# Intel & Field Notes

> Field notes on autonomous video synthesis, AI key vaults, and distribution engineering.

- Canonical: https://www.plunderandriffle.com/blog

## Posts

- [The Autonomous Meme Loop Engine: Case Study 001 of Plunder & Riffle](https://www.plunderandriffle.com/blog/autonomous-meme-loop-engine) (Case Studies, 2026-09-12): How local-first Chrome extensions and autonomous video synthesis rings generate recurring organic reach across TikTok, Instagram Reels, and YouTube Shorts.
- [API Ring: Keeping Your High-Leverage AI Keys Private in Chrome](https://www.plunderandriffle.com/blog/api-ring-private-chrome-vault) (AI Tools, 2026-09-10): Why storing AI API keys locally in a Manifest V3 Chrome extension sandbox changes the economics of developer leverage.
- [Genesis 100: The Benchmark Protocol for Autonomous Content Rings](https://www.plunderandriffle.com/blog/genesis-100-benchmark-protocol) (Distribution, 2026-09-08): A complete breakdown of the 100-video distribution challenge, automated trend harvesting, and real-time claim verification.
- [Why Local-First Architecture Beats SaaS Centralization for Builder Leverage](https://www.plunderandriffle.com/blog/local-first-architecture-builder-leverage) (Engineering, 2026-09-05): Zero servers, client-side encryption, and instant key resolution. How local sandboxes reduce infrastructure cost to zero.

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