Open beta — every feature free with your own AI API key. Beta software: expect (and report!) rough edges.

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Salesforce DevOps, security, and AI — written by people who run orgs

No listicles. Practical writing about deployments, sandbox data, org security, and where AI genuinely helps the admin job — including where it doesn't.

7 min read

Salesforce CI/CD: do you actually need a pipeline?

Every Salesforce DevOps vendor sells you a pipeline. Most small teams deploy twice a month and need something far simpler. Here is how to tell which one you are.

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6 min read

Salesforce sandbox seeding with PII masking

A fresh sandbox is empty and useless. Copying production data wholesale is a privacy incident waiting to happen. The path between the two.

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6 min read

Agentforce, Einstein, or your own AI key?

Salesforce sells AI licensed per user for customer-facing agents. Most admin teams want something quite different — and the pricing reflects that mismatch.

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Deployments & DevOps

Shipping metadata between orgs without breaking things.

Security & access

Auditing permissions, exposure, and org configuration.

Data & sandboxes

Moving records safely, and keeping PII out of sandboxes.

Stop reading about your org and ask it

Connect an org free and put every one of these questions to an assistant that can actually look.