Introducing wrapture
Introducing wrapture New from Graham Dumpleton (of wrapt, mod_wsgi, and New Relic's Python agent fame), who describes Wrapture as taking the monkeypatching ideas from wrapt and extending them to apply to testing and…
Topic - Edition
Introducing wrapture New from Graham Dumpleton (of wrapt, mod_wsgi, and New Relic's Python agent fame), who describes Wrapture as taking the monkeypatching ideas from wrapt and extending them to apply to testing and…
325 #kakapo! The chicks from this year's record breeding season are now juveniles and so have been added to the population. In 1995 there were just 51 kākāpō left. Recovery of critically endangered species is possible…
Who are you? I'm a software engineer at REVSYS. Before that I was an accountant. I was also a university instructor in the US and China. I taught English, Western Culture, Problem-Solving, Accounting and MIS. What would…
What I learned after thinking more carefully about Structured Outputs on messy, incomplete data The post Your LLM Can Return Perfect JSON and Still Be Wrong appeared first on Towards Data Science.
Enterprise Document Intelligence [Vol.1 #B2] - The FAQ inverts every brick of the standard RAG pipeline. Parsing is trivial, retrieval doubles as a cache, and few-shot prompting becomes a retrieval problem too The post…
Learn how Python async programming works. Write async functions with async and await, and run slow I/O operations concurrently with asyncio.
In our previous blog post in this series, we discussed state-of-the-art models for object detection: the architectures, the theory, and what makes YOLO12, YOLO26, and RF-DETR tick. If you want the theoretical background…
Security updates have been issued by Debian (kernel, libarchive, libdbi-perl, libnet-dns-perl, librabbitmq, roundcube, starlette, and xrdp), Fedora (bluez, postgresql16-anonymizer, pyOpenSSL, python-cryptography,…
A framework for building RAG pipelines that introduces complexity in response to observed failure modes, from lexical and hybrid search to reranking and agentic information seeking The post Why RAG Complexity Should Be…
Test your understanding of async features in Python, including async and await, blocking versus non-blocking code, and the event loop.
The five MLOps monitoring assumptions agents break, and which inherited signals now pass failed runs as healthy. The post AgentOps Is Not MLOps: What Breaks in Your Monitoring Stack When Agents Go to Production appeared…
Which Agentic Chatbot? I have been working on a Python based AI test framework for a chatbot interface for my company's product, Postgres AI Hybrid Manager. The manager allows the setup of Postgres clusters across cloud…
For August 2026, we welcome Benjamin Balder Bach as our DSF member of the month! ⭐ Benjamin has long been part of the Django community, serving for years as an organizer of Django Day Copenhagen and as Chair of the…