Implementing 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, and programmatic network infrastructure control. Zero dependencies, 137 lines.

https://www.joekarlsson.com/blog/implementing-mikrotik-binary-api-protocol-in-python/

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

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

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

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 to let astronomers explore and analyze petabytes of sky data directly in the browser, without local setup. It also highlights the value of notebooks for making large-scale astronomy workflows more interactive, reproducible, and accessible to researchers and students.

https://blog.jupyter.org/exploring-petabytes-of-the-night-sky-jupyter-notebooks-at-noirlabs-astro-data-lab-science-ae012dfd4723

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/

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

tilelang

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels.

https://github.com/tile-ai/tilelang

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 respond instantly. It shows how the author simplified the system into a small streaming loop, then optimized latency with better model choice, geography, and a direct audio pipeline to make the...

https://www.ntik.me/posts/voice-agent

Streamlit Widgets

An Overview of Commonly Used Widgets in Streamlit.

https://www.pythonguis.com/tutorials/streamlit-widgets/

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/

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 through building a cleaner GET API on top of urllib.request, showing that for small local use cases the stdlib is enough even if the raw interface is clunky.

https://alexwlchan.net/2026/python-http-with-the-stdlib/

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

pyptx

A Python DSL to write Nvidia PTX for Hopper and Blackwell in JAX and PyTorch.

https://github.com/patrick-toulme/pyptx

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 take a deep dive into switching off GIL to enable real multithreading in Python, highlighting the differences, the benefits and the gotchas with clear code examples.

https://blog.geekuni.com/2026/04/python-concurrency.html

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