OneMux Insights
Practical notes on routing, cost control, API compatibility, and operating multi-model AI systems.
A technical guide for Node.js developers migrating OpenAI SDK applications: configuring custom base URLs, managing authentication, handling streaming structured outputs, and diagnosing API errors.
Learn how to migrate an existing Node.js OpenAI SDK application to an OpenAI-compatible gateway like OneMux, handle streaming, diagnose errors, and build a customer support triage workflow with human approval.
Marketing automation requires autonomous browser agents that handle cookie consent, competitor tracking, and privacy settings without breaking accounts. WebSP-Eval data shows why Gemini 3.1 Pro Preview is the premier multimodal engine for the job.
Evaluating agent construction benchmarks and why Kimi K3's 1M context window and prompt caching economics make it a compelling engine for marketing automation.
Salesforce's Koa paper reveals how RL specializes LLMs for CRM workflows. Here is how marketing teams can apply those lessons using Gemini 3.7 Flash and OneMux.
An operational guide to Google DeepMind's Nano Banana 2.1 (Gemini 3.1 Flash Image), covering precise typography, subject consistency, mask editing, and API pricing via OneMux.
An analytical breakdown of GLM-5.3's architecture, inference throughput, and operational economics for marketing content pipelines and campaign automation.
Discover how the PILA sidecar rewriting framework and DeepSeek V4 Flash enable marketing teams to run high-converting, context-aware LLM-native ad insertions at minimal cost.
An analysis of Google DeepMind's Gemini 3.8 Flash release, evaluating why its context window, pricing, and latency fit high-volume marketing workflows.
An editorial analysis of why DeepSeek V4 Pro leads open-weight models for marketing teams in 2026, covering 1M context capabilities, campaign reasoning, pricing, and API integration.
How to evaluate Claude Fable 5.1 access paths, pricing visibility, API integration, and multi-model operations for globally distributed teams.
How to use GLM 5.2 API access for day-to-day coding workflows, reserve Claude Opus 5 for high-stakes tasks, and manage both through OneMux.