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Perplexity open-sources SPACE, the Firecracker microVM sandbox behind its Computer agent

As of Oct 15, SPACE (perplexityai/SPACE, written in Rust) runs agent or user code in isolated Firecracker microVMs behind an HTTP API for creating sandboxes, running commands, streaming output, and pausing, resuming, or branching sessions, with credentials and network access kept outside the VM. It deploys locally on a Kind cluster, and CoreWeave, Akamai, and Crusoe have signed on to offer it to customers.

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Black Forest Labs opens FLUX 3 Image Klein: 5.6B text-to-image and editing model that runs in 8GB VRAM

As of Oct 15, FLUX 3 Image Klein ships as open weights (base for LoRA fine tuning plus a step distilled model) with native 4K output, bounding box edits, and up to 10 reference images; the INT8 build runs on 8GB RTX GPUs via ComfyUI or Diffusers. It's under the FLUX Kommunity License (free commercial use under $5M revenue) and on the BFL API as flux 3 image klein from $0.009 per image…

Amp runners can now share their desktop, so you can watch and drive native apps remotely

As of Oct 16, start an Amp runner with amp no tui desktop (or turn on Share This Mac's Display in the macOS app) and its threads get a Desktop tab in the browser or iPhone/iPad apps for viewing and controlling the runner's screen, handy for testing iOS or desktop apps the agent just built. macOS needs Apple Silicon on macOS 26+, while Linux runners spin up a separate virtual desktop so your own session isn't captured…

Amp News

How the Claude Code team reviews code: risk tiers, a 3-round cap, and zero-human merges for low risk

Anthropic's Oct 15 write up says merged Claude Code PRs more than doubled from June to September while the revert share fell over 40%, with most reading moved to Claude reviewers, blocking security review, and classifier set risk tiers where low risk changes from trusted authors need no human approval. After an agent vs agent PR looped through 50+ overnight rounds, the reviewer now stops after three rounds and re reviews only the new diff…

Claude Blog

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