GoKawiil - Latest Tech News & Aggregated Headlines

15,000 lines of verified cryptography now in Python

Source: news.ycombinator.com | By Jonathan Protzenko

Published on: 2025-04-19 10:28:44

In November 2022, I opened issue 99108 on Python’s GitHub repository, arguing that after a recent CVE in its implementation of SHA3, Python should embrace verified code for all of its hash-related infrastructure. As of last week, this issue is now closed, and every single hash and HMAC algorithm exposed by default in Python is now provided by HACL*, the verified cryptographic library. There was no loss of functionality, and the transition was entirely transparent for Python users. Python now ve

Keywords: algorithms block hmac python streaming

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A New ASN.1 API for Python

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-20 11:11:40

If you’ve ever worked with cryptography, PKI schemes, or low-level networking in Python, you’ve likely encountered ASN.1. ASN.1 undergirds every TLS handshake (via X.509 path validation), provides the serialization layer for core internet protocols like LDAP, SNMP, and 3GPP, and generally operates as the lingua franca of cryptographic primitive and protocol representation. ASN.1’s critical role is complemented by a colorful security history: implementations of ASN.1’s encoding rules have histor

Keywords: asn asn1 cryptography der python

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MCP Run Python

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-20 16:09:30

MCP Run Python Model Context Protocol server to run Python code in a sandbox. The code is executed using Pyodide in Deno and is therefore isolated from the rest of the operating system. See https://ai.pydantic.dev/mcp/run-python/ for complete documentation. The server can be run with deno installed using: deno run \ -N -R=node_modules -W=node_modules --node-modules-dir=auto \ jsr:@pydantic/mcp-run-python [stdio | sse | warmup] where: -N -R=node_modules -W=node_modules (alias of --allow-ne

Keywords: mcp node_modules python run server

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Bauplan – Git-for-data pipelines on object storage

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-24 22:25:00

Bauplan: A Python-first Serverless Lakehouse¶ Bauplan is a Pythonic data platform that provides functions as a service for large-scale data pipelines and git-for-data over S3 data lakes. Bauplan handles tasks that would typically require an entire infrastructure team. Our goal is to allow you and your team to run large-scale ML workflows, AI applications and data transformation pipelines in the cloud without managing any data infrastructure. Why we built it. We are a team of ML and data engine

Keywords: bauplan data pipelines python run

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How Monty Python and the Holy Grail became a comedy legend

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-26 06:58:40

'It was a magical chemical balance': How Monty Python and the Holy Grail became a comedy legend 5 days ago Share Save Nicholas Barber Share Save Emmanuel Lafont/ Getty Images Fifty years after Monty Python and the Holy Grail redefined comedy, stars Michael Palin and Terry Gilliam look back on the freedoms – and limitations – that shaped the film. An independent British comedy made on a shoestring by a television sketch troupe? It sounds like a film destined to be forgotten within weeks of le

Keywords: film gilliam grail palin python

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Monty Python and the Holy Grail became a comedy legend

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-26 16:58:40

'It was a magical chemical balance': How Monty Python and the Holy Grail became a comedy legend 4 days ago Share Save Nicholas Barber Share Save Emmanuel Lafont/ Getty Images Fifty years after Monty Python and the Holy Grail redefined comedy, stars Michael Palin and Terry Gilliam look back on the freedoms – and limitations – that shaped the film. An independent British comedy made on a shoestring by a television sketch troupe? It sounds like a film destined to be forgotten within weeks of le

Keywords: film gilliam grail palin python

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Elliptical Python Programming

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-04 01:53:56

Elliptical Python Programming By Susam Pal on 10 Apr 2025 One thing I love about Python is how it comes with its very own built-in zen. In moments of tribulations, when I am wrestling with crooked code and tangled thoughts, I often find solace in its timeless wisdom. Here's a glimpse of the clarity it provides: $ python3 -m this | grep e- There should be one-- and preferably only one --obvious way to do it. Indeed, there is one and only one obvious way to write the number 1 in Python, like s

Keywords: code like parentheses python write

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Xlwings Lite – Python in Excel Using Pyodide

