Gemini Decisions API
Gemini Decisions API Google join Jev and OpenAI in the decision model category with "Gemini Decision 1". This new model API is almost identical to Jev: it supports the same three types of questions (yes/no, choice, and…
Daily edition · Python
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TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
21 articles · 6 sources · 4 papers ·
aws-emulator
aws-emulator Finally, an official emulator from AWS to run tests against a local clone of their many different services without having to provision a paid API key to do so. It's written in Rust by a huge swarm of agents…
Browse tools.simonwillison.net by tag
Browse tools.simonwillison.net by tag I've been wanting a better way to browse my collection of vibe-coded tools (244 and counting) for a while. I had a few Fable 5.2 credits left over before my weekly reset so I set it…
llm 0.37.2
Release: llm 0.37.2 Fixes a security issue reported by Daniel de Araujo in GHSA-v9h7-jj4g-f862 and GHSA-r639-rr7r-x72w. LLM has a mechanism called extra-openai-models.yaml - now managed by the new-in-0.37 llm openai…
Anthropic's IPO roadshow video
Anthropic's IPO roadshow video Anthropic kicked off their IPO roadshow yesterday, and their roadshow video has some previously unreleased information about how their business works. The section on "Approach to compute"…
Better SyntaxError hints for 'key: value' pairs with wrong delimiters
Since 3.10, the parser provides excellent targeted hints for dict literal mistakes: >>> {1: 2, 3: 4, 5} SyntaxError: ':' expected after dictionary key >>> {1: 2, 3: 4, 5:} SyntaxError: expression expected after…
The Python Coding Stack: Use Your Initiative
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“Are You Sure?” Flipped Qwen2.5-1.5B’s Right Answer 2 Times in 3
Three small open models, 150 MMLU questions each, five pushback styles: “That’s wrong” did more damage, and naming a wrong option was close to fatal. The post “Are You Sure?” Flipped Qwen2.5-1.5B’s Right Answer 2 Times…
AI Assistant vs. Copilot vs. Agent, and When to Use Each
A palace-hotel wedding week shows where assistants, copilots, agents, and orchestration fit, and why Gartner expects 40%+ of agentic AI projects to be cancelled. The post AI Assistant vs. Copilot vs. Agent, and When to…
Python HTTPX: Making HTTP Requests With HTTPX2
Learn how to use Python HTTPX (now HTTPX2) to make HTTP requests, send async calls, set safe timeouts, stream large downloads, and enable HTTP/2.
How to Use Apple's fm CLI to Run On-Device LLMs From Python
A Sate Padang vision test and a Malaysia capital question show why the free, private model needs grounding and validation before it leaves prototyping. The post How to Use Apple's fm CLI to Run On-Device LLMs From…
A Jev of All Trades: Build and Train a Jev-style Decision Model From Scratch
Trained on six PathMNIST tissues with a small KEEP adapter, it handled added labels without retraining, though a linear classifier hit 88% on familiar ones. The post A Jev of All Trades: Build and Train a Jev-style…
Quiz: Python HTTPX: Making HTTP Requests With HTTPX2
Test your knowledge of Python HTTPX2 by reusing clients, sending async requests, setting timeouts, streaming responses, and enabling HTTP/2.
LernerPython blog, from Reuven Lerner: Pandas option_context: Temporarily change display settings
Want to set an option in Python Pandas, but just temporarily? You can use option_context: with pd.option_context('display.precision', 2): print(s/3) Within the “with” block, the display precision is 2. But outside —…
Python GUIs: Keeping Your Main Window Open After Closing a Dialog in PyQt6 — Why your app closes when you dismiss a dialog, and how to fix it
I'm working with dialogs in PyQt6, and when I press either Accept or Cancel, the entire application closes. How can I prevent this? When you create and display a dialog (for example, using QDialog.exec()), the dialog…
Anonymous Block/Suite Arguments an alternative to multi-line lambdas
For nearly 20 decades there has been debate after debate on adding multi-line lambda support to python as a way of passing around re-usable code blocks instead of named functions. This can indeed be useful this needs to…
Property().__name__ shouldn't return the value it does AND property().__qualname__ should exist
Currently, the __name__ attribute of any class or function/method returns the name of the attribute (of the module/class) it was assigned to when defined. Similarly, the __qualname__ attribute of any class or…
Graham Dumpleton: AI as a lifestyle choice
When I wrote about twenty years of mod_wsgi, I mentioned that I was on sabbatical, that AI coding tools had changed what I was prepared to take on, and that I was hoping people would tell me what they think is missing…
Graham Dumpleton: Muru: WSGI and ASGI together
The previous post was about serving HTTPS from a development run. This time I want to get back to something I mentioned in passing when I first talked about Muru, which is that it isn't limited to WSGI, and that WSGI…
Seth Michael Larson: Creating for yourself
Today marks the 7th anniversary of starting this blog. If you've been following along for a while: thank you! 😊 After observing Volunteer Responsibility Amnesty Day in 2025 and stopping most of my volunteer OSS…
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