AI

llm-tools-datasette 0.1.1

Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would break any plugins which used httpx without directly depending on it. llm-tools-datasette was one of those…

llm-echo 0.5

Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the llm-echo debug plugin. This plugin provides a "model" which doesn't involve an LLM at all - it just repeats back the…

Investing in the public benefit

We’re committing a portion of Anthropic’s shares to the Anthropic Public Benefit Fund, a new entity with a structure that increases the stake as the company grows.

How to Stop Claude Code, Cursor, and v0 From Generating Generic 'AI Slop' UIs: Deterministic Design System Token Specs

Every engineering team building with Claude Code, Cursor, or v0 eventually hits the same visual wall: unless you constrain the model at the token level, every generated interface converges on the same generic template.…

Anthropic says it’s committing 5% of its shares to a ‘public benefit fund’

The company offered some broad-strokes ideas for how this money might actually be used, such as “large donations to traditional nonprofits or direct distributions to specific populations.”

Safeguarding LLM Output in Spring AI

Learn to create a custom advisor that inspects the model's response before Spring AI ChatClient hands it back to the user. The post Safeguarding LLM Output in Spring AI first appeared on Baeldung.

😺 Meta’s new terms cover website scraping

😺 Meta’s new terms cover website scraping

Sentinel-IR on Android: Install It in Termux and Verify the Output, Step by Step

From a fresh Termux terminal to a real, inspectable JavaScript analysis report. No desktop computer, no API key, no AI account required. What this guide does: installs the published sentinel-ir@0.1.1 package,…

I shipped a redaction library, then found it leaking a private key

I write a small zero-dependency library, llm-stream-guardrails, that strips secrets and PII out of an LLM's output stream before it reaches a screen or a log. Last week it was leaking a private key. This is the bug, how…

Anthropic gives outside AI watchdog “employee-like” access

The outside watchdog can publish its findings without Anthropic's approval.

Gemini 4 Argon vs. Claude Opus 5.5: Half the price and about half as accurate

When Google announced Gemini 4 Argon to a small group of testers on September 30, it came with a benchmark The post Gemini 4 Argon vs. Claude Opus 5.5: Half the price and about half as accurate appeared first on The New…

Inferring the Host: A Bayesian Look at the Monty Hall Problem

"Always switch" is true for one particular host. Watch a few episodes and you can work out which host you've got. The post Inferring the Host: A Bayesian Look at the Monty Hall Problem appeared first on Towards Data…

Both Charts Are Right. So Why Do They Disagree?

The statistical paradox that shows how combining data can reverse the story. The post Both Charts Are Right. So Why Do They Disagree? appeared first on Towards Data Science.

AI Development on Windows: from PyTorch and llama.cpp to Windows ML

Microsoft is expanding local AI development on Windows with experimental GGUF support in Windows ML via llama.cpp, new native inference APIs, and an OpenAI-compatible endpoint for running models locally. The broader…

Build Your Own Agentic Harness in Python - Full Tutorial

This tutorial demonstrates how to build a custom AI agentic harness in pure Python by progressively integrating LLM communication, tool calling, and Model Context Protocol (MCP) support. It covers the full development…

Can Jev save my inbox from the Democrats?

The author outlines an end-to-end ML project evaluating whether TypeSafe’s Jev, accessed through OpenRouter, and smaller local models can effectively filter political fundraising emails from a personal inbox. He…

Don't feed the whole file to the AI: meet Sentinel-IR

description: "A free JavaScript package that turns a source file into a short, structural note for an LLM: what it touches, how risky it is, and where the evidence is. Part one for everyone, part two for developers."…

Monitoring Hacker News for your keywords? Most "hits" don't mention them

If you track mentions of your product, framework or competitor on Hacker News, you probably use the free Algolia HN Search API. It's great: fast, free, no key. But it has a catch that is easy to miss. The numbers I…

If you don't run your own LLM proxy, how do you know whats going on?

Hacker News discussion (284 points, 201 comments)