Rio 0.7.1, released on PyPI, replaces file-based context editing in the Rio coding agent with a mutable, executable Jupyter notebook (.ipynb) context, where the LLM changes one cell per turn and appli…
Jupyter released @jupyter/eslint-plugin, a 23-rule ESLint plugin that catches JupyterLab-specific mistakes AI coding agents make, such as undisconnected Lumino signals, untranslated user-facing string…
Anil Madhavapeddy's NPTEL course "Functional Programming with OCaml" has enrolled 1,227 students in its first run, using a browser-based textbook that lets students edit and execute OCaml examples wit…
Fortran community member loiseaujc described using AI to reimplement a PNG and GIF encoder and decoder in Fortran from scratch, saying the work would not have been feasible by hand given time constrai…
A developer's practical guide outlines the full end-to-end machine learning workflow, arguing that beginners should treat ML as a lifecycle rather than a simple dataset-to-model-to-prediction pipeline…
Vincent Vandeghinste presented a paper at the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026) describing a teaching method that replicates the historical deve…
A developer argues that Mojo, which reached 1.0 in August 2026 and whose compiler and toolchain Modular open sourced under Apache 2.0 shortly after, is unlikely to replace Python for AI development bu…
Developer Omid Kashan argues that AI chat interfaces are poor research workspaces and advocates for a Markdown-in-Git knowledge base with an inbox for capturing raw thoughts. He outlines a folder stru…
OpenAI software engineer Max Leiter uses Codex, an AI tool, to automate repetitive tasks such as running model evaluations, by building Runme, an open-source web application that creates notebooks for…
A new tutorial demonstrates how to integrate agentic AI with classical machine learning pipelines to build a hybrid customer retention workflow, using a random forest classifier for churn prediction a…
A developer has converted a Python PDF reader prototype into a desktop application using PySide6, adding features such as page rendering, search, bookmarks, notes, and annotations. The application sep…
A developer built a customer churn prediction API using the Telco Customer Churn dataset, training three classifiers and serving the best model via FastAPI. The project packages the entire preprocessi…
A University of Washington study of 1.16 million Jupyter notebooks from 264,000 GitHub repositories found that only 24% of 863,878 executed without errors and only 4% produced identical results on a s…
A developer building an ad click prediction project discovered that software engineering challenges, such as project architecture, testing, and environment issues, proved more valuable than the machin…
Serverless containers enable ML model deployment from a Jupyter notebook to a live API endpoint in under 10 minutes, bypassing traditional infrastructure management. The approach uses a FastAPI wrappe…
Yelp has launched Training Orchestrator, a new internal framework that replaces individual team Spark training scripts with a configuration-driven, DAG-based execution model to unify machine learning …
Google released the Google Cloud Workbench Notebooks extension for VS Code, enabling developers to connect their local IDE to managed Jupyter notebook environments on Google Cloud. The extension elimi…
A developer built TradingSpy, a privacy-first, local-first AI trading research assistant and backtester encapsulated in a Docker environment, integrating stock data APIs with custom Python scripts and…
Anthropic launched Claude Science, an AI-powered research platform integrating over 60 scientific tools for drug discovery, focusing on neglected and rare diseases that big pharma ignores. The company…
Google Cloud launched the Workbench Notebooks extension for VS Code, enabling data scientists to manage cloud-based Jupyter environments directly from their local IDE. The open-source tool aims to str…