nascheme/quixote
A certain vintage if Python web nerd might be delighted to learn that the most recent commit to the Quixote web framework was six hours ago. The oldest commit in …
A certain vintage if Python web nerd might be delighted to learn that the most recent commit to the Quixote web framework was six hours ago. The oldest commit in …
Seamlessly chain Python and SQL in Jupyter notebooks using BigQuery DataFrames and the %%bqsql cell magic. Learn how in this step-by-step guide.
Learn Python programming from scratch with beginner-friendly lessons and hands-on projects! This course is perfect for absolute beginners or anyone with zero coding experience. You will gain the confidence to start your career in tech. ✏️ Course from @SunnyDimalu 🔗 All Links Youtube : https:...
CEO David DeSanto says most enterprises are stuck choosing between total lockdown on one AI model, or a total free-for-all. But neither is a real strategy.
In this article, you will learn how scikit-ollama bridges the scikit-learn interface with locally running Ollama models to perform zero-shot text classification; no cloud API required.
Every Python Software Foundation (PSF) voting-eligible Member (Supporting, Contributing, and Fellow) needs to affirm their membership to vot...
Even once you’re using compiled code, there are still opportunities for faster performance by avoiding fighting the CPU.
I often find myself wanting to run a quick Python tool inside of GitHub Actions using `uvx name-of-tool` - but I don't want that to result in a network request …
A commuter waiting for the train leans with one foot against the wall, and their shoe leaves a mark.
Posted by Aayush Gauba / DjangoCon US Organizers on July 13, 2026
Coding AI agents are becoming practical operators for long-running machine learning (ML) workflows. They can inspect repositories, set up runtimes, resolve build issues, launch experiments…
* For data-intensive and AI-powered Python apps, the hosting decision and the data architecture decision are the same decision — where your app runs determines what it can reach, at what latency and under whose governance controls. * Python hosting environments range from shared servers to fully...
This is a submission for Weekend Challenge: Passion Edition What I Built Python Persona...
Rhumb: constant-bearing journeys through your app I wanted a boring answer to a useful...
Disclosure: I work on Paper List, a project on the OpenNomos ecosystem. Every Sunday, I'd sit down...
Spent the week balancing deep p2p networking work in Python with some much-needed UI polish on my...
qchem-leak-screen v0.1.0: sanity-check físico de propiedades cuánticas predichas por IA en...
Python Testing: Write Tests That Actually Catch Bugs Writing Tests That Actually Catch...
This is a submission for Weekend Challenge: Passion Edition What I Built Construí...
EnzyOrchestra v0.1.0: validación cross-generador para diseño de enzimas de novo Un arnés...
Large language models know a lot, but they do not automatically know the contents of our private...
Building RAG pipelines, the step that kept letting me down was the very first one: turning a PDF into...
A beginner-friendly Python exercise checks whether an answer's citations exist and actually support its claims before the answer is shown.
I'm a lawyer. I write contracts, not Python — except I also write Python, because the legal mindset...
Video Clipper, an open-source desktop application built with Python, PySide6, and FFmpeg to simplify...
Every logistics and field-sales team runs the same expensive process: a driver photographs a receipt...
Checkpoint-skip gate: a multi-agent pipeline can finish with task_success: true while the mandatory...
Class vs Instance Variables: The Mutation Trap That Catches Experienced Developers Shared...
Step-by-step tutorial: build a real AI agent using Claude API and MCP in 30 minutes. Includes code, architecture, error handling, and deployment. No fluff.
Last year Ahrefs raised prices on small teams by 81% (SpendHound tracked it). Semrush Pro sits at...
周日慢读:如果细胞会写日记——FROST家族的记忆传承 作者:FROST Team 日期:2026-07-12 主题:轻量科普 | 周日轮换 阅读时间:5分钟 ...
Why LLM cost optimization should start with auditable call groups and task-specific evaluation.
AI Agents & Workflows: Local Deployment, Label Orchestration, Cloud Enablement ...
If you have ever wired a sensor to a Raspberry Pi or run your first Python script on one, you have...
Like many devs who double as market hobbyists, my weekends usually look like a chaotic mess of...
Hi everyone! I recently built File Organizer, a lightweight Windows application designed to make...
Large language model (LLM) training workloads increasingly run into GPU memory limits before compute is fully used. Model weights, gradients, optimizer states, communication buffers…
Apache Airflow is a platform to programmatically author, schedule, and monitor workflows. A workflow is a sequence of tasks that processes a set of data. You can think of workflow as the path that describes how tasks go from being undone to done. Scheduling, on the other hand, is the process of p...
