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Open Source

Project HydraFusion: Frontier quality via multi-model orchestration

In controlled offline evaluations, HydraFusion’s selective coding workflows matched or exceeded the evaluated Opus 5 baseline while reducing estimated workflow cost. Now available as a research preview in GitHub Copilot. The post Project HydraFusion: Frontier quality via multi-model orchestration ap

GitHub Blog
DevOps

Ergo Framework 3.3: taking observability and reliability to the next level

For those who are not familiar with the framework yet: it implements the actor model, a design pattern from the Erlang/Elixir world. It is not a BEAM virtual machine, but rather an analogue of the OTP library for building distributed systems. This release is very large, so I’ll focus on the key chan

Reddit r/golang
Backend

[$] Deterministic testing for multithreaded Python

Python's support for multithreaded programs has improved considerably over the last few years with the advent of the "free-threaded" version of the language. But testing multithreaded programs is notoriously difficult, because the underlying host system determines the thread-execution ordering, whi

LWN.net