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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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Adam and AdamW: The Optimizer That Made Modern LLM Training Possible

Adam and AdamW: The Optimizer That Made Modern LLM Training Possible

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12 min read
The supervisor pattern is not enough: why your agents still fail at step 7 (and the hierarchy that saves them)

The supervisor pattern is not enough: why your agents still fail at step 7 (and the hierarchy that saves them)

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6 min read
Does That "Free Online PDF" Tool Upload Your File? How to Tell.

Does That "Free Online PDF" Tool Upload Your File? How to Tell.

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2 min read
When Plan Mode Was No Longer Enough

When Plan Mode Was No Longer Enough

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6 min read
How to Build an AI Agent That Works 24/7

How to Build an AI Agent That Works 24/7

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4 min read
How to Bring Order to a Project: A Track Map

How to Bring Order to a Project: A Track Map

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4 min read
Why “Is the Bank Open Today?” Is Surprisingly Difficult to Answer with Code

Why “Is the Bank Open Today?” Is Surprisingly Difficult to Answer with Code

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5 min read
The AI Augmented Parallel SDLC

The AI Augmented Parallel SDLC

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6 min read
The Iterative Creation Loop: How to Build Better with Plan Mode, Multi-Agent Dialogues, and Verification

The Iterative Creation Loop: How to Build Better with Plan Mode, Multi-Agent Dialogues, and Verification

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35 min read
Are More AI Features Always Better? The “Smart” Ideas I Removed

Are More AI Features Always Better? The “Smart” Ideas I Removed

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4 min read
I know more than AI

I know more than AI

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3 min read
Stop Wasting LLM Tokens! I Built a Rust CLI to Prune JS/TS Codebases by 80% 🦀🚀

Stop Wasting LLM Tokens! I Built a Rust CLI to Prune JS/TS Codebases by 80% 🦀🚀

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10 min read
A Free RSS Triage Bot: Let a Free Model Decide What Deserves Your Attention

A Free RSS Triage Bot: Let a Free Model Decide What Deserves Your Attention

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4 min read
Free Models, Free Server: A 30-Minute Quota Probe Before You Trust Either

Free Models, Free Server: A 30-Minute Quota Probe Before You Trust Either

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6 min read
Same Input, Different Answer? A Differential Harness for AI Code Fixes

Same Input, Different Answer? A Differential Harness for AI Code Fixes

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6 min read
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