Claude Kit: domain templates that turn Claude Code into a specialist
A template system for Claude Code: a base layer of agents, skills, commands, hooks, and rules merged with a domain layer and scaffolded into a project's .claude folder.
Topic
Engineering
Systems engineering, hardware, physical builds, prototyping, installs, and woodworking where it crosses into engineering.
4 connected portfolio, venture, insight, and off-duty entries.
Ergodic Theory: What the Long Run Can Teach Us
From the law of large numbers to Mamba-based telemetry analysis and human trial-and-error, the value of repetition depends on what the process lets us observe.
Tokenization vs. Embeddings: From Text Pieces to Meaning
A practical guide to tokenization and embeddings, covering BPE, WordPiece, Unigram, SentencePiece, word2vec, GloVe, fastText, contextual Transformers, and modern retrieval models.
Agentic Engineering Through a DevOps Lens
A practical guide to agentic engineering for DevOps practitioners, covering harness, context, prompts, RAG, memory, tools, control loops, sandboxes, guardrails, observability, and evaluation.