Python Hub
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Python: News, Projects, Articles, Discussions.
https://pythonhub.dev
Pymetrica, a codebase analysis tool Pymetrica is a static analysis tool that parses Python source code using the AST and evaluates metrics used to assess complexity, maintainability, and architectural stability.
https://github.com/JuanJFarina/pymetrica
about 11 hours ago
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Your API Can’t Handle Real-World Integrations The video is about keeping an API clean as integrations multiply, using a flexible custom_data field so new partner-specific IDs and references don’t force schema churn. Its main idea is to preserve a struct…
https://www.youtube.com/watch?v=rZpwFN_n2-g
about 17 hours ago
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auto-round A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers.
https://github.com/intel/auto-round
about 23 hours ago
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anthropics / financial-services
https://github.com/anthropics/financial-services
1 day ago
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Boosting multimodal inference performance by >10% with a single Python dictionary Multimodal models are promising, but inference engines haven't been optimized for them yet. We prof…
https://modal.com/blog/boosting-multimodal-inference-performance-by-greater-than-10-with-a-single-python-dictionary
1 day ago
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Fast Mesh Booleans in Python Learn how to perform fast mesh boolean operations in Python. Union, intersection, and difference at interactive speed on million-polygon meshes. One pip install, NumPy arrays in and out.
https://polydera.com/tutorials/fast-mesh-booleans-in-python
1 day ago
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bluerock Runtime visibility for Python MCP servers. Captures tool calls, session lifecycle, module imports (SHA-256), and subprocess execution as structured NDJSON. No code changes. Apache 2.0
https://github.com/bluerock-io/bluerock
2 days ago
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Using Bag-of-Words With PyCharm Let's unpack how the bag-of-words model works, explore the techniques it uses to convert text into numerical representations, and look at where it fits relative to more modern NLP approache…
https://blog.jetbrains.com/pycharm/2026/04/using-bag-of-words-with-pycharm/
2 days ago
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z-lab / dflash DFlash: Block Diffusion for Flash Speculative Decoding
https://github.com/z-lab/dflash
2 days ago
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foundry Ship full-stack agentic systems the way they're meant to be built - production-ready, secure by default, with the developer experience modern Python deserves.
https://github.com/promptise-com/foundry
3 days ago
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token-optimizer Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.
https://github.com/alexgreensh/token-optimizer
3 days ago
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Behavior-Oriented Concurrency for Python
https://microsoft.github.io/bocpy/
3 days ago
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What’s the simplest way to distribute a Python app to normal users?
https://www.reddit.com/r/learnpython/comments/1t7y5m7/whats_the_simplest_way_to_distribute_a_python_app/
3 days ago
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lightning PyPI Compromise: A Bun-Based Credential Stealer in Python The post describes a PyPI supply-chain compromise in lightning 2.6.2/2.6.3, where importing the package silently downloads Bun and runs an obfuscated Ja…
https://snyk.io/blog/lightning-pypi-compromise-bun-based-credential-stealer/
3 days ago
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Full-Text Search with DuckDB The post shows how DuckDB’s full-text search extension can index a large email corpus and run BM25-ranked keyword search directly in SQL, without needing a separate search engine. It also walks th…
https://peterdohertys.website/blog-posts/full-text-search-w-duckdb.html
4 days ago
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How we rebuilt search ranking at Faire with deep learning From XGBoost to deep learning: a two-year rebuild of Faire’s ranking stack.
https://craft.faire.com/how-we-rebuilt-search-ranking-at-faire-with-deep-learning-14f080679c83
4 days ago
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Full Python GUI apps in the browser – no JavaScript, no server
https://github.com/pthom/imgui_bundle
4 days ago
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Rapid-MLX Run AI on your Mac. Faster than anything else.
https://github.com/raullenchai/Rapid-MLX
4 days ago
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Datanomy Datanomy is a terminal-based tool for inspecting and understanding data files. It provides an interactive view of your data's structure, metadata, and internal organization.