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-11 12:44:04

xlwings Lite brings the VBA experience into the modern age by offering a privacy-first, secure, and developer-friendly way to automate Excel and write custom functions with Python. Free & easy to install: Available for free in the Office add-in store for both personal and commercial use. No registration or login required, simply install and create amazing things! Cross-platform: Works on Windows, macOS, and Excel for the web. It’s compatible with Microsoft 365 as well as recent perpetual versi

Keywords: custom excel functions lite python

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Nvidia adds native Python support to CUDA

Source: news.ycombinator.com | By Agam Shah

Published on: 2025-05-13 01:54:38

In 2024, Python became the most popular programming language in the world — overtaking JavaScript — according to GitHub’s 2024 open source survey. For years, NVIDIA’s CUDA software toolkit didn’t have native Python support. But that’s now changed. At GTC, NVIDIA announced native support and full integration of Python in its CUDA toolkit. Developers will be able to use Python for direct execution of algorithmic-style computing on GPUs. “We’ve been working hard to bring accelerated Python, firs

Keywords: cuda jones nvidia python said

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SSLyze – SSL configuration scanning library and CLI tool

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-18 11:03:31

SSLyze SSLyze is a fast and powerful SSL/TLS scanning tool and Python library. SSLyze can analyze the SSL/TLS configuration of a server by connecting to it, in order to ensure that it uses strong encryption settings (certificate, cipher suites, elliptic curves, etc.), and that it is not vulnerable to known TLS attacks (Heartbleed, ROBOT, OpenSSL CCS injection, etc.). Key features Focus on speed and reliability: SSLyze is a battle-tested tool that is used to reliably scan hundreds of thousand

Keywords: com mozilla pip python sslyze

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Show HN: GuMCP – Open-source MCP servers, hosted for free

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-21 16:06:23

Gumloop Unified Model Context Protocol (guMCP) guMCP is an open-source collection of Model Context Protocol (MCP) servers that can be run both remotely and locally. The project aims to create the largest collection of MCP servers with a unified backend, fostering a community around AI integrations and the future of AGI. Overview While many MCP server providers are closed source, and open-source alternatives typically only support local hosting through stdio, guMCP provides: A comprehensive c

Keywords: mcp python server servers sse

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Self-contained Python scripts with uv

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-22 17:22:58

Self-contained Python scripts with uv TLDR You can add uv into the shebang line for a Python script to make it a self-contained executable. I am working on a Go project to better learn the language. It's a simple API backed by a postgres database. When I need to test out an endpoint, I prefer to use the httpx python package inside an ipython REPL over making curl requests. It's nice to be able to introspect responses and easily package payloads with dicts instead of writing out JSON. Anyway,

Keywords: httpx python run script uv

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How to write blog posts that developers read

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-22 16:01:19

How to Write Blog Posts that Developers Read I recently spoke to a developer who tried blogging but gave up because nobody was reading his posts. I checked out his blog, and it was immediately obvious why he didn’t have any readers. The developer had interesting insights, but he made so many mistakes in presenting his ideas that he was driving everyone away. The tragedy was that these errors were easy to fix. Once you learn to recognize them, they feel obvious, but some bloggers make these mis

Keywords: article like python reader readers

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How to Write Blog Posts that Developers Read

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-23 02:01:19

How to Write Blog Posts that Developers Read I recently spoke to a developer who tried blogging but gave up because nobody was reading his posts. I checked out his blog, and it was immediately obvious why he didn’t have any readers. The developer had interesting insights, but he made so many mistakes in presenting his ideas that he was driving everyone away. The tragedy was that these errors were easy to fix. Once you learn to recognize them, they feel obvious, but some bloggers make these mis

Keywords: article like python reader readers

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How to Write Blog Posts That Developers Read · Refactoring English

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-24 13:01:19

How to Write Blog Posts that Developers Read I recently spoke to a developer who tried blogging but gave up because nobody was reading his posts. I checked out his blog, and it was immediately obvious why he didn’t have any readers. The developer had interesting insights, but he made so many mistakes in presenting his ideas that he was driving everyone away. The tragedy was that these errors were easy to fix. Once you learn to recognize them, they feel obvious, but some bloggers make these mis

Keywords: article like python reader readers

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Architecture Patterns with Python

