Skill Suites
Code-first guides on AI, DevOps, and shipping software
Real proof-of-concepts you can run today. No fluff, no filler, just working examples.
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Grad School
A browser game where getting good at it and understanding the mathematics are the same activity. Five courses built on Karpathy’s Neural Networks: Zero to Hero: route a gradient backward by hand, train a neuron and watch the loss fall, run attention under a causal mask, aim the query yourself, and cure a sick network from its vitals.
Latest articles
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Ticket Classification and Routing with Claude: AI Ticket Classification in Production
Series AI in Production: 30 Real-World Use Cases with Claude Part 17 of 30 · View the full series TL;DR AI ticket…
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Summarize Alerts and On-Call Noise with Claude: AI Alert Summarization for On-Call Teams
Series AI in Production: 30 Real-World Use Cases with Claude Part 16 of 30 · View the full series TL;DR AI alert…
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AI Incident Response: Speed Up On-Call with a Claude Copilot
Series AI in Production: 30 Real-World Use Cases with Claude Part 15 of 30 · View the full series TL;DR This AI…
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AI Email Triage: Sort and Route Inboxes with Claude
Series AI in Production: 30 Real-World Use Cases with Claude Part 14 of 30 · View the full series TL;DR AI email…
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Build an AI Customer Support Agent with Claude (RAG + Tools)
Series AI in Production: 30 Real-World Use Cases with Claude Part 13 of 30 · View the full series TL;DR An ai…
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Natural Language to SQL with Claude: Query Your Database in English
Series AI in Production: 30 Real-World Use Cases with Claude Part 12 of 30 · View the full series TL;DR Pass a…
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AI Contract Analysis with Claude: Evidence-Cited Answers
Series AI in Production: 30 Real-World Use Cases with Claude Part 11 of 30 · View the full series TL;DR AI contract…
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