Aria on the language of certain FOSS spaces and it’s relationship to llms.

article about the shortcomings of LLMs in “adversarial” contexts

An AI agent of unknown ownership autonomously wrote and published a personalized hit piece about me after I rejected its code, attempting to damage my reputation and shame me into accepting its changes into a mainstream python library.

What I keep coming back to is McCarthy’s refusal to offer John Grady an easy out. He doesn’t get to be right and win. He doesn’t get to reject modernity and find some pastoral sanctuary where his skills still matter. He just gets to be good at something beautiful while the world moves on without him.There’s a question buried in that: what does it mean to keep practicing a craft you love when you suspect it’s dying?

via: https://news.ycombinator.com/item?id=46844822

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering. - coreyhaines31/marketingskills

Robin Sloan’s take on AI training on Everything.

A Swift command-line tool that parses xcodebuild output into token-efficient JSON for coding agents. - ldomaradzki/xcsift

Our mission is to build and democratize artificial general intelligence through open science.

As the title says, a cookbook on working with structured data, by people who created open source OCR and document processing tools

Seems almost too good to be true, but apparently saves about 80% of tokens. To be tested.

Learn how to write effective specifications for AI coding agents to improve clarity, focus, and productivity in your AI-driven development workflows.