https://github.com/raulcd/datanomy
4 days ago
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Do you actually read the source code of libraries you install?
https://www.reddit.com/r/Python/comments/1t7yfuw/do_you_actually_read_the_source_code_of_libraries/
4 days ago
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Python Hub Weekly Digest for 2026-05-10
https://pythonhub.dev/digest/2026-05-10/
6 days ago
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Databases Were Not Designed For This The post defines defensive databases as systems designed to protect data from buggy, noisy, or autonomous applications through safeguards such as idempotency, auditability, soft deletes, controlled writes, and …
https://arpitbhayani.me/blogs/defensive-databases
8 days ago
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Choosing a Python Logging Library in 2026 Compare Pythons standard logging module structlog and Loguru with real benchmarks OpenTelemetry integration paths and frameworkspecific guidance for Django FastAPI and Flask.
https://www.dash0.com/guides/python-logging-libraries
8 days ago
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Easily Stream LLM Responses with Django-Bolt and PydanticAI A guide showing how easy it is to start using django-bolt and PydanticAI agents together.
https://www.caktusgroup.com/blog/2026/04/27/django-bolt-easy-pydanticai-streaming/
8 days ago
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Single file Python CLIs when do you split, when do you keep it monolithic?
https://www.reddit.com/r/Python/comments/1t0crw2/single_file_python_clis_when_do_you_split_when_do/
8 days ago
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honker SQLite extension + bindings for Postgres NOTIFY/LISTEN semantics with durable queues, streams, pub/sub, and scheduler
https://github.com/russellromney/honker
9 days ago
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ml-intern An open-source ML engineer that reads papers, trains models, and ships ML models.
https://github.com/huggingface/ml-intern
9 days ago
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What's new in pip 26.1 pip 26.1 adds support for dependency cooldowns, experimental support for reading/installing from standard lockfiles (pylock.toml), fixes several long-standing limitations of the 2020 resolver, and drops support …
https://ichard26.github.io/blog/2026/04/whats-new-in-pip-26.1/
9 days ago
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google-deepmind / gemma Gemma open-weight LLM library, from Google DeepMind
https://github.com/google-deepmind/gemma
9 days ago
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Don’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=wYeDGkdMi3g
10 days ago
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A 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-sW6QI
10 days ago
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microsoft / 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-toolkit
10 days ago
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Learn 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.html
10 days ago
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pyptx A Python DSL to write Nvidia PTX for Hopper and Blackwell in JAX and PyTorch.
https://github.com/patrick-toulme/pyptx
10 days ago
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warproxxx / poly_data Polymarket Data Retriever that fetches, processes, and structures Polymarket data including markets, order events and trades.
https://github.com/warproxxx/poly_data
11 days ago
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HTTP 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/
11 days ago
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Building 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/
11 days ago
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Streamlit Widgets An Overview of Commonly Used Widgets in Streamlit.
https://www.pythonguis.com/tutorials/streamlit-widgets/
11 days ago
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How 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-agent
11 days ago
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tilelang Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels.
https://github.com/tile-ai/tilelang
11 days ago
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Broccoli 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/broccoli
12 days ago
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Python Hub Weekly Digest for 2026-05-03
https://pythonhub.dev/digest/2026-05-03/
12 days ago
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Building 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/
12 days ago
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Your 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/
13 days ago
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Exploring 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-ae012dfd4723
13 days ago
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ai-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-scratch
13 days ago
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Alishahryar1 / free-claude-code Use claude-code for free in the terminal, VSCode extension or via discord like openclaw
https://github.com/Alishahryar1/free-claude-code
13 days ago
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What’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/
14 days ago
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PyWry: Cross-Platform Rendering Engine in Python
https://deeleeramone.github.io/PyWry/
14 days ago
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Dinobase 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/dinobase
14 days ago
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