~/writing/tag/developer-tools

#developer-tools

8 essays tagged "developer-tools".

Feb 24, 2026
From 10x to 100x: an engineer's practical guide to AI leverage

Most engineers are solving the wrong problem with AI. The real leverage is not getting faster, it is building systems that make asking unnecessary.

 Feb 19, 2026
If you are using GitHub Copilot only for autocomplete, you are keeping a senior engineer on the bench

The real shift is not chat. It is agents. Drop an .agent.md file into your repo and stop repeating context.

 Jan 31, 2026
Clawd.bot: this open-source project has 44,000 GitHub stars for a reason

Have not had this 'wait, this changes everything' feeling since ChatGPT dropped. It is what Siri was supposed to be 13 years ago.

 Oct 8, 2025
The AI effectiveness matrix: understanding performance variance across codebases

Why AI tools deliver 300% gains for some teams and 10% for others. The answer is not the tools.

 Oct 7, 2025
Prompt engineering as a core engineering skill

The difference between mediocre and exceptional AI output is not the model. It is the prompt. Here is how to treat prompts as engineered artifacts.

 Oct 5, 2025
The six types of context your AI needs (and how to document them)

After analyzing hundreds of AI-generated code issues, six categories of missing context explain nearly every failure. Here is how to fix each one.

 Oct 1, 2025
Why your team's AI tools are not working (and how to fix it)

The gap between AI-assisted teams (10-30% gains) and AI-ready teams (100-300% gains) is not the tools. It is the context.

 Sep 14, 2025
The new AI engineer's toolkit

Is it still coding if a significant part of your code is written by AI? The role of the staff and principal engineer is fundamentally changing.
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