Agents rediscover your build, test, and deploy conventions on every task and often discover them wrong; a persistent layer changes the cost curve on multi-step work, not just the first prompt.
videoFinOps for AI Agents: Who Spent All the Tokens? — Tisha Chawla & Susheem Koul, Microsoft
videoWhat If Your Chip Design Team Moved Like a Single Body? — Abduallah Mohamed, AIDAChip
videoCoding Agents Don't Scale Themselves. Neither Do Your Teams. — Patrick Debois, Tessl
videoGive the Agent a Budget, Not a Token — Sachin Malhotra, AnthropicChecking sign-in…
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