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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
3,376 · past yearNovDecJanFebMarAprMayJunJulAugSepOct
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Commits 82.4%Reviews 10.4%Pull requests 6.9%Issues 0.3%
AI activity
4 models · last 7 days$2.3Kspend · 7d
Fable$1,309 · 852 lines
Opus$936 · 256 lines
Others$21 · Sonnet, Haiku
</> line changes97% AI · 1,108 ai / 40 human
Tokens
152.2M151.6M in · 586K outPrompts
2171.3K chars avgSessions
25~9 prompts eachAI pairing
8h 16m19.4% of coding timeCoding activity
2h 57m · last 7 daysLanguages
Java42.06%SQL25.15%TypeScript22.79%Properties3.24%JavaScript3.09%HTTP Request2.06%YAML1.32%Java Properties0.15%HTML0.15%
Editors & Tools
Claude Code43.86%Orca27.29%SparkDesktop7.77%ClickUp5.29%iTerm24.28%Unknown Editor3.71%DataGrip2.61%GitHub2.29%Slack1.86%IntelliJ IDEA0.42%Word0.29%Postman0.14%Fork0.09%ChatGPT0.03%Notion0.03%VS Code0.03%
Operating systems
Mac100%