AsteriaX Labs
Products ASTER Gateway

Unified model access

One gateway. Clearer AI operations.

A consistent interface between your application and the models it depends on. Keep provider integration and routing decisions in one deliberate layer.

In Development

The challenge

A clearer boundary. A better system.

Provider APIs differ in payloads, streaming behavior, limits, and errors. When those differences spread through application code, changing a model becomes an application-wide migration.

The approach

ASTER Gateway

Gateway is the core ASTER engineering direction: a shared request boundary with explicit model selection and provider adapters. The aim is a stable application contract while provider-specific behavior remains inspectable.

Product direction

Designed around the decisions that matter.

Proposed capabilities guide the engineering work. Their implementation is a separate validation step.

01

A consistent request contract

Define a common envelope for supported operations. Preserve provider-specific options explicitly rather than promising every model has identical capabilities.

02

Configurable routing

Select a configured model by task and policy. Return the chosen route in request metadata so behavior can be explained.

03

Provider isolation

Keep credentials, payload translation, and error normalization within adapters. Applications should receive actionable failures without exposing secrets.

Under the surface

Understand the system path.

  1. 01

    Client SDK

    Typed request envelope

  2. 02

    API gateway

    Validate the boundary

  3. 03

    Routing engine

    Select configured model

  4. 04

    Provider adapter

    Translate the contract

  5. 05

    AI provider

    Execute inference

Architecture preview · Proposed system path

Engineering considerations

The tradeoffs belong in the design.

Streaming and cancellation
Backpressure, client disconnects, and provider cancellation need explicit handling. Time to first token and total latency are different measurements.
Safe retries
A retry can duplicate a generation or incur another charge. Retry policy must distinguish a rejected request from an uncertain provider outcome.
Authentication and budgets
Scoped keys, tenant isolation, usage accounting, and quotas are proposed controls. Secret rotation and billing reconciliation require separate design and validation.

Practical contexts

Where the architecture earns its place.

01

AI application backends

Keep a chat or extraction application independent of provider-specific plumbing while retaining the controls it needs.

02

Model evaluation

Use a shared request shape to compare configured models. Record model version, parameters, and prompts alongside the evaluation.

Development direction

Built in deliberate steps.

In Development

An existing engineering project, now positioned as the core of the ASTER family. This site documents its development direction; production APIs and shipped capabilities have not been validated in this repository.

  1. PHASE 01

    Define the contract

    Specify supported operations, adapter interfaces, streaming semantics, and error classes.

  2. PHASE 02

    Validate the request path

    Exercise adapters against fixtures and controlled provider requests; instrument route decisions.

  3. PHASE 03

    Explore adaptive policies

    Evaluate failover, latency-aware routing, cost budgets, and regional deployment after the core path is reliable.

Proposed sequence. Milestones describe validation goals, not release commitments.

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AI application with clarity.

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