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Prosper

Every week, practical AI workflows, prompts, and guides you can put to use the same day - no matter your technical background.

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Breakdown Of Stealing Reasoning Traces from Proprietary LLM APIs Paper

One of the biggest papers of the year, let’s see why

How Claude Code Caching Actually Works

What breaks your cache, the four settings that protect it, and a status line that shows your hit rate live.

Opus 5 vs. Fable 5: How to Actually Choose

I went through both system cards, the prompting guides, and the release notes to help you decide.

Crash Course On Building Apps With Codex

Why Codex isn't just ChatGPT for coders: plan mode, parallel agents, and the workflow that ships real apps.

I Used Gemini Notebook and Claude to Interview Me for the Job

I built the panel, ran the quiz, and let it interview me on a real job posting.

NotebookLM Is Now Gemini Notebook. Here’s What I Built Instead.

How I connected it to Claude to build a study system that only quizzes you on your own sources.

[VIDEO] Claude Code App Updates and the SEO Loop I Run on Every Post

Watch now | Multi-pane sessions, the Claude Code browser, the SEO loop live demo, artifacts, and more

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AI Releases Are Accelerating...Even More?

Anthropic, OpenAI, Kimi, GLM are shipping faster than ever, but the real change isn’t the benchmarks

I Built My Own Local WisprFlow: Free, Offline, No Word Limits.

The build prompt, the spec, the dev script, and the permissions file - one download folder, one prompt that builds the whole app.

My AI Skills Folder Is a Junkyard. Four Cars Still Run.

I hadn’t looked in months. One command told me why that was a mistake.