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Stack I ship with
What I actually know how to do, grouped by how I use it day to day.
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Product & management
Roadmapping
PRDs
Azure DevOps
User research
Jira
Agile / Scrum
Stakeholder management
Languages & engineering
Python
JavaScript
TypeScript
SQL
Git
GitHub
Cloud & frameworks
AWS
Terraform
Docker
GitHub Actions
React
Node.js
Next.js
AI / ML
Claude
OpenAI
Agentic systems & tool use
Multi-agent orchestration
Model evaluation & safety
scikit-learn
pandas
NumPy
LangChain
Hugging Face
Prompt engineering
RAG