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Field notes.

Observations, experiments, and ideas in progress.

  1. lob-proc: Reconstructing Order Flow from Snapshots

    A C++ snapshot parser feeding limit order book events through NATS to a browser heatmap

  2. Faster String Search: The Recall Trade-off Behind a 20x Speedup

    Measured search speedups with their recall costs, followed by the limits of the comparison with other systems

  3. Streaming vs Batch: A Case Study with Longest Consecutive Sequence

    When Union-Find beats HashSet and why access patterns determine algorithm choice

  4. Consuming CDC Events: Patterns for Building Read Models

    Handling CDC events with idempotent consumers that can recover from failures

  5. MongoDB CDC with Debezium: Infrastructure & The Oplog Problem

    Why Atlas shared tiers fail for CDC and how to configure a production-ready pipeline

Showing 5 of 5 field notes.