Salesforce Blog

Every AI Agent Under One Command Center: The Sentinel Framework for MuleSoft Agent Fabric

Your enterprise is already running AI agents nobody catalogued. Here is the Keneland Sentinel framework — a Forward Deployment Engineering playbook for discovering, scoring, governing, and killing AI agents on MuleSoft Agent Fabric, Omni Gateway, and Agentforce.

Building production agentic AI systems: a practitioner's architecture guide

How to Migrate from Salesforce CPQ to Revenue Cloud Without Revenue Leakage

A Forward Deployment Engineering Playbook for RevOps and Salesforce Leaders By Mani G — Applied AI Strategist GTM Technology Leader

The Salesforce Dependency Bottleneck Is Over. Here's What Changed.

For years, Salesforce delivery meant one thing: waiting on specialists. That bottleneck is gone. AI-powered tools like Claude Code and Cursor now let engineers build, deploy, and scale on Salesforce without ever touching the UI — and without a queue.

Agentforce vs Custom AI Agents (LangChain, LangGraph): The Real Enterprise Tradeoff Nobody Explains Clearly

The rise of autonomous AI agents has created two distinct paths for enterprises: managed platforms like Salesforce Agentforce, and custom-built agent systems using LangChain, LangGraph, and LLMs. This blog breaks down the real enterprise tradeoff — at the level that matters for architects, platform leaders, and decision-makers.

Mastering Salesforce: Building an Agentforce Agent in Code

Discover how to build a Salesforce Agentforce agent through code alone, avoiding the need for any click configurations. This guide is tailored for Salesforce admins, developers, and business leaders.

The Future of Development with AI: Navigating the Changes

Discover how AI is shaping the future of development and learn how to embrace these changes with confidence.

Is AI Taking Developer Jobs? Understanding the Role of Large Language Models

AI tools like Large Language Models are reshaping developer workflows but are not replacing human developers. Discover how they're enhancing productivity.

From Healthcare to Manufacturing: Salesforce’s Industry-Specific Solutions Tackle Enterprise Challenges in 2025

Executive summary Salesforce’s 2024–2025 strategy revolves around industry-specific clouds, trusted artificial intelligence and a unified data platform.Quarterly results show Data Cloud and AI annual recurring revenue growing 120 % year-over-year to US$900 million with more than 50 trillion records under management. In February 2025 the company reported $10 billion in quarterly revenue and $37.9 billion in FY25 revenue, up 8 % and 9 % respectively. These gains are fuelled by three product releas

How To Avoid Common Mistakes in Salesforce CPQ Implementation

Salesforce CPQ Implementation can be a game-changer for businesses looking to streamline their sales processes. CPQ, which stands for Configure, Price, Quote, is a powerful tool that automates the configuration of product options, calculates pricing, and generates accurate quotes with ease. While Salesforce CPQ offers incredible benefits, it’s important to execute the implementation correctly to […]

Leveraging Salesforce Dashboards for Better Insights

Salesforce dashboards are more than just fancy charts and graphs. They’re a powerful tool for businesses looking to gain deeper insights from their data. By effectively utilizing these dashboards, companies can visualize trends, track performance, and make informed decisions more quickly. With all the data stored in Salesforce, having a clear, visual representation is invaluable. […]

Problems and Solutions When Customizing Salesforce Apps

Customizing Salesforce apps to meet specific business needs can be a game-changer, offering a tailored approach that fits like a glove. When done right, it enhances productivity, streamlines processes, and boosts overall efficiency. Yet, diving into customization without preparation can be more challenging than anticipated. Businesses often find themselves tangled in unforeseen complications, from misaligned […]