Tag: cloud
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Designing Narrative Output Types with the OpenAI API
Note: This article specifically refers to the OpenAI API using the Responses API and Structured Outputs (JSON Schema). The examples here assume you are calling the OpenAI API directly from your application (such as Salesforce via Apex callouts). Let’s clear up a common misconception first: The OpenAI API does not expose a built-in switch like:…
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Named Credentials & External Credentials: The Backbone of Secure Salesforce Integrations
Named Credentials and External Credentials in Salesforce streamline integrations by centralizing authentication, eliminating secrets in code, enhancing security, and ensuring a clean architectural separation, ultimately improving the developer and admin experience.
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Getting Deeper: Processing OpenAI Responses API Payloads from Salesforce
This post details how to integrate Salesforce with the OpenAI Responses API, emphasizing the importance of processing structured outputs effectively. Key strategies include enforcing JSON schema responses, storing key points and sources separately, and ensuring traceability in persistent data. The goal is to create a robust, enterprise-ready AI system.
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Unlocking the Power of Salesforce Experience Cloud: A Technical Architecture Blueprint for Customer, Partner, and Internal Enablement
Modern businesses can’t afford operational drag. Customers want instant answers, partners expect real-time visibility, and internal teams are sick of chasing information spread across emails, spreadsheets, and disconnected systems. Traditional communication channels—phone, shared inboxes, PDFs—create more bottlenecks than they solve. Salesforce Experience Cloud (formerly Community Cloud) solves this problem, but only when it’s implemented with…
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Queueable Apex Classes
Salesforce provides multiple ways to execute asynchronous processes, and Queueable Apex is one of the most powerful and flexible options. While future methods provide basic asynchronous execution, Queueable Apex offers greater control, support for complex logic, and the ability to chain jobs. In this blog post, we’ll explore how to use Queueable Apex, its advantages…
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The Basics: Calling Invocable Apex from a Salesforce Flow
Salesforce Flow is a powerful tool that allows admins and developers to automate processes without writing code. But sometimes, you need to go beyond what Flow can do out-of-the-box. That’s where Invocable Apex comes in. By creating an Invocable Apex class, you can expose custom functionality to Flow, making it more flexible and powerful. This…
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Driving Sustainable Salesforce Adoption Across Sales, Service, and Marketing Teams
User adoption is the silent killer of Salesforce programs. You can design elegant data models, automate the right workflows, and deploy cutting-edge AI, but if sales reps, service agents, or marketers don’t consistently use the platform as designed, your CRM becomes an expensive reporting tool—and nothing more. Most organizations underestimate how difficult adoption truly is….
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The Basics: Best Practices for Writing Salesforce APEX Code
Salesforce APEX is a powerful, strongly-typed programming language that allows developers to customize business logic within the Salesforce platform. However, writing efficient and maintainable APEX code requires adhering to best practices. Below are some key guidelines to follow when developing APEX applications. 1. Follow Governor Limits Salesforce enforces strict governor limits to ensure efficient resource…