Concentrate provides a unified, OpenAI-compatible API to route and manage LLMs across providers. We’re inviting technical builders to join our beta and stress test the platform before public launch.
Remote · Free Credits · Unpaid
What You’ll Do- Integrate our unified API into a real workflow or product, replacing direct-to-provider calls and validating it under real usage.
- Test multi-model routing strategies across cost, latency, quality, and failover scenarios.
- Stress test reliability by pushing edge cases, async behavior, streaming, and provider outages.
- Evaluate logs and usage analytics to assess visibility, governance, and spend tracking.
- Submit clear, structured feedback with reproducible bugs and actionable improvement suggestions.
You’re a Fit If- You actively build LLM-powered features.
- You’ve worked with multiple model providers and understand integration friction.
- You’re comfortable debugging APIs and distributed systems.
- You care about cost optimization, reliability, and control.
- You communicate clearly and concisely in writing.
What You Get- Free API credits
- Early access to new features
- Direct line to founders
- Potential paid design partner opportunity
