Backend Development in Python. When to Use Django?
Django is one of the most popular web backend frameworks for Python, and for good reason. The project's website says it all in one sentence: "Django…
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Speculative Decoding and MTP: Why Guessing Is Free
I saw "MTP round-trip" on a checklist for a Megatron conversion pipeline and had no idea what it meant. Two acronyms, one hyphen, apparently importa…
What Actually Gets Tokenized in SFT
tok.apply_chat_template(msgs, add_generation_prompt=True) I have copied that line more times than I can count without thinking about what any of it…
Email Is Not the Universal Agent Protocol: What I Found Testing It
Email Is Not the Universal Agent Protocol: What I Found Testing My Email System An honest postmortem. What Started This This morning my email system…
I Built a Self-Improving Health Platform: Five AI Agents That Learn Every Week
Originally published on longevityai.nl — for full context, comments and related articles, visit the source. I Built a Self-Improving Health Platform…
35 ChatGPT Prompts for Technical Writers: API Docs, User Guides, and Release Notes Done Faster
Technical writers live at the intersection of complexity and clarity. You translate engineering specs, API references, developer guides, and interna…