Reflex DSL – Intent-Driven Lifecycle

The next leap in compute: reflex-native, orchestration-free, self-adapting workloads.

DSL Evolution: SQL → YAML → Reflex

From declarative data queries to declarative infrastructure… and now to intent-driven computing.

DSL Evolution Cartoon (SQL → YAML → Reflex DSL)

What Is Reflex DSL?

Reflex DSL describes how your workload should behave, not how to operate it. Workloads adapt autonomously using reflexes rather than orchestration.

intent: inference.graph.v1
reflex:
  clone on surge
  migrate on thermal
  decay on idle

Intent Is the API

The manifest captures behavior at a semantic level — scaling, movement, decay, safety thresholds, and adaptation rules.

Inter-Zone & Inter-Cloud Behavior

Workloads with the same intent discover and reach each other as natural peers — no gateways, tunnels, or routing spaghetti.

Reflex Upgrades & Migrations

Upgrades happen through reflex actions — clone → reroute → decay → migrate. No draining, no restarts, no minutes-long rollout windows.

Why Reflex DSL?

No controllers, no schedulers, no YAML explosion.
Workloads behave, adapt, and protect themselves.
Zero orchestration overhead. Millisecond lifecycle actions.
A universal, intent-native model for every cloud and every workload.