Reading up on D1
6 deep · digging since jun 07
- Under the hood, off the hot path: how D1 scales to millions of databases
D1 scales to millions of SQLite databases by routing queries to edge Durable Objects, using Workers KV and Hyperdrive for fast lookups while the control plane relies on eventual consistency.
- Thread by @liquidai on Thread Reader App – Thread Reader App
Liquid AI announces d1, the first decision model to outperform Jev on Hugging Face's Decision Index, excelling in multilingual evaluations, resisting prompt injection, and handling long inputs.
- GitHub - hieunc229/mailflare: Email for professionals and teams
Mailflare is a self-hosted email inbox for custom domains, built on Cloudflare, that handles sending, receiving, and routing with its own D1 database and R2 storage.
- Bot Detection Without JavaScript on Cloudflare Workers
Using Cloudflare Workers, the author's header and network rules reclassified 74.5% of browser-User-Agent requests, but a 95-to-14 gap between edge observations and script-based analytics remains, showing readership is still unmeasured.
Takes
Announcing d1 with vision. 👁️👁️ Our first decision model now supports images, text or both as inputs. We tested d1 against GPT-6.1 Sol and Claude Opus 5.5 on six real applications, from filtering support tickets to inspecting circuit boards. d1 matches or beats GPT-6.1 Sol on four of them. It costs 19x to 200x less than both models and answers significantly faster on every task. > probabilities for yes/no, choice, or score questions > one forward pass, without generating tokens > text decisions in 200 to 300 ms > Liquid API:
@liquidai
Spending some time tinkering on a flight and realizing that, yeah, all I need is Cloudflare. To do anything. * Compute: Workers * Storage: D1, KV, R2 * IdP: sign-in with Cloudflare through Access * Domain: Cloudflare Registrar * Email: send and receive * AI: Workers AI * Frontier Lab AI: no lock-in, route it to AI Gateway * Containers: sure Create an MCP portal and have an AI agent running in the cloud talk to my Oura and Withings data and email me a dashboard report as if it is my own personal operating system? Yup. I have worked here for 8+ years and sometimes even I just can't believe the platform the team has built is real...
@LakeAustinBlvd