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James Hu·ML systems & production architecture·© 2026
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Writing about system design, ML systems, and building production-grade software.

Featured Series : Architecture, Systems, and Intelligence

Essays on how ML systems behave under real-world constraints.

commentary

The C++ Renaissance

How AI Collapses and Rewrites the Constraints That Created Modern Languages.

c++
programming-languages
ai
+6
architecture

I Don't Debug Code — I Debug Agreements

Systems fail at boundaries, not implementations. A practice for writing falsifiable contracts and debugging by auditing agreements instead of tracing execution.

debugging
architecture
contracts
+5
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