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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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Token Forensics: Metering AI Spend Before You Optimize Anything

Token Forensics: Metering AI Spend Before You Optimize Anything

Comments 1
6 min read
How I Set Up Claude to Actually Work Like My Pair Programmer

How I Set Up Claude to Actually Work Like My Pair Programmer

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Comments 1
4 min read
How to Get Notified When Claude Code Finishes a Task

How to Get Notified When Claude Code Finishes a Task

Comments
6 min read
Traditional Coding vs Agentic Coding: The Flow State Problem

The high cognitive cost of reviewing AI diffs

Traditional Coding vs Agentic Coding: The Flow State Problem

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Picked as gem Comments 20
8 min read
Your Automation Dies Quietly: A Weekly Revenue Gate That Caught One Line Dropping From 14 Files to 0

Your Automation Dies Quietly: A Weekly Revenue Gate That Caught One Line Dropping From 14 Files to 0

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21 min read
Split the Clock and Repeat the Spike

Split the Clock and Repeat the Spike

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7 min read
Rate Limits Cost Me a Whole Night of Work — Here's the 46-Line Script That Fixed It

Rate Limits Cost Me a Whole Night of Work — Here's the 46-Line Script That Fixed It

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Comments 1
21 min read
Why QR Pairing Beats IP Addresses for Local-First Device Sync

Why QR Pairing Beats IP Addresses for Local-First Device Sync

Comments 1
3 min read
How Humans and AI Agents Can Work Together: A Practical Guide to Agent-Based Project Management

How Humans and AI Agents Can Work Together: A Practical Guide to Agent-Based Project Management

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Comments 5
11 min read
MCP Resources vs Tools vs Prompts: 3 Layers That Cut My Agent's Tokens From 114K to 27K

MCP Resources vs Tools vs Prompts: 3 Layers That Cut My Agent's Tokens From 114K to 27K

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Comments 2
6 min read
How I Built Smart Scraper M2M: A Fast ~30ms Scraper API for AI Agents

How I Built Smart Scraper M2M: A Fast ~30ms Scraper API for AI Agents

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1 min read
Why AI-Generated Code for Your Go Project Compiles But Still Needs a Rewrite

Why AI-Generated Code for Your Go Project Compiles But Still Needs a Rewrite

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4 min read
Agile: The Theory, the Ritual, and the Reality

Agile: The Theory, the Ritual, and the Reality

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3 min read
Stop Re-Explaining the Task: Three Files for Recurring AI Work

Stop Re-Explaining the Task: Three Files for Recurring AI Work

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Comments 3
4 min read
The AI writes the answer

The AI writes the answer

Comments
3 min read
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