Serverless
9 pieces on Serverless, including 2 step-by-step guides.
Guides
Deploy an LTX-2 Two-Stage Text-to-Video API on Modal H200 GPUs
Run a production-grade LTX-2 two-stage video generation pipeline on Modal with cached Hugging Face weights, H200 GPUs, and persistent output volumes.
Deploy an Open-Source LLM on Runpod Serverless with vLLM (2026)
Deploy a Hugging Face model as an OpenAI-compatible API on Runpod Serverless with the official vLLM worker: config, test calls, and fixes.
News & Analysis
Azure Container Apps Express Goes GA With Subsecond Sandboxes
Azure Container Apps Express is generally available with scale-to-zero compute built on hardware-isolated sandboxes and subsecond restore.
MCP 2026-07-28 Goes Stateless, Eliminating Sticky Sessions on AWS
MCP's July 28 2026 revision removes protocol-level sessions, eliminating ALB sticky routing and shared session stores for AWS deployments.
AWS AgentCore V2 Cuts Cold Starts to 2 Seconds Across All Image Sizes
AWS AgentCore runtime V2 delivers ~2s P75 cold starts from 200 MB to 2 GB images, versus up to 30s on V1, via snapshot-based initialization.
Jamf Enforces Per-User Bedrock Spend Limits in Under 15 Minutes
Jamf built a serverless system that caps Amazon Bedrock spend per engineer using IAM Customer Managed Policies, Athena, and Lambda — under $10/month.
Three Async Patterns Cut Lambda Idle Cost in Bedrock AgentCore Pipelines
AWS authors show how task-token callback, direct integration, and durable functions cut Lambda idle cost when calling Bedrock AgentCore agents.
Harper 5.2 Beats Vercel Stack Up to 14× on Live Personalized Reads
Harper's benchmark across 474 load tests shows up to 14× latency advantage over a Vercel/Neon/Upstash/Ably stack on live, personalized-data paths.
Cloudflare Kitesurf: A Browser Built for AI Agents, Not Humans
Cloudflare's Kitesurf is a cloud-hosted browser built for AI agents on its Workers platform, prioritising token costs and prompt-injection defence over visual rendering.