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-25 03:57:27

At the end of Harry’s last book, Test-Driven Development with Python (O’Reilly), he found himself asking a bunch of questions about architecture, such as, What’s the best way of structuring your application so that it’s easy to test? More specifically, so that your core business logic is covered by unit tests, and so that you minimize the number of integration and end-to-end tests you need? He made vague references to "Hexagonal Architecture" and "Ports and Adapters" and "Functional Core, Impera

Keywords: book python real way world

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Using uv and PEP 723 for Self-Contained Python Scripts

Source: news.ycombinator.com | By Dave Johnson

Published on: 2025-05-25 03:53:46

Sharing single-file Python scripts with external dependencies is now easy thanks to uv and PEP 723, which enable embedding dependency metadata directly within scripts. This approach eliminates the need for complex setup tools like requirements.txt or package managers, making script distribution and execution seamless and simplifying deployment while maintaining flexibility and efficiency. We all love Python’s comprehensive standard library, but let’s face it – PyPI’s wealth of packages often be

Keywords: cache python script uv wordlookup

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Understanding R1-Zero-Like Training: A Critical Perspective

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-02 21:35:12

Updates 21/03/2025: 🎉 We release our paper, models and codebase. Our R1-Zero training is implemented with 🌾 Oat, a highly modular, research-friendly and efficient LLM RL framework. Links Understanding R1-Zero-Like Training 📄 Paper 🤗 Models There May Not Be Aha Moment in R1-Zero-like Training — A Pilot Study 📄 Blog 💻 Code OAT: A research-friendly framework for LLM online alignment 💻 Codebase To understand R1-Zero-like training, we critically examine two core components: base models and re

Keywords: math python r1 training zero

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Stelvio: Serverless AWS for Python Devs

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-07 12:37:35

Stelvio AWS for Python devs - made simple. Documentation What is Stelvio? Stelvio is a Python library that simplifies cloud infrastructure management and deployment. It lets you define your cloud infrastructure using pure Python, with smart defaults that handle complex configuration automatically. Key Features Python-Native Infrastructure : Define your cloud resources using familiar Python code : Define your cloud resources using familiar Python code Smart Defaults : Automatic configurati

Keywords: cloud code infrastructure python stelvio

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Notebooks as reusable Python programs

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-08 09:14:14

marimo is free and open source, available on GitHub. This blog post is also accompanied by a YouTube video. In a previous post, on lessons learned redesigning the Python notebook, we wrote: A lot of important work happens in notebooks — research, large scale experimentation, data engineering, and more. But this kind of work should be treated as Python software, and it shouldn’t be done in error-prone JSON scratchpads. In that post we described design decisions that allowed us to create a new

Keywords: cell marimo notebook notebooks python

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Exo: Exocompilation for productive programming of hardware accelerators

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-13 14:35:47

Basics Install Exo We support Python versions 3.9 and above. If you're just using Exo, install it using pip : $ pip install exo-lang In case of ModuleNotFoundError: No module named 'attrs' please upgrade your attrs module by pip install --upgrade attrs . Compile Exo Exo files can be directly excuted with Python: $ python exo_file.py To generate generate C and header files, use exocc command: $ exocc exo_file.py Running the command will generate two files: exo_file.c and exo_file.h . Th

Keywords: exo install pip python use

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Show HN: Online Python Compiler with Libraries

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-10 18:52:05

Our online Python compiler gives you instant access to all essential libraries right in your browser. Skip the hassle of pip install and environment setup to use modules like pandas, NumPy, Matplotlib, and requests. All Python libraries and packages are automatically installed when you import them - just write your Python code and click run. Perfect for learning, data analysis and web scraping. Run Python code online with libraries in our free online Python interpreter.