Explore the history behind Dijkstra’s algorithm and why it became one of the most important ideas in computer science. You’ll see how the algorithm works step by step, using weighted graphs to find the shortest path efficiently. This video was developed by @codingwithestefania ❤️ Support for t...
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Starting Tuesday 28 July, 2026, the PSF Diversity & Inclusion (D&I) Workgroup is opening its virtual doors once a month on Discord. Come cha...
Posted by Jeff Triplett on July 8, 2026
This morning I released sqlite-utils 4.0, the 124th release of that project and the first major version bump since 3.0 in November 2020. In addition to some small but significant …
Azure SDK releases every month. This post includes the June 2026's highlights and release notes.
I wrote about the sqlite-utils 4.0rc1 release a couple of weeks ago. Since we only have Claude Fable on our Max subscriptions for a few more days, I decided to …
PyTorch tests are often generated dynamically across devices and dtypes, which is why test names in CI may look different from the class and method names in the source file. This post explains how device-generic tests, OpInfos, instantiate_device_type_tests(), and CI sharding fit together, and ho...
Leveraging the DSPy framework, this project evaluates and refines the core production system prompts used by Datasette Agent’s read-only SQL question answerer. The methodology involves a harness where DSPy agents …
Phew, PyCon US 2026 is a wrap! Now it's time to share about everything security that happened in case you weren't able to attend (or you jus...
PSF Board elections are a chance for the community to choose representatives to help the PSF create a vision for and build the future of the...
With the recent approval of PEP 772 – Packaging Council governance process , a new Python Packaging Council (PPC) is being established with ...
Miles is RadixArk’s open source framework for large-scale LLM RL post-training. It composes SGLang for rollout, NVIDIA Megatron-LM for training, Ray orchestration, and PyTorch-native extensibility behind a small, pluggable trainer, with unified low-precision recipes, MoE-aware rollout/training al...
"We added post-quantum cryptography support to `pyca/cryptography`, the eleventh most-downloaded Python package on PyPI, putting quantum-resistant ML-KEM and ML-DSA algorithms one `pip install` away for the entire Python ecosystem."
Posted by Tim Schilling on June 30, 2026
Python Software Foundation (PSF) Board elections are a chance for the community to choose representatives to help the PSF create a vision fo...
Posted by Sarah Abderemane on June 29, 2026
Tiniest TIL, using AppleScript to count the number of open browser tabs in Safari: osascript -e 'tell application "Safari" to count tabs of every window'
This is an interesting new open weights (MIT licensed) model, the first model release from DeepReinforce. [...] with variants including 9B Dense, 31B Dense, 35B MoE, and 397B MoE. Built …
Human Agent in the loop I dislike the phrase “human in the loop” because it cedes authority to the machines. Let’s flip the narrative. It’s our loop, we work the …
I learned about this initiative from DJ Patil this morning: It’s a 4-week, high-velocity production sprint for undergraduate students, graduate students, and recent graduates who want to build something real …
This is a bad state of affairs. Consider, in particular, some industry dynamics: Frontier models are trained at an enormous cost, and a significant fraction of that cost is recouped …
This is like saying there's no learning curve to being a manager because your employees will just do whatever you tell them to do.
Fernando Irarrázaval ran a challenge on hackmyclaw.com to see if anyone could leak secrets held by his OpenClaw test instance by sending it email. Surprisingly, after 6,000 attempts (and $500 …
Spectacular hypothetical incident report by Andrew Nesbitt. Day 2, 16:00 UTC --- Two AI review agents from competing vendors, both attached to a downstream pull request bumping foxhole-lz4, enter a …
We're beginning a limited preview of the GPT‑5.6 series: Sol, our flagship model; Terra, a balanced model for everyday work; and Luna, a fast and affordable model. Terra has competitive …
Bruce Schneier and Nathan Sanders on the recent German ruling that Google be held liable for errors introduced in their AI overviews: AI agents are agents of the person or …
Posted by Natalia Bidart and Jacob Walls on June 25, 2026
This post is a cross-post from the Python Insider Blog . Summary On February 23rd 2026, Splitline Ng from the DEVCORE Research Team reporte...
By Blog Staff | Jun 21, 2026 11:53 PM | Tags: None
Every year, CppCon promises you a strong keynote lineup, and every year we deliver. But this year we get to do something rarer: announce a once-in-a-lifetime keynote panel of interest not just to C++ developers, but to our whole industry.
