into Conductor Skills: Teaching AI Agents to Orchestrate Workflows

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5 min read
Prompting AI Lofi: A Practical Workflow for Focus Music

Prompting AI Lofi: A Practical Workflow for Focus Music

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4 min read
After Knowledge, Discipline

After Knowledge, Discipline

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20 min read
Environment Variables for Beginners: How Apps Hide Configuration Without Hardcoding It

Environment Variables for Beginners: How Apps Hide Configuration Without Hardcoding It

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4 min read
Yesterday's "not worth it" is today's quick win

Yesterday's "not worth it" is today's quick win

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4 min read
How I built Prave: the management layer Claude Code Skills were missing

How I built Prave: the management layer Claude Code Skills were missing

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1 min read
What to Include in a Bug Report: Console Errors, Network Logs, and Why Templates Aren't Enough

What to Include in a Bug Report: Console Errors, Network Logs, and Why Templates Aren't Enough

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4 min read
The 170% Pay Rise Playbook: How Ambitious Salary Negotiations Actually Succeed

The 170% Pay Rise Playbook: How Ambitious Salary Negotiations Actually Succeed

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4 min read
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