// latest writing
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The advice I don't give juniorsTwenty-five years of technical advice has mostly expired. What's left worth passing on is the short list of things that never moved: the domain, working backward, reading, and trust.
Don't outsource the thinkingDevelopers are starting to refuse to work without AI. The tools were never the problem — handing over the part that thinks is.
Modeling the domain firstWhy I reach for the domain model before the framework, the database, or the API.
// what I'm working on
GitHub contributions
3,423 · past yearNovDecJanFebMarAprMayJunJulAugSepOct
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Commits 81.9%Reviews 10.4%Pull requests 7.3%Issues 0.3%
AI activity
4 models · last 7 days$1.6Kspend · 7d
Fable$1,485 · 291 lines
Opus$91 · 19 lines
Others$33 · 1,579 lines · Sonnet, Haiku
</> line changes97% AI · 1,889 ai / 65 human
Tokens
173.4M172.3M in · 1.1M outPrompts
2702K chars avgSessions
30~9 prompts eachAI pairing
11h 28m23.5% of coding timeCoding activity
2h 54m · last 7 daysLanguages
TypeScript30.86%Java21.87%SQL12.87%Python12.7%Markdown10.58%Properties4.23%Java Properties3.35%Text1.76%JSON1.76%
Editors & Tools
Orca40.76%Claude Code31.05%SparkDesktop9.66%ClickUp5.2%Slack4.25%GitHub3.72%Unknown Editor1.55%DataGrip1.51%iTerm21.46%IntelliJ IDEA0.27%Zed0.25%Notion0.12%ChatGPT0.11%Excel0.04%Fork0.03%
Operating systems
Mac100%