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.
Topic
AI & Agent Systems
Designing and operating real AI systems: agents, LLM applications, orchestration, memory, evaluation, AI governance, and local inference.
3 connected portfolio, venture, insight, and off-duty entries.
Agents and Skills: The Worker and the Playbook
A practical guide to the difference between agents, skills, and AGENTS.md—including how definitions, tools, permissions, and reusable workflows fit together in Codex.
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.