Cirra AI Is Now on the ChatGPT App Directory — Here’s What That Means for Your Salesforce Org
Cirra AI is officially live on the ChatGPT App Directory. One-click install, no developer mode required…
Cirra AI Insights
Sharp, clear insights on AI and Salesforce. Simplifying complexity, so you can work smarter and faster.
Salesforce Shared Responsibility Model: What Admins Own
The Salesforce shared responsibility model explained for admins: what Salesforce secures, what you own and a review you can run in one sitting.
Salesforce Consulting Partner Delivery: A Repeatable Build Process
A six-stage Salesforce build process for consulting partners: intake, design, sandbox build, testing, documentation and handoff, with a ticket template your team can copy.
Transaction Security Policy Accelerators: What Admins Can Turn On
The Transaction Security Policy Accelerator installs prebuilt security policies in Salesforce. Requirements, the named policies and a rollout order that avoids lockouts.
Salesforce Builder Central for Admins: What to Check Before You Use It
Salesforce Builder Central is in beta. Seven checks for admins before turning it on: editions, access, the path to production, review of output, data exposure and ownership.
Salesforce Change Management Checklist for Admins and Small Teams
A step-by-step Salesforce change management checklist for admins and small teams: intake, risk tiers, sandbox testing, approval, deployment, rollback and a change log.
Salesforce Sandbox Best Practices: How to Test Changes Before Production
Choose the right sandbox type, plan refreshes, run a post-refresh checklist, test as a real user and validate changes before they reach production.…
Salesforce Naming Conventions Admins Actually Stick To
A one-page Salesforce naming standard you can copy, with label and API name rules, flow and permission set patterns, and checks that enforce it.…
Salesforce SOQL for Admins: A Beginner Guide With Real Queries
The SOQL syntax admins need, ten real queries to adapt, the errors you will hit first and how to check a query an AI writes for you…
Apex vs Flow: How to Decide Which to Use in Salesforce
Six questions that decide Apex vs Flow, the governor limits that shape the choice, and a worked example of each in Salesforce…
Salesforce Record-Triggered Flow Order of Execution Explained
Where before-save and after-save flows run in the Salesforce order of execution, and how to find conflicts with triggers and validation rules…
Salesforce Flow Best Practices for Maintainable Automation
Plan, bulk-safe design, fault paths, naming and testing: the Flow habits that keep automation easy to maintain…
How to Debug a Salesforce Flow: A Step-by-Step Method
A step-by-step method to debug a Salesforce flow: read the error email, use the debug panel, check permissions and data, and add a fault path…
Salesforce Validation Rule Examples: 15 Formulas Admins Can Copy
15 copy-and-paste formulas with error messages, plus bypass, testing and troubleshooting tips for rules that do not fire…
Permission Sets vs Profiles in Salesforce: A Practical Guide for Admins
What each one controls, what Salesforce decided in June 2026, and how to build a least-privilege model with permission set groups…
Winter ’27 Release: Flow and Admin Features Worth Your Time
Mass screen flow actions, five enforced release updates, Flow Test Mode and a post-upgrade checklist. What admins should test first…
SOQL Selectivity and Pre-Flight Validation: Catching Bad Queries Before They Run
What SOQL selectivity means, why non-selective queries cause performance problems, and how pre-flight validation catches them before execution…
What Are Salesforce LWC Skills: How AI Scores Component Quality
Learn what Salesforce LWC skills are and how a 165-point SLDS 2 scoring system checks Lightning Web Components against the PICKLES methodology…
Claude Platform and Salesforce Integration: What Actually Changed
A plain look at the Claude Platform, what changed recently, and what it means for anyone evaluating AI tools for Salesforce…
Claudeforce, Explained for Salesforce Admins
Salesforce and Anthropic announced Claudeforce. Here is what it actually does, what it does not, and what admins should watch for…
Ramping Junior Salesforce Admins Faster: An AI Playbook for Consulting Partners
New hires take weeks to get productive on a client’s Salesforce org. Here’s how consulting partners are cutting that ramp time with AI-assisted documentation…
10 Signs Your Salesforce Org Needs a Health Check
Nobody schedules a Salesforce org health check until something breaks. Here are ten quieter signs it already needs one…
Can AI Actually Change Your Salesforce Org? What to Check Before You Trust One
Most AI tools for Salesforce explain or document. Few actually execute. Five things to check before you connect any AI tool to your org…
Salesforce Hosted MCP vs. DX MCP Server: What's the Difference?
