Give your agent its own computer

kept by eddie jun 08

LangSmith Sandboxes give each AI agent its own hardware-isolated microVM with filesystem, shell, and package manager, enabling secure code execution without risking host infrastructure.

How to really stop your agents from making the same mistakes (via @garrytan)
LangChain's LangSmith testing platform uses trajectory evals and trace-to-dataset pipelines to prevent AI agents from repeating mistakes, despite its high valuation and funding.
also on Langsmith, LangChain, #ai-agents, #software-engineering, #developer-tools
Open SWE: An Open-Source Framework for Internal Coding Agents
LangChain releases Open SWE, an open-source framework for building internal coding agents that mirrors patterns from Stripe, Ramp, and Coinbase production deployments.
also on Langsmith, LangChain, #ai-agents, #software-engineering, #developer-tools
Data Centre Slumlord by Binary Mirror
Data Centre Slumlord is a satirical management RPG where players run a hyperscale AI infrastructure firm, balancing profit and ethics while building data centres amid environmental and social fallout.
also on Satya Nadella, #developer-tools
An Interview with Microsoft CEO Satya Nadella About Finding Core Competencies – Stratechery by Ben Thompson
Satya Nadella argues Microsoft's AI advantage lies in providing a platform for enterprises to build their own hill-climbing machines, not in owning a frontier model.
also on Satya Nadella, #developer-tools
Welcome to the Machine, a guide to building infra software for AI agents - me.0xffff.me
Infrastructure software must shift from human-centric design to AI-agent-centric design, emphasizing stable mental models, disposable workloads, and extreme cost efficiency.
also on LangChain, #infrastructure, Claude Code, #ai-agents, #software-engineering, #developer-tools