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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 Freelancer Tax Math Nobody Taught You (And Why It Costs ,000+)

The Freelancer Tax Math Nobody Taught You (And Why It Costs ,000+)

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3 min read
Guide to use AI as a tool it is.

Guide to use AI as a tool it is.

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3 min read
After 11.5M Words of Hands-On AI, Here's What I Learned

After 11.5M Words of Hands-On AI, Here's What I Learned

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5 min read
Cursor vs Claude Code vs Codex: What I Learned After 1.5 Years and Hundreds of Dollars

Cursor vs Claude Code vs Codex: What I Learned After 1.5 Years and Hundreds of Dollars

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2 min read
Keep the Context Where the Work Happens

Keep the Context Where the Work Happens

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5 min read
K9s — The Terminal UI That Made Me Love K8s Again

K9s — The Terminal UI That Made Me Love K8s Again

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4 min read
I got tired of switching tabs to compare AIs, so I built a Consensus Engine

I got tired of switching tabs to compare AIs, so I built a Consensus Engine

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2 min read
From Chat Request to Task Contract: Route the Work Before AI Executes

From Chat Request to Task Contract: Route the Work Before AI Executes

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3 min read
Put AI in an Isolated Workspace: Real Projects Need Stage-Gated Workers

Put AI in an Isolated Workspace: Real Projects Need Stage-Gated Workers

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3 min read
From One Failure to Project Memory: Make the Pipeline Stronger Over Time

From One Failure to Project Memory: Make the Pipeline Stronger Over Time

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3 min read
Evidence Contract: AI Delivery Must Come With Proof

Evidence Contract: AI Delivery Must Come With Proof

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3 min read
Put Humans at Risk Boundaries, Not Only at the Final Approval

Put Humans at Risk Boundaries, Not Only at the Final Approval

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2 min read
Give AI the Context It Should See, Not the Whole Repository

Give AI the Context It Should See, Not the Whole Repository

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3 min read
AI Is Not the Process: What a Project-Specific AI Delivery Pipeline Means

AI Is Not the Process: What a Project-Specific AI Delivery Pipeline Means

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3 min read
10 CLI Tools Every Python Developer Should Know in 2025

10 CLI Tools Every Python Developer Should Know in 2025

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4 min read
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