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Software Engineering Practices

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fighting slop with slop — Vaibhav Gupta, Boundary Jul 31, 2026 · 21:32 To defeat slop, we must become the slop. The solution involves building sophisticated tooling layers on top of stable foundations and enforcing architectural invariants using advanced type systems like BAML.

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The Boring Version of Continual Learning Oct 23, 2026 · 20:58 Continual learning is becoming boring, in a good way: it is the software development life cycle, applied to models. Model development requires systematic practices like versioning, APIs, and robust evaluation (Evals).

LangChain

The Boring Version of Continual Learning

Continual learning is becoming boring, in a good way: it is the software development life cycle, applied to models. Model development requires systematic practices like versioning, APIs, and robust evaluation (Evals).

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fighting slop with slop — Vaibhav Gupta, Boundary

To defeat slop, we must become the slop. The solution involves building sophisticated tooling layers on top of stable foundations and enforcing architectural invariants using advanced type systems like BAML.

Read article