Keywords: code libraries online python run

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Switching from Pyenv to Uv

Source: news.ycombinator.com | By Will Kahn-Greene

Published on: 2025-06-15 22:23:39

Premise The 0.4.0 release of uv does everything I currently do with pip, pyenv, pipx, pip-tools, and pipdeptree. Because of that, I'm in the process of switching to uv. This blog post covers switching from pyenv to uv. History 2024-08-29: Initial writing. 2024-09-12: Minor updates and publishing. 2024-09-20: Rename uv-sync (which is confusing) to uv-python-symlink. Start state I'm running Ubuntu Linux 24.04. I have pyenv installed using the the automatic installer. pyenv is located in $HOME/

Keywords: installed pyenv python uv versions

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Show HN: Nuanced – Help AI understand code structure, not just text

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-20 02:26:38

We're excited to announce the initial launch of Nuanced, an open-source Python library that provides LLMs with precise call graph context. By analyzing function relationships, we generate a structured representation of code dependencies. This is our first step toward building a richer context layer that can help AI coding assistants make more informed decisions about your codebase. Why AI coding needs relevant context AI coding assistants are surprisingly primitive when it comes to understandi

Keywords: code function graph nuanced python

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The features of Python's help() function

Source: news.ycombinator.com | By Trey Hunner

Published on: 2025-06-24 20:07:24

Python has a built-in help function for getting help... but what can do with help ? The help function can be used to lookup documentation for: Functions Modules Any Object Symbols Keywords Topics Let's take a look at all 6 uses of help . We'll start with the most common 3 uses: functions, modules, and all other objects. Passing objects to help I almost always use the help function by passing an object to it: either a function, module, class, or class instance. Passing a function object (ye

Keywords: function help modules object python

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Show HN: Open-Source Windows AI assistant that uses Word, Excel through COM

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-06 23:10:28

SmartestKid AI Assistant A Windows desktop AI assistant built in Python. Assistant (without tools) is ~1000 lines of python code, with super simple chat UI inspired by the original AI, SmarterChild. Uses Windows COM automation to interface with Microsoft Office (Word, Excel), Images, and your file system. Perfect for Windows users looking to explore AI-powered desktop automation. Demo Simple-Demo-SK.mp4 Features Toggle between voice and text input modes Interface with Word, Excel, Images,

Keywords: ai assistant contains python windows

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Python as a second language empathy (2018)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-05 13:46:32

abstract Python is not Java, nor is it C++ It’s different! Let’s talk about how. Why? Because as Python experts (you did choose to come to a Python conference so likely you’re either an expert already or in time you’re going to become one if you keep going to Python conferences) we have a responsibility to help our colleagues and collaborators who don’t know Python as well we do. The part of that responsibility I want to focus on today is when other people have experience with other programm

Keywords: class code java language python

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Emacs Tree-sitter custom highlighting

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-07 18:17:29

Thursday, February 27, 2025 A few years ago I blogged about custom tree-sitter-based syntax highlighting in emacs. I started out with highlighting certain keywords in red. I wanted to show the keywords that interrupt control flow: Screenshot showing syntax highlighting of keywords in black or red I highlight regular keywords ( while , if ) in bold. I highlight control flow interrupting keywords ( return , continue ) in red. That's syntax highlighting. But I also wanted to highlight names ba

Keywords: font highlight keyword python treesit

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ForeverVM: Run AI-generated code in stateful sandboxes that run forever

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-14 05:41:44

The sessionless code interpreter Securely run AI-generated code in stateful sandboxes that run forever. Sign up Sign up from your terminal to try ForeverVM for free npx forevervm signup or uvx forevervm signup Python 3.13.1 (main, Jan 14 2025, 02:51:49) [GCC 12.2.0] Examples: Do some math Fetch and analyze data Draw a fractal What is it? ForeverVM is a code execution API that allows you to securely run arbitrary Python code in a remote sandbox and get back results. Unlike traditional code

Keywords: code forevervm npx python repl

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Show HN: Tach – Visualize and untangle your Python codebase

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-13 10:34:07

Tach Tach is a Python tool to enforce dependencies and interfaces, written in Rust. Tach is inspired by the modular monolith architecture. Docs Discord Here's an example: Tach can enforce: 📋 Imports only come from declared dependencies 🤝 Cross-module calls use the public interface ⛓️‍💥 No cycles in the dependency graph Tach is: 🌎 Open source 🐍 Installable via pip 🔧 Able to be adopted incrementally ⚡ Implemented with no runtime impact ♾️ Interoperable with your existing systems Ge

Keywords: filesystem import py python tach

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