serverless
13 articles about serverless in AI news
AWS Lambda MicroVMs Launch: Isolated Sandboxes with 8-Hour State
AWS launched Lambda MicroVMs for isolated, stateful sandboxes. Powered by Firecracker, it targets AI coding assistants with 8-hour state retention.
Cursor SDK Turns AI Agent Runtime into Programmable Infrastructure
Cursor is releasing an SDK that turns its agent runtime into programmable infrastructure for headless use in CI/CD pipelines, internal tools, and third-party products. Revenue scales with compute tokens, not seats, enabling higher volume without human-in-the-loop.
How to Build a Claude Code Fallback System with Hermes Agent and Qwen3.6
Set up Hermes Agent with open models as a cost-effective Claude Code alternative for routine tasks, reserving Claude for complex refactors.
How Claude Routines Could Automate Your Dev Workflow (And What's Still Missing)
Claude Routines are cloud-based AI automations that run on triggers/schedules. While not directly in Claude Code yet, they hint at future workflow automation possibilities developers should prepare for.
Cloudflare Agent Cloud Integrates OpenAI GPT-5.4 & Codex for Enterprise AI
Cloudflare has integrated OpenAI's GPT-5.4 and Codex models into its Agent Cloud platform. This allows enterprises to build, deploy, and scale AI agents for production workflows with built-in security and performance.
InsForge Open-Source Framework Gives AI Agents Backend Database & Auth
Developer Akshay Pachaar launched InsForge, an open-source framework that exposes backend primitives through a semantic layer AI agents can understand. This aims to solve a core weakness where agents excel at frontend code but fail at backend logic.
Knowledge-RAG v3.0: The Local RAG MCP Server That Finally Just Works
Knowledge-RAG v3.0 eliminates Docker/Ollama setup, adds hybrid search with cross-encoder reranking, and auto-indexes your docs—making private RAG in Claude Code a one-command install.
Why I Skipped LLMs to Extract Data From 100,000 Wills: A System Design Story
An engineer details a deterministic, high-accuracy document processing pipeline for legal wills using Azure's Content Understanding model, rejecting LLMs due to hallucination risk and cost. A masterclass in pragmatic AI system design.
OpenAI Unveils Secure Sandbox for AI Agents with New Responses API
OpenAI has detailed its new Responses API, which runs AI agents in a secure, managed environment. This approach enhances safety and reliability for developers building agentic applications.
Meshcraft Democratizes 3D Creation: Multi-Engine AI Platform Bridges Text-to-3D Gap
Meshcraft emerges as a web-based platform offering text-to-3D and image-to-3D generation with selectable AI engines. The tool provides both free and premium options, addressing quality bottlenecks in 3D generation through engine optimization rather than image model refinement.
Parallax: How Durable Streams Are Revolutionizing Multi-Agent AI Collaboration
Parallax introduces a novel approach to AI agent coordination using isolated, append-only logs. This CLI tool enables independent agent cohorts to collaborate without seeing each other's reasoning, with disagreement enforced at the infrastructure level rather than through prompting.
NullClaw: The 1MB AI Agent Revolutionizing Edge Computing
NullClaw, a fully autonomous AI agent written in Zig, runs on just 1MB RAM and 678KB binary size, enabling AI deployment on $5 hardware with <2ms startup times. This breakthrough eliminates traditional runtime bloat and opens new possibilities for edge computing.
Cloudflare's AI-Powered Vinext: How Artificial Intelligence Is Redefining Framework Development
Cloudflare engineers built Vinext, a 94% Next.js-compatible framework on Vite, in just one week using AI assistance. This demonstrates how AI is making large-scale software reimplementation economically feasible and accelerating development cycles.