How to troubleshoot hard Salesforce bugs without guessing
The hardest Salesforce bugs are rarely in one place. Use this evidence-first process to narrow the user, transaction, automation and change that caused the failure.
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No listicles. Practical writing about deployments, sandbox data, org security, and where AI genuinely helps the admin job — including where it doesn't.
The hardest Salesforce bugs are rarely in one place. Use this evidence-first process to narrow the user, transaction, automation and change that caused the failure.
Read the articleAI can help an admin produce Apex or an LWC, but generating code is not the same as owning it. Here is a practical new boundary between admin and developer work.
Read the articleA change set is not an alternative to the Metadata API — it is a UI on top of it. Once you know which frustrations come from the wrapper and which come from the engine, the upgrade decision gets much simpler.
Read the articleEvery 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.
Read the articleMetadata API errors are famously unhelpful. A field-by-field guide to the failures that actually recur, and what each one is really telling you.
Read the articleA fresh sandbox is empty and useless. Copying production data wholesale is a privacy incident waiting to happen. The path between the two.
Read the articleHealth Check gives you a score out of 100 and almost no idea what to do next. Here is the fourteen-area sweep that actually surfaces risk.
Read the articleSalesforce sells AI licensed per user for customer-facing agents. Most admin teams want something quite different — and the pricing reflects that mismatch.
Read the articleMCP lets an AI coding agent query your actual org instead of guessing at your schema. What that looks like in practice, and where the boundaries are.
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Shipping metadata between orgs without breaking things.
Auditing permissions, exposure, and org configuration.
Moving records safely, and keeping PII out of sandboxes.
Using AI on the org you actually run.