For decades, computational biology has operated under a reductionist compromise. To fit complex biological systems into the limited memory of a single GPU, researchers have had to deconstruct them…
NVIDIA CUDA Tile (cuTile) is a tile-based programming model that enables developers to write GPU kernels in terms of tile-level operations—loads, stores, and matrix multiply-accumulate—rather than…
Bash is one of the most flexible and powerful interfaces exposed to AI agents. In the right system, a model that emits , , , or a shell pipeline is producing an executable action that can read files…
NVIDIA CUDA 13.3 brings new capabilities and performance optimizations to developers across the CUDA ecosystem. The launch of NVIDIA CUDA Tile programming in C++, enables high-level…
In May, we shared the high-level goals of the Python Software Foundation's (PSF) strategic plan and asked for your commentary. Today we are...
Curious about leveling up your Python skills, or just getting your feet wet? Pick up a whole set of solid Python books at a great price and ...
Learn how AWS Transform custom can help migrate Excel VBA applications to modern Python code while overcoming context window limitations, preserving functional equivalence, and enabling cloud-native deployment—turning weeks of manual rewriting into hours of AI-guided transformation. Introduction...
In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater flexibility and performance.
[May 13, 2026] – The Python Software Foundation (PSF) is excited to announce that Hudson River Trading (HRT), a global leader in quantitativ...
Posted by Django Software Foundation and JetBrains on May 12, 2026
The PSF Community Service Awards (CSAs) are a formal way for the PSF Board of Directors to offer recognition of work which, in its opinion, ...
Posted by Sarah Abderemane on May 11, 2026
The Python Software Foundation (PSF) is excited to share that the PSF Board has been developing a strategic plan to guide the foundation's d...
The PSF is pleased to announce its first batch of PSF Fellows for 2026 . Let us welcome the new PSF Fellows for Q1 ! The following people c...
"Trailmark turns source code into a security-analysis graph, powering eight Claude Code skills for blast radius, taint propagation, and mutation test triage."
Azure Developer CLI (azd) hooks now support Python, JavaScript, TypeScript, and .NET scripts alongside Bash and PowerShell, with automatic dependency installation and virtual environment management.
The PSF is pleased to announce its fourth batch of PSF Fellows for 2025 ! Let us welcome the new PSF Fellows for Q4 ! The following people ...
Vercel Workflows is now GA. Write durable, long-running functions in TypeScript or Python. No orchestrator, no Kubernetes, no separate infrastructure. 100M+ runs in beta across 1,500+ customers.
The PyCon US 2026 team has already covered some of the fun, unexpected, and meaningful reasons you’ll want to stay in the PyCon US hotel bl...
After nearly five wonderful years at the Python Software Foundation as the inaugural CPython Developer in Residence, it's time for me to mov...
Deploy Django on Vercel with zero config. Build Python full-stack apps and APIs instantly with auto-scaling Fluid compute and usage-based pricing.
Build durable, long-running AI workflows and background jobs with an SDK. Now in beta for TypeScript and Python.
Following the introduction of the PSF Community Partner Program , the Python Software Foundation (PSF) is pleased to announce that we have r...
PEP 827 introduces type manipulation to Python, bringing programmable, TypeScript-inspired type features to improve static typing, metaprogramming, and framework ergonomics.
The bundle size limit for Python Vercel Functions has increased from 250MB to 500MB, allowing larger dependencies and assets in a single deployment. Learn more in the docs or deploy FastAPI or Flask to get started.
We’re introducing Strands Labs, a new Strands GitHub organization designed to give developers the ability to get hands-on with experimental, state-of-the-art approaches to agentic AI development. The Strands Agents SDK – available for both Python and TypeScript – has gained incredible traction in...
Thanks to the work of the Security Developer-in-Residence Seth Larson, the Python Security Response Team (PSRT) now has an approved public...
And this new onboarding process is already working! The PSF Infrastructure Engineer, Jacob Coffee, has just joined the PSRT as the first new non-"Release Manager" member since Seth joined the PSRT in 2023. We expect new members to join further bolstering the sustainability of security work fo...
When programming, we need to allocate memory, and then deallocate it. If you program in C, you get used to malloc/free functions. Sadly, this leaves you vulnerable to memory leaks: unrecovered memory. Most popular programming languages today use automated memory management: Java, JavaScript, Pyth...
