Oct 17, 2026 · Industry Insights

José Valim: Rethinking Programming Languages and Tools for the AI Agent Era

Elixir creator José Valim argues that as AI agents write most code, programming languages must optimize for agents not humans, proposing program databases to replace LSP and runtime observability to replace debuggers, while debating community survival and compiler relevance.

AI agentsElixirJosé Valim

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José Valim: Rethinking Programming Languages and Tools for the AI Agent Era

Alibaba Cloud Native

Oct 16, 2026 · Artificial Intelligence

Inside DeepModeling's Research Agent Observability Stack with AgentLoop

DeepModeling integrates Alibaba Cloud's AgentLoop into its Shrimp Runtime to observe research agent execution across tools and environments, enabling three troubleshooting paths for tool errors, external compute waits, and frontend stalls, while combining durable execution, workspace persistence, and scientific evaluation to distinguish execution success from scientific validity.

AI for ScienceAgentLoopBohr-CLI

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Inside DeepModeling's Research Agent Observability Stack with AgentLoop