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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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The seed-script tax: how I generate realistic test data for Postgres, Playwright and mock APIs

The seed-script tax: how I generate realistic test data for Postgres, Playwright and mock APIs

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6 min read
Home Healthcare Runs on Coordination, Not Code — Here's Where Devs Actually Fit In

Home Healthcare Runs on Coordination, Not Code — Here's Where Devs Actually Fit In

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2 min read
Your AI Skills Have the Same Problem as Your CLAUDE.md. Here's the Data.

Your AI Skills Have the Same Problem as Your CLAUDE.md. Here's the Data.

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6 min read
Score Your Free AI Code Reviewer Before You Trust It: A Server-Side Experiment

Score Your Free AI Code Reviewer Before You Trust It: A Server-Side Experiment

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4 min read
I Built an Image to 3D Model App using LangGraph

I Built an Image to 3D Model App using LangGraph

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6 min read
Anthropic graded 400,000 Claude Code sessions. Managers beat the engineers.

Anthropic graded 400,000 Claude Code sessions. Managers beat the engineers.

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2 min read
DDoS attacks: what's actually happening, and why "just add more servers" doesn't save you

DDoS attacks: what's actually happening, and why "just add more servers" doesn't save you

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3 min read
How I Built a Markdown Editor for Android That Doesn't Squeeze Out Your Productivity

How I Built a Markdown Editor for Android That Doesn't Squeeze Out Your Productivity

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3 min read
O maior erro de um engenheiro ao construir um RAG sem entender a matemática por trás

O maior erro de um engenheiro ao construir um RAG sem entender a matemática por trás

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2 min read
Auditing Agent Patches: Property Checks, Fixture Locks, and Expiring Flaky Freezes

Auditing Agent Patches: Property Checks, Fixture Locks, and Expiring Flaky Freezes

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4 min read
Public Sector AI Isn't Stuck on Models. It's Stuck on Data Governance

Public Sector AI Isn't Stuck on Models. It's Stuck on Data Governance

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6 min read
Can AI Actually Understand Design Systems, or Is It Just Guessing the Tokens?

Can AI Actually Understand Design Systems, or Is It Just Guessing the Tokens?

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1 min read
Four checks that keep a small automation from creating a mess

Four checks that keep a small automation from creating a mess

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2 min read
Twelve Markdown editors in 2026, checked against their own release pages

Twelve Markdown editors in 2026, checked against their own release pages

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6 min read
Free AI Servers, Paid Attention: A Log-Hygiene Guide

Free AI Servers, Paid Attention: A Log-Hygiene Guide

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5 min read
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