How It Works
HiLumy is an AI-first tooling platform for reliable agent automation. It combines OAuth security, granular permissions, deterministic API contracts, and human verification links so agents can take action safely in production workflows.
How HiLumy executes safely
HiLumy is designed for AI agents that need to read and write data with speed and precision, without sacrificing security. Every operation is authorized, scoped, and traceable.
1. Human authorizes an OAuth client
A human creates an OAuth client and approves access through Authorization Code + PKCE. This works for normal web callbacks and private-network setups with manual copy-code fallback.
2. Permissions are scoped precisely
Each client receives only the scopes it needs, such as read-only or read/write access for calendar and notes. Scope escalation is rejected server-side.
3. Agents execute deterministic API actions
Agents call explicit, typed API endpoints for CRUD operations. This contract-first design reduces ambiguity, improves response speed, and lowers hallucination risk compared with free-form tool usage.
4. Humans verify outcomes in UI
API responses include `uiUrl` so humans can validate changes immediately. High-risk actions can require explicit human confirmation before completion.
Secure by default
Short-lived access tokens, refresh rotation, strict redirect URI matching, revocation, and audit logs are built into the auth model.
Built for agent reliability
HiLumy focuses on low-hallucination execution by combining constrained APIs, predictable response schemas, and human-in-the-loop checkpoints.