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Ecosystem in Motion: Ledger of What’s Alive

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What Actually Happens Here

For Engineers

Ship code with people who deploy for a living.

• Peer code reviews (from those who’ve broken prod and survived)
• Compute credits (pooled, not theoretical)
• Real hiring, straight to funded teams

For Founders

Go further, faster—no demo-day theater.

• Pilots with health authorities, resource companies, and municipalities
• Technical due diligence by people who’ve seen your stack
• Funding intros, minus the “maybe next quarter” talk

For Researchers

Skip the buzzwords, do work that lands.

• Problems from industry, not “innovation theatre”
• Dataset access, no NDAs or admin gauntlets