Human-curated Python news, projects, articles & tools.
@pythonhub.devai-agents-zero-to-hero
Learn AI agents from first principles to production. Zero mandatory dependencies, pure standard Python 3.11+, and no magic frameworks.
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@pythonhub.dev@pythonhub.devPolars 2.0
Polars 2.0 introduces initial out-of-core spill-to-disk support, major performance improvements, first-class SQL, a new Map dtype, and stricter dtype handling. With the SQL and performance work, Polars reports leading DataFusion and DuckDB on TPC…
@pythonhub.devBuild Your Own Agentic Harness in Python - Full Tutorial
This tutorial demonstrates how to build a custom AI agentic harness in pure Python by progressively integrating LLM communication, tool calling, and Model Context Protocol (MCP) support. It covers…
@pythonhub.devMaking a mathematical model for better Indic keyboards
The article develops a mathematical model for more efficient Indic touchscreen keyboards, starting with Tamil and mapping script structure…
@pythonhub.dev@pythonhub.devDjango: serve apple-app-site-association and assetlinks.json
Django can serve the apple-app-site-association and assetlinks.json files needed for Apple Universal Links and Android App Links, letting installed apps securely claim website URLs and …
@pythonhub.devHow to Take a Website Screenshot with Python
Vendor-authored Site-Shot tutorial: Python SDK, CSV batch captures, and a local HTML index. Requires a paid Site-Shot API plan.
https://www.site-shot.com/blog/take-website-screenshot-with-python/
@pythonhub.devopenTPU
An open-source AI accelerator, developed by AI: RTL, ISA, simulator, compiler and profiler in one repo. Runs Qwen3, LFM2.5 and Qwen3.5 on a Kintex-7 PCIe card.
@pythonhub.devJev for Python engineers
Vercel’s Python AI SDK adds support for Jev, a fast universal classifier that answers structured choice, scoring, and probability questions without task-specific training. The post tests Jev on classifying Python vs. Englis…
@pythonhub.dev@pythonhub.dev8 Python 3.15 Features You Need to Know
Python 3.15 introduces practical enhancements such as lazy imports, a built-in immutable dictionary, and streamlined unpacking in comprehensions. These updates, alongside a new sampling profiler and default UTF-8 …
@pythonhub.devHow we built an async-aware Python profiler
Learn how Datadog made Python profiling async-aware while reducing profiler overhead and preserving context across asyncio tasks.
https://www.datadoghq.com/blog/engineering/async-python-profiler/
@pythonhub.devCan Jev save my inbox from the Democrats?
The author outlines an end-to-end ML project evaluating whether TypeSafe’s Jev, accessed through OpenRouter, and smaller local models can effectively filter political fundraisi…
https://huggingface.co/blog/stephen-solka/use-jev-to-delete-fundraising-emails
@pythonhub.devPyronaut
Pyronaut is a high-performance polyglot application platform that brings Micronaut features like HTTP routing, dependency injection, configuration, validation, and Java library access to Python via GraalPy.
@pythonhub.devrGPU
Keep Python on your laptop. Run PyTorch operations and hold tensors on a remote GPU, including from a Mac with no CUDA installation.
@pythonhub.devapsw: Another Python SQLite Wrapper
@pythonhub.devBuild & Train a GLM-5.3-Flash Model From Scratch with Python
This tutorial demonstrates how to build and train a compact 25-million parameter multimodal language model from scratch using modern techniques like mixture-of-experts and sparse attention. It…
@pythonhub.devThe things you own end up owning you
NumPy is being ported toward Python’s Limited API so it could eventually ship abi3 wheels that work across multiple Python versions, reducing the large per-version wheel matrix and easing support for new Python…
@pythonhub.devOrchestrating Disposable Browser
Glazer replaced race-prone parallel startup with readiness signals between Python and Docker containers, allowing components to start concurrently without assuming that running means ready. That desi…
https://blog.glazer.ee/posts/building-glazer-disposable-browser/
@pythonhub.devldraw-nova
Agent tooling for generative LEGO models building, built with Astra and Opus 5.5, powered by Jev