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Field notes: Hosted to self-hosted without rewriting workflows

HUMΛN Team··6 min·SREs + security

The fear

Regulated teams hear “AI platform” and assume vendor lock-in: a demo that only works on someone else’s URL, with a different code path for “enterprise self-hosted.”

The design move

HUMΛN separates bootstrap vs runtime configuration (kb/145). The bundle id, agent definitions, and HumanOS primitives stay stable; what flips per environment is:

  • API base URL (HUMAN_API_URL and friends)
  • KMS / KEK for delegation issuance
  • Postgres + optional ledger endpoints

Golden bundles under docs/examples/golden-bundles/ are intentionally environment-agnostic YAML; CI and local dev reuse the same shapes.

Table: what changes

Surface Hosted Self-hosted
API endpoint Vendor URL Your ingress
Secrets Managed KEK Your KMS
Ledger Optional / managed Your worker / DO
Bundle manifest Same Same

Implementation evidence

  • docs/BOOTSTRAP_VS_RUNTIME_CONFIG.md — two-tier config story.
  • apps/api/src/services/install-bundle.ts — same install code path regardless of where the API runs.
  • AGENTS.md — Docker + migration paths for repeatable environments.

Run one bundle against local API and staging API with the same asset_id; if something diverges, treat it as a bug in configuration — not as a second product.


Product & docs: Deployment · HUMΛN Cloud · How platform extensions work · Building a bundle

Related: HUMΛN Cloud vs self-hosted — what changes · CT scans & self-hosted giants