TILens turns technical updates into a focused daily brief: official releases,
trusted reporting, and practitioner analysis, deduplicated and organized by topic.
A side-by-side walkthrough of venv plus pip and uv init, uv add, uv run, and uv sync, with a lockfile that recreates the project on another machine. The post How to Manage Python Environments with uv Instead of venv and…
AI Agents for Beginners, Part 2: The agent picks between three database tools, uses each result to choose its next call, and stops at an eight-turn circuit-breaker if it gets stuck. The post Build Your First Multi-Tool…
Clément Mercier using Claude has discovered that there is no restriction on running wizards without any model or group. Impact CVSS v3.0 Base Score: 8.1 Attack Vector: Network Attack Complexity: Low Privileges Required:…
Clément Mercier using Claude has discovered that it is possible to retrieve the ephemeral data from the wizard execution of another user. Impact CVSS v3.0 Base Score: 2.6 Attack Vector: Network Attack Complexity: High…
Three Python classes, an OpenRouter key, and gpt-4.1-mini give the agent a calculator, a stub web search, and conversation recall that survives restarts. The post Give Your Python AI Agent Persistent Memory with One…
Why should every Python developer know about the CPython ABI? This week on the show, we speak with Nathan Goldbaum about free-threaded Python and the changes to the Python Application Binary Interface.
My proposal is adding === as a way to shorten: variable = variable.lower() to variable === .lower(), this is similar to += but for methods. Should this work for potentially all methods? Yes It is best to have this work…