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Product updates, engineering insights, and AI industry perspectives from the ModelRiver team.

Test AI workflows without burning tokens

3 days ago•7 min read

How ModelRiver's Test Mode lets you build, test, and ship AI features without paying for every failed request, flaky response, or debugging loop.

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Vishal SVishal S
Test AI workflows without burning tokens
How to build production-ready AI systems with event-driven architecture

How to build production-ready AI systems with event-driven architecture

February 19, 2026•4 min read

Learn how to build production-ready AI systems using event-driven architecture. Decouple AI generation from delivery, process webhooks, use callbacks, and stream results in real time.

Akarsh CAkarsh C
Founders' note: Why we built ModelRiver

Founders' note: Why we built ModelRiver

February 10, 2026•5 min read

Discover why we built ModelRiver: real-time AI infrastructure, auto-failover, structured outputs, client SDKs, CLI, and observability for developers shipping AI products.

Akarsh CAkarsh C
Vishal SVishal S

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