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# Why open infrastructure will define the AI era

**[InfoWorld](https://daily.dev/sources/infoworld)** · 12 min read · 0 upvotes · 0 comments

## Summary

74% of developers now use AI tools, but the industry is increasingly dependent on proprietary, usage-billed platforms from Anthropic, Google, Microsoft, and OpenAI. Gartner predicts AI coding token spend could exceed developer salaries by 2028. Industry voices argue that open infrastructure — open-source models, open protocols like MCP, open orchestration layers, and Kubernetes-based deployments — is essential to avoid vendor lock-in, fragility, and economic concentration. Parallels are drawn to Linux, Docker, and the open internet as evidence that open foundations tend to win long-term. Initiatives like the Agentic AI Foundation, MCP, and llm-d donation to CNCF signal growing momentum toward openness, though gaps remain in governance and API standardization.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.infoworld.com/article/4186382/why-open-infrastructure-will-define-the-ai-era.html>

## Questions this post answers

### What happened when Anthropic restricted third-party access to Claude models?

Anthropic has repeatedly blocked access to Claude over vague policy violations, in one case cutting off a company's access and stopping 60 employees from working, with support only available via a Google form. Anthropic also shut off competitor xAI's use of Claude and stonewalled the OpenCode project, drawing backlash from the developer community.

_Developers weighing dependency on a single AI vendor can track incidents like these on daily.dev before committing to a stack._

### What happened to LangChain's Open Agent Platform after it was open-sourced?

LangChain's Open Agent Platform was open-sourced with much fanfare in 2025, but by 2026 it had been deprecated, with its repository now recommending fully managed alternatives instead. This is cited as an example of how open-source AI tooling initiatives can still end up steering users back toward proprietary, closed platforms.

_Anyone evaluating open agent frameworks can follow project deprecations and pivots like this on daily.dev._

### Which open-source projects has the Agentic AI Foundation received as donations?

The Agentic AI Foundation (AAIF), formed under the Linux Foundation, has received Anthropic's donation of the Model Context Protocol (MCP) and Block's donation of its Goose agent. Separately, the llm-d Kubernetes framework for LLM inference was donated to the Cloud Native Computing Foundation (CNCF), all signaling industry momentum toward vendor-neutral AI infrastructure.

_Teams building agentic AI systems can keep tabs on foundation-backed projects like MCP and Goose via daily.dev._

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---

Tags: [#open-source](https://daily.dev/tags/open-source), [#kubernetes](https://daily.dev/tags/kubernetes), [#mcp](https://daily.dev/tags/mcp), [#ai-infrastructure](https://daily.dev/tags/ai-infrastructure)

[View this post on daily.dev](https://daily.dev/posts/why-open-infrastructure-will-define-the-ai-era-gclwcyi2a)

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