Salesforce Hosted MCP and DX MCP Server share a name and a vendor but do different jobs. Here’s the direct comparison…
Why Debugging Salesforce Flows Is Harder Than Building Them, and What Actually Fixes It
Admins say building flows is the easy part. Managing and debugging them at scale is what’s actually breaking. Here’s why, and how to get ahead of it...
You Just Inherited an Undocumented Salesforce Org. Here's Where to Start.
No handoff notes, no wiki, no idea what’s live. Here’s how to make sense of an undocumented Salesforce org fast, and where AI actually helps...
Record Types vs. Page Layouts vs. Dynamic Forms: Which One Do You Actually Need?
Confused about record types, page layouts, and dynamic forms in Salesforce? Here’s a clear decision framework for which one solves your problem...
How to Audit Your Salesforce Org's Metadata Without a Developer
Salesforce Optimizer has been retired. Here’s how to audit your org’s metadata, fields, flows, and permissions without a developer...
Least Privilege for AI Agents in Salesforce: A Practical Guide for Admins
AI agents can inherit more access than the task requires. A practical guide to task-based scoping, time-limited access, and named ownership...
Salesforce Org Documentation: Why It Breaks Down, and How AI Keeps It Alive
Salesforce org documentation fails when it’s a project, not a habit. Here’s a practical loop for keeping metadata, process, and decisions documented...
Salesforce Multi-Org Management: The Complete Guide
Choosing single vs. multi-org, org federation, and the operational reality every strategy guide skips: keeping sandboxes, scratch orgs, and production consistent once they exist...
Salesforce Admin Backlog: Why It Happens and How to Fix It Permanently
Salesforce admin backlogs aren’t a discipline problem, they’re a capacity problem. Here’s why they form and how to fix them for good...
The Hidden Cost of the Accidental Admin
Somewhere in your revenue org, someone is fixing a broken validation rule instead of building the next quarter’s territory plan. Here’s what the accidental admin arrangement actually costs — and how to put a number on it...
Cirra AI Is Now on the ChatGPT App Directory — Here’s What That Means for Your Salesforce Org
Cirra AI is officially live on the ChatGPT App Directory. One-click install, no developer mode required. If you’ve been waiting for a faster way to administer your Salesforce org from inside ChatGPT...
Cirra AI Launches First Commercial Salesforce Admin MCP Server: AI That Actually Helps Admins Get Work Done
Cirra AI Launches First Commercial Salesforce Admin MCP Server, Enabling AI-Powered Administration Through Natural Conversation...
Mastering Salesforce Administration with Cirra AI: A Vision for the Future of Admin Work
Hello! I’m Jelle van Geuns, founder of Cirra AI. With over 13 years of experience in the Salesforce ecosystem, I’ve spent a good part of my career navigating...
Using AI to Predict and Prevent Salesforce Admin Errors
Salesforce administrators are pivotal in maintaining and optimizing an organization’s CRM system. However, even seasoned admins can make errors that disrupt workflows, compromise data quality, or slow down...
AI and the Future of Salesforce: What to Expect
Salesforce has long been a leader in customer relationship management (CRM), providing businesses with tools to manage sales, service, marketing, and analytics. As artificial intelligence (AI) continues to...
AI vs. Manual Admin Work: The Future of Salesforce Admins
As artificial intelligence (AI) continues to evolve, its influence is being felt across industries, including customer relationship management (CRM). This rapid shift brings about a significant question: what...