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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 an internal AI assistant for support engineers with MCP

Building an internal AI assistant for support engineers with MCP

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7 min read
The Week Two Problem: 60% of AI Agent Failures Are Not the Model's Fault

The Week Two Problem: 60% of AI Agent Failures Are Not the Model's Fault

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5 min read
Tired of typing `cd`? I built a Proton-T is a smarter cd command, blazing-fast directory jumper in Rust

Tired of typing `cd`? I built a Proton-T is a smarter cd command, blazing-fast directory jumper in Rust

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2 min read
How to control IT assets with Claude + Handoff MCP

How to control IT assets with Claude + Handoff MCP

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3 min read
How I Cut My Claude API Bill from $340 to $67/Month (Free Interactive Workbook)

How I Cut My Claude API Bill from $340 to $67/Month (Free Interactive Workbook)

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2 min read
Escalation Decay Is One of the Hardest Governance Failures to Detect

Escalation Decay Is One of the Hardest Governance Failures to Detect

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1 min read
47 Failed Renders Chasing the Air Bending Effect: A Postmortem

47 Failed Renders Chasing the Air Bending Effect: A Postmortem

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5 min read
The Day We Fixed Our Signup Pipeline

The Day We Fixed Our Signup Pipeline

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3 min read
I built a hands-free AI mechanic. Here's what I learned about voice diagnostics at scale.

I built a hands-free AI mechanic. Here's what I learned about voice diagnostics at scale.

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2 min read
Learning Lessons from Gaming

Tech trees and failure as learning data

Learning Lessons from Gaming

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3 min read
How I Stopped Losing GPU Training Runs During Long Experiments

How I Stopped Losing GPU Training Runs During Long Experiments

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4 min read
The Developer's Complete Guide to Free SVG Icons in 2026 (And Where to Actually Find Them)

The Developer's Complete Guide to Free SVG Icons in 2026 (And Where to Actually Find Them)

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8 min read
🚀 I’m Building Real AI Engineering Systems — Not Just AI Apps

🚀 I’m Building Real AI Engineering Systems — Not Just AI Apps

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2 min read
78. Word Embeddings: Words as Numbers That Actually Mean Something

78. Word Embeddings: Words as Numbers That Actually Mean Something

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7 min read
Stop Locking Your Product Tours in a Vendor Dashboard

Stop Locking Your Product Tours in a Vendor Dashboard

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3 min read
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