'Free Token Abundance' is over. Is this the beginning of the end of the AI bubble?
Anthropic killed OpenClaw tokens. It's a little annoying, but I think it's a good thing.
Natalie Walls
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Orchestrating Metadata: Building an Agent-Friendly SEO Engine
How I unified RSS, Sitemaps, and JSON-LD into a single build-time orchestrator designed for both humans and AI agents.
Building a Pattern Designer: When Icons Need Space to Breathe
Building an interactive motif pattern generator with Poisson disk sampling, auto-regeneration, and 3,944 emojis. A devlog about iterative design and spatial algorithms.
Making Interactive Web Apps Agent-Friendly (It Kinda Sucked)
Lessons learned from adding programmatic access to a pattern generator. Spoiler: emoji encoding will haunt your dreams.
Making nataliewalls.com More Accessible: A Devlog
Walking through the process of fixing accessibility issues on my personal site based on automated audit feedback.
Building Altsearch: A Small Business Finder in One Afternoon
Tired of Amazon dominating every search result, I built a tool to find small business alternatives using AI, Cloudflare Workers, and the Brave Search API.
Trump's Business Record: What the '98.8% Success Rate' Gets Wrong
With a serious war in Iran brewing, I had to wonder about the success rate of the man in charge. The pattern isn't reassuring.
Hello, World
Welcome to my blog. Here's what I'll be writing about.
Automating Hundreds of TVs and Other Lessons from Amazon
Five years at Prime Video taught me that the hardest problems are the ones that sound simple, and that good operational code beats clever code every time.
Building JobJob (and This Blog)
How I built an AI job application assistant and the blog you're reading right now
How I Actually Use OpenClaw
My AI assistant setup and why I spent way too much time customizing it