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Developers: How-Tos, SDKs & Routing Guides — ShareAI Blog

How-tos, code samples, and SDK tips for building on ShareAI. Learn routing policies, failover, pricing controls, and best practices to ship fast with one API across many providers.

Builder Integration Checklist for Client AI Apps

Use this Builder integration checklist before a client AI application goes live. Map routing, usage units, margins, payment, reporting, and handoff. …

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AI Agent Pricing Metrics: Conversations vs Runs vs Tasks

Choose the right pricing metric for AI conversations, agent runs, tasks, and tool calls before heavy usage eats product margin. …

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AI Agent Fleet Operations: Route, Govern, and Price Repeated Inference

AI agent fleet operations need routing, failover, guardrails, usage tracking, and pricing so long-running agents stay reliable and sustainable. …

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Spec-Driven AI Development: Govern Agent Instructions Before They Ship

Spec-driven AI development turns prompts, requirements, and agent instructions into governed artifacts that teams can review, version, test, and improve. …

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Online LLM Evaluation: Monitor Quality Before Routing Changes Hurt Users

Online LLM evaluation helps teams sample real traffic, detect quality regressions, and choose model routes with more confidence. …

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Pricing AI Workflows by Runs, Documents, Tickets, or Outcomes

AI workflow pricing works best when the billable unit matches customer value: runs, documents, tickets, outcomes, or routed AI usage. …

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Usage-Based AI Monetization: A Practical Builder Guide

Usage-based AI monetization helps Builders route AI traffic from existing apps through ShareAI, set a margin, and make heavy usage customer-paid. …

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AI Gateway Guardrails: Validate Prompts and Outputs Before Users See Them

Production AI apps need checks before and after model calls. Learn how Builders can validate prompts, outputs, policy, and review paths around AI usage. …

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Monetize AI Agent Loops: Price Repeated Inference Usage

Agent loops can multiply inference usage. Learn how Builders can route AI traffic through ShareAI, set a margin, and price repeated usage. …

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Open-Source AI Gateway vs Marketplace API: What Builders Should Choose

Compare open-source AI gateway architecture with ShareAI’s marketplace API for routing, billing, failover, and Builder monetization. …

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