Tooling

The magic of this mysterious technology is starting to lose its luster. What looked like magic is turning into work.

The current state of personal AI infrastructure. via ondiscourse.substack.com

You don't need to do all three. You might not need to do any of them. But if Reddit matters to your audience—and increasingly, AI is making that decision for you—pick one approach and commit to it properly.

Wild Signal provides AI search optimization services that help brands earn citations in the digital landscape. They pair communications experts with geospatial tools to deliver strategic intelligence. via wildsignal.agency

Comprehensive Coverage 139 Skills - Extensive coverage across all major scientific domains 28+ Databases - Direct access to OpenAlex, PubMed, bioRxiv, ChEMBL, UniProt, COSMIC, and more 55+ Python Packages - RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioServices, PennyLane, Qiskit, and others

GitHub repository with 139 scientific skills for Claude, enabling complex multi-step research workflows across biology, chemistry, medicine, and other scientific domains

I started my tools.simonwillison.net site last year as a single location for my growing collection of vibe-coded / AI-assisted HTML+JavaScript tools ... The new browse all by month page shows I built 110 of these in 2025!

Simon Willison's Annual review blog post examining major trends and developments in large language models (LLMs) during 2025.

I run six Claude Code agents in parallel from my phone. No laptop, no desktop

Mobile development setup that runs Claude Code agents in parallel from a phone using a cloud VM, Termius, and push notifications for async coding.