Daily edition · Python
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
36 articles · 9 sources · 4 papers ·
Any Nix package, live in your browser Farid Zakaria calls this his "magnum opus of Nix work", and I can see why. trynix.dev provides a qemu-wasm powered x86_64 Linux virtual machine running entirely in your browser…
Native is now the future of mobile at Shopify Shopify are moving from React Native back to separate Swift and Kotlin codebases for their native apps, for the exact reason you would expect: We decided to switch from…
Today, AWS Lambda durable functions announces an integration with Pydantic AI, an open source framework for building AI agents in Python. AWS Lambda durable functions saves your Pydantic AI agent's progress as it runs,…
Today, we're releasing a demo of WeWorm, the first zero-click worm to spread through WeChat calls across iOS and Android. [...] The victim does not need to answer the call, or interact with their phone at all. Even if…
Better understand the intent of your coding agents The post How to 5x Your Communication Effectiveness with Claude Code appeared first on Towards Data Science.
How many files does your query read before it reads any data? On some data lakes, you go through JSON and metadata files first, just to learn which Parquet files matter. DuckLake asks one SQL question instead. The…
Python Install Manager is in Microsoft Store but shows behind the version specific installers Python 3.12 and Python 3.13 when searching for “Python”. Both versions can be accessed through the manager and this…
With Python 3.15 and the addition of re.prefixmatch as a soft deprecation of re.match perhaps it is time to add an additional API to the re package - suffixmatch. This API would match a pattern as end-anchored similar…
Why autonomous agents expose a new explainability problem in fraud detection The post What SHAP Can't Explain About Agentic AI Fraud appeared first on Towards Data Science.
Moving from static model assignment to intelligent, task-level LLM selection. The post Optimizing LLM Inference Costs in Multi-Agent Systems with Adaptive Model Routing appeared first on Towards Data Science.
Test your understanding of Python environments, including shells, terminals, pyenv, virtual environments, and package managers like pip and poetry.
A model is only as reliable as the assumptions behind it The post Who Questions What Works: When Should We Retest Our Assumptions? appeared first on Towards Data Science.
The second half of our annual JetBrains fundraiser has been extended through September 14, 2026. Thank you to JetBrains for the extra time. You still have time to renew your PyCharm license or give it a try. You get…
Hi all Pythonistas! 👋 EuroPython 2026 took over the ICE Congress Centre in Kraków from 13 - 19 July and it wouldn’t have been possible without all of our attendees, speakers, volunteers, and sponsors. You allowed us to…
The % in Python, on numbers, is modulo: x = 10 y = 3 x % y # 1 x.__mod__(y) # same thing, 1 But str uses __mod__ for interpolation: s = 'Hi, %d' s % y # 'Hi, 3' s.__mod__(y) # Same thing, 'Hi, 3' Same operator, same…
I started this project as a way of avoiding the dependency issues that I’ve been having while building FreeCAD from source so that I can get IME support to work in FreeCAD on Linux Mint 22.3, which is an LTS distro.…
A technical deep dive into how Cohere’s approach to megakernels delivers 1.58x faster LLM serving on H100 devices.
A minimal coding agent harness that fits in the prompt.
Delegated authority for AI agents. A Pigeon Pass says what an agent may do.
Autonomous research system for measurable, computer-executable research.
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