Skip to contentCareer and Learning Map
Learning loop
- Pick a real problem just beyond current ability.
- Predict before searching.
- Build the smallest working version.
- Explain the mechanism in your own words.
- Record mistakes in Learning Log.
- Revisit through a new problem, not passive rereading.
Evidence of skill
- Projects that solve a specific problem
- Clear technical writing and decisions
- Debugging stories with hypotheses and evidence
- Contributions and code reviews
- Ability to explain tradeoffs at multiple levels
Quarterly questions
- What can I now do independently that I could not do three months ago?
- Which repeated difficulty signals a missing foundation?
- What work gives energy, creates value, and compounds?
Knowledge connections