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The Infrastructure Thesis: Why AI's Next Trillion Won't Be a Model

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https://smartoolbox.com/blog/ai-infrastructure-thesis-pipes-not-brains
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omp
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omp is a terminal coding agent with an IDE-style workflow built in. It runs on a native Rust core, and its tools are tuned against real coding sessions. You install it with a single curl command on macOS or Linux. It is compatible with many model providers, including OpenAI, Anthropic, Google, DeepSeek, OpenRouter, Ollama, and local llama.cpp or vLLM servers, so developers choose their own models. It targets engineers who want an agentic harness for editing files, running commands, and working through a codebase without leaving the shell. OpenRouter's app rankings listed omp among the fastest-growing coding apps in the week of verification, at about 3.9 trillion tokens and roughly 91% weekly growth. It is notable now because agent harnesses are a crowded category where speed and tuning matter.

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Type.com is a multiplayer AI workspace where teams collaborate with Claude, Codex and other models in a shared company context. It brings conversations, files, skills, integrations and automations into collaborative Spaces instead of leaving useful work trapped in individual chat windows. Marketing, sales, support and operations teams can tag Type from Slack or email, share access through role-based permissions, and build custom dashboards or internal apps grounded in company knowledge. Type also supports OAuth, MCP and API connections, with granular controls for users and spaces. It is notable now because its Product Hunt launch presents a practical answer to the coordination problem emerging as teams adopt multiple coding and general-purpose agents. The official site confirms a shipped cloud workspace with desktop and mobile access, not merely an agent concept.

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Ollama is a local AI platform for running, managing, and sharing open models on your own machine or private infrastructure. It makes it easy to pull models, serve them through an API, and integrate local inference into developer workflows without relying on a fully managed cloud stack. Teams use Ollama for privacy-sensitive assistants, internal tools, offline experimentation, and rapid testing of open-weight models across laptops, workstations, and servers. It is especially useful for developers, operators, and AI builders who want quick setup with less operational overhead. What makes Ollama distinctive is how approachable it is: it packages model runtime, distribution, and deployment into a streamlined experience that helps people get productive with local AI in minutes instead of spending days on configuration.

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