A PhD student in ML and ecology on why faster code, experiments, and drafts don't fix data with a backstory, and three predictions for how labs will change. The post What AI Agents Speed Up in PhD Research, and What…
Gemma 4 E2B drafts the replies, Bespoke Labs' Nimble 9B picks accept, revise, or human review, and only flagged questions get a focused retry. The post How to Check Local LLM Output with Ollama, Gemma 4, and Nimble…
What's it take to be a mentor to developers? Where in an engineer's career can a mentor make an impact? This week we speak with Tim Schilling, Django Steering Council member and Djangonaut Space administrator, about…
The question is that the decorator may break the wrapper object’s behavior if it’s behavior depends on whether the “__set_name__” is called. The fake code is like: def find_set_name_and_call(obj, owner, name,…
In releases, not restarts I showed the Muru daemon deploying a new release beside the one serving, and only moving traffic across once the new release was ready. That protects you from a release which can't start. It…