Our ol' friend, Brett Cannon, is back to talk all things Python. But first! Star Wars, Machete Order, Lost, Babylon 5, Game of Thrones, Murderbot, Ted Lasso, Project Hail Mary, David Attenborough, perpetual voice rights, and the AI uncanny valley.
We are living in a moment where diversity and inclusion work is being actively undermined. From policy changes to corporate rollbacks, the ...
The Python Software Foundation (PSF) is excited to announce the introduction of the PSF Community Partner Program . This new program is desi...
Python 3.14.3 is the third maintenance release of 3.14, containing around 299 bugfixes, build improvements and documentation changes since 3.14.2.
Python versions 3.13 and 3.14 are now available for use in Vercel Builds and Vercel Functions. Python 3.14 is the new default version for new projects and deployments.
This year marks the ninth iteration of the official Python Developers Survey. We intentionally launched the survey in January (later than ye...
One of the first steps we take when we want to optimize software is to look at profiling data. Software profilers are tools that try to identify where your software spends its time. Though the exact approach can vary, a typical profiler samples your software (steps it at regular intervals) and co...
Functions are now cached more effectively during deployment, saving 400ms-5s per build. Python, Go, Ruby, Rust, and standalone functions benefit most.
This week will be my last as the Director of Infrastructure at the Python Software Foundation and my last week as a staff member. Supporting...
Edit: This 3.15.0a4 was accidentally built against `main` from 2025-12-23 instead of 2026-01-13, so 3.15.0a5 is an extra release correctly built against 2026-01-14.
Note: 3.15.0a4 was accidentally built against main from 2025-12-23 instead of 2026-01-13, so this 3.15.0a5 is an extra release correctly built against 2026-01-14.
We are thrilled to announce that Anthropic has entered into a two-year partnership with the Python Software Foundation (PSF) to contribute a...
Vercel now supports lifespan events on FastAPI apps, allowing you to define startup and shutdown logic such as setting up and shutting down database connections or flushing external logs.
Vercel welcomes the Gel Data team and deepens support for the Python ecosystem through PSF sponsorships, community funding, and improved Python developer tools.
We are thrilled to announce that the Sovereign Tech Agency has committed to a €86,000 investment in work to be performed by the Python Sof...
The PSF’s Code of Conduct Working Group is a group of volunteers whose purpose is to foster a diverse and inclusive Python community by enf...
So far this year’s PSF fundraising campaign has been a truly inspiring demonstration of the Python community's generosity, strength, and so...
In addition to defining a Build Command in the project Settings dashboard, you can also define a build script in [tool.vercel.scripts] inside your pyproject.toml to run after dependencies are installed and before your application is deployed.
The Python Software Foundation (PSF) is the charitable organization behind Python, dedicated to advancing, supporting, and protecting the P...
Vercel now has a native Python library hosted on PyPI to simplify tasks such as executing code on Vercel Sandboxes, transferring objects to Vercel Blob, working with the Runtime Cache and retrieving project tokens.
We couldn’t just let Hugo have fun with 3.14.0, so here are new security releases of the venerated Python versions, 3.12 through 3.9!
Flask, one of the most popular Python web application frameworks, can now be deployed instantly at Vercel with no configuration changes needed.
Vercel now uses uv, a fast Python package manager written in Rust, as the default package manager during the installation step for all Python builds.
FastAPI, a modern, high-performance, web framework for building APIs with Python based on standard Python type hints, is now supported with zero-configuration.
OpenAI-compatible API endpoints now supported in AI Gateway giving you access to 100s of models with no code rewrites required
When I was younger we would call this a brown paper bag release, but actually, we shouldn’t hide from our mistakes. We’re only human. So, please enjoy:
It was only meant to be release day for 3.13.4 today, but poor number 13 looked so lonely… And hey, we had a couple of tarfile CVEs that we had to fix. So most of the Release Managers and all the Developers-in-Residence (including Security Developer-in-Residence Seth Michael Larson) came toget...
Building a PostgreSQL feature timeline, with the help of AI agents
Step-by-step guide to deploying Mistral Large to Azure
Learn how to build a Django application that uses Neon’s serverless Postgres.
Learn how to use Python SQLAlchemy with MySQL by working through an example of creating tables, inserting data, and querying data with both raw SQL and SQLAlchemy ORM.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Learn how to seamlessly migrate a Django app from Heroku to Render, optimize for production, and ensure your online store stays fast and reliable for customers.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.
Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.
Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.
Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.
Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
How to use Conda for managing build, test, and debug environments and dependencies for local development and continuous integration in the context of embedded software projects