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Field notes · Updated Jul 2026 Insights

Signal over noise, from the engineering team.

Field notes on where agentic AI belongs in a serious Salesforce build — and where a senior engineer still has to own the call.

Salesforce Development Agentic AI Architecture
Agentic AI

Why ‘AI-generated’ is the wrong way to think about AI-accelerated Salesforce development

The output looks the same, but the accountability is not. We break down where agentic tooling belongs in a serious build — and where a senior engineer still owns every call.

Jun 2026 · 6 min read

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Salesforce Development

Agentforce vs. traditional automation: when to use which

An agent is not always the answer — and a Flow is not always enough. A practical framework for choosing the right tool before you commit to building one.

May 2026 · 8 min read

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Architecture

Five questions to ask any Salesforce development partner before you sign

A short diligence checklist for technical and business buyers — the questions that separate a partner who will own the work from one who will hand you a mess.

Apr 2026 · 5 min read

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Your Salesforce org, engineered for what's next.

Talk to a senior architect about custom development, integrations, or an Agentforce build — scoped before you commit.