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  1. Compression put 31× fewer bytes on the wire and made the request 27 seconds slower.

  2. When twenty operations run billions of times and none of them is hot, a flame graph tells you about HashMap and nothing you can act on.

  3. An in-memory graph is fast until you need to write to it.

  4. Recursive CTEs hit an O(b^D) wall, and no amount of indexing or tuning moves it.

  5. One line went missing from a system prompt and the classifier started returning markdown instead of an enum.

  6. Hexagonal architecture

    Ports and adapters is usually sold as a way to separate business logic from technical details.

  7. Hundreds of indistinguishable val id: Int properties, and one swapped argument is a security breach.

  8. Type-safe DSL syntax and runtime flexibility usually pull in opposite directions.

  9. Runtime bytecode manipulation can't turn an int into an Int, and Kotlin's null-safety metadata is gone by then anyway.

  10. A HashSet with 100 million entries takes 5 GB.