Career Transitions
Map transferable evidence and use AI for administration, not identity, after disruption.
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8 min lukemistaCareer reinvention: map transferable evidence before chasing titles
A practical way to turn past work into evidence-backed capabilities, test a possible new direction, and identify the smallest credible next step without asking AI to choose your career.
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9 min lukemistaAfter redundancy or mid-life disruption: use AI for administration, not identity
The day your job ends, three different needs arrive at once: urgent paperwork, career questions, and emotional weight. AI can genuinely help with the first two if you keep them separate — and it cannot do the third at all.
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6 min lukemistaPrepping Your Own Performance Review With AI, Without Inventing Evidence
AI is genuinely useful for organizing a year of scattered accomplishments into a coherent self-assessment. It is useless, or worse, for supplying the accomplishments themselves. A four-step workflow that keeps the evidence yours and the AI confined to structure and language.
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7 min lukemistaPrep Your 1:1 Agenda With AI — Do Not Let It Script the Conversation
AI is a good tool for turning a scattered week into a clear list of updates, blockers, and questions before your next 1:1. It is a bad tool for generating the actual sentences you say when you sit down — not because you will be caught, but because a script makes you a worse listener and can quietly misrepresent your own judgment.
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