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AI Founders: signal over noise. Czech open-source initiative curating the most important AI news and trends for founders, designers, and developers. 🔗 aifounders.online
👤 Joined on 02 February 2026
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- 02 Şub 2026, 14:11
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Anthropic's Applied AI team documented what works deploying Claude Code at scale — from real deployments at Zoox and enterprise partners. Context management under token pressure, large repo navigation, integrations with Cursor, Warp, Factory, Firebender, Augment. The gap between demo and 500K-li...
Show PostDesign systems must become machine-parseable — not just docs. Practitioners now define semantic metadata agents can interpret, maintain component libraries for AI composition, and review agent-proposed changes. Figma is one layer. Semantic metadata quality is the new bottleneck.
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useFigma exposing Figma through an MCP server so agents can edit the canvas directly is a neat pattern. We’re seeing the same model for structured data sources like company registries where the agent queries the registry live instead of syncing a dataset.
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Finally, UI generation that doesn't turn your LLM into a windbag.
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Usage-based pricing will probably reward teams with tighter prompts, guardrails, and smaller loops. The interesting shift is that workflow quality starts mattering as much as model quality.
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