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Deterministic control for revenue-critical systems

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    Hey HN, We’ve been building browser agents for a while. In production, we kept converging on the same pattern: deterministic scripts for the happy path, agents only for edge cases. So we built Demonstrate Mode. The idea is simple: You perform your workflow once in a remote browser. Notte records the interactions and generates deterministic automation code. How it works: - Record clicks, inputs, navigations in a cloud browser - Compile them into deterministic code (no LLM at runtime) - Run and deploy on managed browser infrastructure Closest analog is Playwright codegen but: - Infrastructure…

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    I’ve been exploring LLM-driven developer workflows and built a demo where Claude Code acts like a Replit-style frontend for infrastructure. - You write a prompt in Claude - Claude generates a workload spec - Humanitec receives the spec and deterministically deploys infra to GCP (via Terraform) - App is up in under 1 minute — no pipelines, no DevOps tickets The backend is policy-enforcing and built for enterprise use cases (used by large orgs like Apple, ABB, etc.), but the flow feels like magic for devs or agents. demo: https://www.youtube.com/watch?v=jvx9CgBSgG0 Repo:…

    Oct 2025

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