None of those assumptions hold. This post describes how we design the exchange so that repeating any message is harmless. That property, idempotency, is what separates an integration you can leave running from one you babysit. Before designing anything, it…
Discover how we work with life sciences partners to drive patient care innovation. User Guides (EU only) Written by Roei Avraham, Staff Software Engineer, Platform team at Viz.ai Someone ships an update to a shared library — a real performance…
Vercel Ship 2026 recap covers the six and a half hour San Francisco keynote on agentic infrastructure with talks from Vercel, Anthropic, Shopify, AWS and more. By StartupHub.ai Staff, Editorial team Vercel Ship 2026 was a keynote event in San Francisco…
Budget a good part of an afternoon. If you have never deployed a Worker, start with the Cloudflare Workers setup guide first, then return here. Everything after step 1 assumes wrangler login works on your machine. The versions below are the…
Cloudflare rate limiting is the WAF control that stops one client from hammering a login form, a search box or an API route. On October 21, 2026, Cloudflare made full transaction detection generally available and said custom rules and managed rules now…
The stack: Cloudflare Workers, plus D1 for state, R2 for files, a Cloudflare Container running FFmpeg, and cron triggers. The models run on fal.ai's queue API. Here is how the pieces fit together, and the few things that bit me. fal's…
Everything below follows AWS’s own launch post, developer guide and compute blog as of October 27, 2026. Where AWS has not published a flag or a subcommand, the article says so and sends you to aws lambda-web help instead of guessing. The…
Lambda now has Event Functions, Web Functions, Durable Functions, MicroVMs and Managed Instances. Here's how each one retires a workaround developers built for the classic event handler, and how to pick the right shape for your workload. Lambda grew up…
An AWS Lambda function wired to a queue is still the first serverless pattern most teams ship, and in November 2026 it sits inside a bigger product than it did a year ago. AWS now describes Lambda as three form factors…
AWS and Serverless announcement. I didn't want to keep checking the AWS website for new announcements and releases. I wanted to filter content I care about first, store it somewhere for future ideas, and have it delivered to my email…
Functions, event buses, and resilient service meshes at scale.
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