714 tutorials · free to read

A working handbook for data and software engineering.

Hands-on tutorials by Alex Merced on Apache Iceberg, the data lakehouse, pipelines, agentic AI, and the languages and tools that hold it all together.

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  1. 01The Agent Is Now a Named Coworker, and It Needs a File FormatNamed, persistent agents need a file format. Open Agent Profile, Buzz, Grok Bot, and Hermes Bot Mode show why a portable agent identity matters.
  2. 02Graphs in AI Engineering Have Solved Three Problems. The Fourth Is the Plan.Knowledge graphs, GraphRAG, and LangGraph solved three problems. The fourth is the work itself: a reviewable graph of bounded agentic loops.
  3. 03Your Agent Should Answer the Phone: A Field Guide to AI Gateways on Slack, Discord, Telegram, Signal, and TeamsA field guide to AI gateways on Slack, Discord, Telegram, Signal, and Teams: architecture, auth, cost, and the failure modes that matter.
  4. 04The Hidden Cost of Tiny Iceberg CommitsTrace what one tiny Iceberg commit writes, then model hourly, per-minute, and per-second cadences so streaming costs become arithmetic, not adjectives.
  5. 05Deletion Vectors vs Position Deletes vs Equality Deletes: The Iceberg Delete Story in 2026Position deletes, equality deletes, and deletion vectors compared from the Iceberg spec: what each writes, how readers apply it, and when to use which.
  6. 06Iceberg Is Becoming a Library, Not Just a Table FormatIceberg is turning from a JVM table format into a library other systems embed. What that shift changes for engines, catalogs, and the spec itself.