Python: News, Projects, Articles, Discussions. https://pythonhub.devhttps://bsky.app/profile/pythonhub.devhttps://bsky.app/profile/pythonhub.dev/post/3mla246sfmy2bgoogle-deepmind / gemma Gemma open-weight LLM library, from Google DeepMind https://github.com/google-deepmind/gemma07 May 2026 01:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mla246sfmy2bhttps://bsky.app/profile/pythonhub.dev/post/3ml7fymwvwr2iDon’t Use Boolean Flags in Python, Use Policies Instead The Policy Pattern replaces large conditional blocks by breaking rules into small, composable components that can be combined into flexible pipelines. This approach makes code easier to extend, tes… https://www.youtube.com/watch?v=wYeDGkdMi3g06 May 2026 19:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml7fymwvwr2ihttps://bsky.app/profile/pythonhub.dev/post/3ml6rusb6qy2aA Practical Guide to Agentic Coding Agentic coding tools like GitHub Copilot can significantly boost developer productivity when integrated thoughtfully into workflows across IDEs, terminals, and cloud environments. The key is balancing automation with … https://www.youtube.com/watch?v=QrfsX-sW6QI06 May 2026 13:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml6rusb6qy2ahttps://bsky.app/profile/pythonhub.dev/post/3ml65qylx6b2imicrosoft / agent-governance-toolkit AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. https://github.com/microsoft/agent-governance-toolkit06 May 2026 07:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml65qylx6b2ihttps://bsky.app/profile/pythonhub.dev/post/3ml5qdu6z5h2jLearn concurrency - a deep dive into multithreading with Python This article explains concurrency in Python including topics like multithreading, multiprocessing, race conditions, and synchronization mechanisms such as locks. We’ll then tak… https://blog.geekuni.com/2026/04/python-concurrency.html06 May 2026 03:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml5qdu6z5h2jhttps://bsky.app/profile/pythonhub.dev/post/3ml5cwmpdfy2upyptx A Python DSL to write Nvidia PTX for Hopper and Blackwell in JAX and PyTorch. https://github.com/patrick-toulme/pyptx05 May 2026 23:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml5cwmpdfy2uhttps://bsky.app/profile/pythonhub.dev/post/3ml4vjjqysk2wwarproxxx / poly_data Polymarket Data Retriever that fetches, processes, and structures Polymarket data including markets, order events and trades. https://github.com/warproxxx/poly_data05 May 2026 19:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml4vjjqysk2whttps://bsky.app/profile/pythonhub.dev/post/3ml4i4f2ydi23HTTP GET requests with the Python standard library Alex explains how he replaced third-party HTTP clients for his simple scripts with a tiny wrapper around Python’s standard library, keeping only certifi for trust roots. The post walks thro… https://alexwlchan.net/2026/python-http-with-the-stdlib/05 May 2026 15:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml4i4f2ydi23https://bsky.app/profile/pythonhub.dev/post/3ml42p74ccm2zBuilding AI Agents in Python with Pydantic AI In this article, you will learn how to build production-ready AI agents in Python using Pydantic AI, with structured outputs, custom tools, and dependency injection. https://machinelearningmastery.com/building-ai-agents-in-python-with-pydantic-ai/05 May 2026 11:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml42p74ccm2zhttps://bsky.app/profile/pythonhub.dev/post/3ml3nc4rglc2wStreamlit Widgets An Overview of Commonly Used Widgets in Streamlit. https://www.pythonguis.com/tutorials/streamlit-widgets/05 May 2026 07:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml3nc4rglc2whttps://bsky.app/profile/pythonhub.dev/post/3ml37uwu2hs2bHow I built a sub-500ms latency voice agent from scratch The post walks through building a sub-500ms voice agent from scratch, with the main challenge being turn-taking: knowing exactly when the user is speaking versus listening so the agent can stop or respo… https://www.ntik.me/posts/voice-agent05 May 2026 03:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml37uwu2hs2bhttps://bsky.app/profile/pythonhub.dev/post/3ml2shqyxo52otilelang Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels. https://github.com/tile-ai/tilelang04 May 2026 23:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml2shqyxo52ohttps://bsky.app/profile/pythonhub.dev/post/3ml2f2mm4qi24Broccoli AI teammates for your engineering loop. Broccoli turns Linear tickets into shipped PRs - powered by Claude and Codex, running on your own Google Cloud. https://github.com/besimple-oss/broccoli04 May 2026 19:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3ml2f2mm4qi24https://bsky.app/profile/pythonhub.dev/post/3mkyw4i6yi42uPython Hub Weekly Digest for 2026-05-03 https://pythonhub.dev/digest/2026-05-03/04 May 2026 05:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkyw4i6yi42uhttps://bsky.app/profile/pythonhub.dev/post/3mkybyr5ps42jBuilding a Python Library in 2026 So you want to build a Python library in 2026? Here's everything you need to know about the state of the art. https://stephenlf.dev/blog/python-library-in-2026/03 May 2026 23:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkybyr5ps42jhttps://bsky.app/profile/pythonhub.dev/post/3mkxnv75clh2hYour