Topic - Edition
I remember hearing a while ago that Dwarf Fortress didn't use version control. That fact has been lodged in my head, because given its inherent complexity I have trouble imagining a codebase that would benefit from…
Is this the JEV killer? The post A Practical Guide to OpenAI's New Decisions API appeared first on Towards Data Science.
What can I do with Python? Build software, train AI, automate chores, and drive robots, plus the tools and projects to start with.
See how Python supports functional programming, what the paradigm actually is, and where it fits in the code you write day to day.
Frank Wiles wrote about an attack he nearly fell victim to: a downloaded git repo had active git hooks that would have compromised his system. Seeing the risks, I wanted to make git hooks more visible on my own machine.…
Beyond basic ReAct loops: six production-oriented architectures for building autonomous, reliable, and scalable LLM agents. The post Agentic Systems: A Practitioner's Guide to 6 Advanced Architectural Patterns appeared…
Test your understanding of continuous integration in Python, from automated builds and unit tests to staging environments and deployable artifacts.
Fine-tunes of Qwen3.5 and Gemma 4 for zero-shot classification.
This video serves as a comprehensive crash course on LangSmith, the LangChain ecosystem platform used for tracing, debugging, evaluating, and monitoring AI agents. It covers essential LLMOps workflows including tracing…
Quail is an open-source AI-SQL engine that jointly optimizes query planning and LLM inference to reduce redundant model work and keep GPUs busy when running large numbers of AI-powered database operations. In benchmarks…
EvoOntology is the first self-evolving ontology layer for data agents, aiming to bridge the agent-data gap over heterogeneous tables, files, and databases.
A concise history of text classification, from bag-of-words and neural networks to transformers and modern LLM-based approaches. It also introduces Jev and examines where specialized classifiers can still outperform or…
The video shows how to write custom FastAPI middleware to inspect, modify, or block requests before they reach route handlers using the call_next pattern. It also briefly covers built-in middleware for HTTPS redirects,…
Pyrefly is Meta’s open-source static type checker for Python, designed to catch type-related bugs before code runs instead of waiting for runtime failures. The video explains why Python and type hints alone can miss…
Which of your dependencies block a Django upgrade, and in which order to upgrade them.
The open-source workspace where humans and AI agents work as one team.
Build data pipelines visually, run locally, preview intermediate data, and export standalone Python scripts. Open-source alpha, AGPL-3.0.
Taste-Bench measures the taste of an LLM agent: its ability to choose the better direction at a real decision fork in a long-horizon task.
Fast runtime type enforcement for Python 3.11+ type annotations. Zero dependencies and uncompromising performance.
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