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

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

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

anthropics / financial-services https://github.com/anthropics/financial-services

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

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

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

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/

z-lab / dflash DFlash: Block Diffusion for Flash Speculative Decoding https://github.com/z-lab/dflash

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

token-optimizer Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay. https://github.com/alexgreensh/token-optimizer

Behavior-Oriented Concurrency for Python https://microsoft.github.io/bocpy/

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/

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/

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

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

Full Python GUI apps in the browser – no JavaScript, no server https://github.com/pthom/imgui_bundle

Rapid-MLX Run AI on your Mac. Faster than anything else. https://github.com/raullenchai/Rapid-MLX

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

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/

Python Hub Weekly Digest for 2026-05-10 https://pythonhub.dev/digest/2026-05-10/

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

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

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/

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/

honker SQLite extension + bindings for Postgres NOTIFY/LISTEN semantics with durable queues, streams, pub/sub, and scheduler https://github.com/russellromney/honker

ml-intern An open-source ML engineer that reads papers, trains models, and ships ML models. https://github.com/huggingface/ml-intern

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/

google-deepmind / gemma Gemma open-weight LLM library, from Google DeepMind https://github.com/google-deepmind/gemma

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

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

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

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

pyptx A Python DSL to write Nvidia PTX for Hopper and Blackwell in JAX and PyTorch. https://github.com/patrick-toulme/pyptx

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

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/

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/

Streamlit Widgets An Overview of Commonly Used Widgets in Streamlit. https://www.pythonguis.com/tutorials/streamlit-widgets/

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

tilelang Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels. https://github.com/tile-ai/tilelang

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

Python Hub Weekly Digest for 2026-05-03 https://pythonhub.dev/digest/2026-05-03/

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/

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/

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

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

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

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/

PyWry: Cross-Platform Rendering Engine in Python https://deeleeramone.github.io/PyWry/

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