Models Know Their Own Schema. Let Them Show You. Django already knows every model in your project, every field, every relationship — down to the last on_delete. So why are you drawing it by hand? https://jeffield.net/blog/your-models-know-their-own-schema-let-them-show-you/03 May 2026 17:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkxnv75clh2hhttps://bsky.app/profile/pythonhub.dev/post/3mkwzrcu3ag2hExploring Petabytes of the Night Sky — Jupyter Notebooks at NOIRLab’s Astro Data Lab Science Platform The post shows how NOIRLab’s Astro Data Lab uses Jupyter notebooks … https://blog.jupyter.org/exploring-petabytes-of-the-night-sky-jupyter-notebooks-at-noirlabs-astro-data-lab-science-ae012dfd472303 May 2026 11:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkwzrcu3ag2hhttps://bsky.app/profile/pythonhub.dev/post/3mkwfnklstk2jai-engineering-from-scratch From linear algebra to autonomous agent swarms. learn AI with AI, then ship the tools. https://github.com/rohitg00/ai-engineering-from-scratch03 May 2026 05:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkwfnklstk2jhttps://bsky.app/profile/pythonhub.dev/post/3mkvrjtnozs23Alishahryar1 / free-claude-code Use claude-code for free in the terminal, VSCode extension or via discord like openclaw https://github.com/Alishahryar1/free-claude-code02 May 2026 23:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkvrjtnozs23https://bsky.app/profile/pythonhub.dev/post/3mkv5g3ai4x2zWhat’s a low memory way to run a Python http endpoint? https://www.reddit.com/r/Python/comments/1slbp28/whats_a_low_memory_way_to_run_a_python_http/02 May 2026 17:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkv5g3ai4x2zhttps://bsky.app/profile/pythonhub.dev/post/3mkujciemo42bPyWry: Cross-Platform Rendering Engine in Python https://deeleeramone.github.io/PyWry/02 May 2026 11:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkujciemo42bhttps://bsky.app/profile/pythonhub.dev/post/3mktv6qnear2bDinobase Dinobase is an agent-first data platform that syncs 100+ sources like APIs, databases, files, and MCP servers into SQL-ready tables with automatic data annotation. https://github.com/DinobaseHQ/dinobase02 May 2026 05:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mktv6qnear2bhttps://bsky.app/profile/pythonhub.dev/post/3mktb2zeje22aImplementing MikroTik's Binary API Protocol in Python from Scratch A deep dive into implementing MikroTik's proprietary RouterOS binary API protocol in Python — variable-length encoding, sentence-based messaging… https://www.joekarlsson.com/blog/implementing-mikrotik-binary-api-protocol-in-python/01 May 2026 23:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mktb2zeje22ahttps://bsky.app/profile/pythonhub.dev/post/3mksmx7lk3j23Community consensus on when to use dataclasses vs non-OO types? https://www.reddit.com/r/Python/comments/1s7v9ug/community_consensus_on_when_to_use_dataclasses_vs/01 May 2026 17:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mksmx7lk3j23https://bsky.app/profile/pythonhub.dev/post/3mkrytfnwmk23uv or pip for python package management? https://www.reddit.com/r/learnpython/comments/1snqpnx/uv_or_pip_for_python_package_management/01 May 2026 11:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkrytfnwmk23https://bsky.app/profile/pythonhub.dev/post/3mkrlgbiddq2jArray API adoption: Performance wins across the ecosystem Adopting the Array API standard lets major Python libraries run the same code across backends like NumPy, PyTorch, CuPy, and JAX, unlocking dramatic speedups with minimal user changes… https://labs.quansight.org/blog/array-api-meta-blogpost01 May 2026 07:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkrlgbiddq2jhttps://bsky.app/profile/pythonhub.dev/post/3mkr5z5macz2wWhat Most Python Developers Miss About Generators Most Python developers view generators as a memory optimization, but their deeper value is controlling when computation happens and how data flows through a system. They enable lazy pipelines, backpressu… https://www.youtube.com/watch?v=5VN-3rIUPZ801 May 2026 03:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkr5z5macz2whttps://bsky.app/profile/pythonhub.dev/post/3mkqqm3lbx52uReimagine Python Notebooks in the AI Era Traditional notebooks are evolving as AI shifts more value from writing syntax to guiding workflows, reviewing outputs, and iterating through natural-language prompts. The emerging model emphasize… https://mljar.com/blog/reimagine-python-notebook-in-ai-era/30 Apr 2026 23:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkqqm3lbx52uhttps://bsky.app/profile/pythonhub.dev/post/3mkqd6xh5ay2wBest Python framework for industry-level desktop app? (PySide/PyQt/wxPython/Kivy/Web approacg) https://www.reddit.com/r/Python/comments/1s9oh61/best_python_framework_for_industrylevel_desktop/30 Apr 2026 19:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkqd6xh5ay2whttps://bsky.app/profile/pythonhub.dev/post/3mkpvrtplth2ulingbot-map A feed-forward 3D foundation model for reconstructing scenes from streaming data. https://github.com/Robbyant/lingbot-map30 Apr 2026 15:15 +0000at://did:plc:hm6svfyijdeb3yzv6pzsdtxr/app.bsky.feed.post/3mkpvrtplth2u