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The Stale-Baseline Trap: Why AI-Authored Salesforce Delivery Keeps Building on a Fake Org

Submitted by jordan on Thu, 10/29/2026 - 17:00

We recently audited an entire Salesforce delivery stream — 149 merge requests across a single client engagement, start to finish — and asked one question the usual retrospective never asks. Not what shipped, but where a later change had to revert, re-cut, or re-baseline what an earlier one got wrong. About a quarter of the merge requests were rework. And when we grouped that rework by root cause, one pattern sat underneath almost all of it, surfacing in cluster after unrelated cluster.

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Generative AI Consulting: What to Expect

Submitted by jordan on Thu, 08/13/2026 - 04:16

Generative AI consulting helps a company move from scattered AI experiments to systems that run in production. A real engagement follows three phases — assess, pilot, scale — and ends with working software your team owns, not a strategy deck. Expect deliverables that ship, measurable outcomes, and a partner accountable for value, not billable hours.

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N+1 Queries and the DOM — When Performance Is an Architecture Problem, Not a Tuning Problem

Submitted by jordan on Tue, 07/28/2026 - 17:00

There's a moment that repeats itself in engineering orgs of every size. A page that felt instant in development crawls in production. Someone opens the profiler, finds a slow query or a janky scroll, and ships a fix. A few weeks later, a different page does the same thing. Then another. The team starts to talk about performance the way you'd talk about weather — something that happens to you, that you can never quite get ahead of.

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We Run Our Own Business on Agents: Inside Facet's Agentic Operating System

Submitted by jordan on Mon, 07/13/2026 - 17:00

The fastest way to evaluate whether a firm's agentic expertise is real is simple: ask them if they use it themselves. Not in a demo. Not in a sandbox client engagement. In the actual daily work that keeps the business running.

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Mautic Best Practices Checklist For A Successful Campaign Management

Submitted by jordan on Fri, 11/19/2021 - 08:22

This article provides a checklist to confirm current Mautic configuration against our best practices. Check it out to clear your doubts about Mautic configuration in a hassle-free way.