682 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. 01Table Maintenance Stopped Being a ProductIceberg table maintenance commoditized when every platform started shipping it. What the six operations are, what they cost, and the observability you should keep even when the work is managed.
  2. 02The Model Class Enterprise Data Teams Are Not Using YetTabular foundation models perform supervised learning in a single forward pass with no training run. What they are, where they win, and what they change in the data architecture.
  3. 03Three Vendors Are Rebuilding the Path From Transaction to AgentDatabricks, Snowflake, and SAP are closing the gap between operational databases and analytical platforms through acquisition, betting on different layers of the same five-part architecture.
  4. 04What Zero-Copy Actually CostsSix architectures share the phrase zero-copy, and they have different costs, failure modes, and governance stories. A walk through federation, virtualization, sharing protocols, and materialization.
  5. 05The Filters We Build: Scams, Slop, and the Search for Signal, From Radio Ads to AIHow every media era from radio to AI forces humanity to build new cognitive filters -- the shield against scams and the sieve for finding signal in an ocean of noise.
  6. 06The Breakdown of the Open Lakehouse in 2026: Iceberg, Arrow, Polaris, Parquet, and Ossie, and How to Actually Build OneA detailed breakdown of the five Apache projects powering the open lakehouse in 2026 -- Parquet, Iceberg, Polaris, Arrow, and Ossie -- and how to build one yourself or use a managed platform.