Apex testing patterns that actually catch bugs
Most Apex test classes only chase coverage. Here's a framework for writing tests that prevent real regressions in production orgs — with examples from a recent CPQ rollout.
Practical, opinionated writing from the team — pulled from real engagements, not press releases.
Most Apex test classes only chase coverage. Here's a framework for writing tests that prevent real regressions in production orgs — with examples from a recent CPQ rollout.
A practical walkthrough: chunking Knowledge articles and Cases, embedding with OpenAI, and surfacing answers inside Service Cloud — without leaking sensitive fields.
A decision framework for admins and architects, with five real scenarios where Flow hits its limits — and the migration path that doesn't break what's already running.
Einstein Copilot, Agentforce, and homegrown LLM agents all promise the same thing. Here's what survived contact with production users in three live deployments.
A pragmatic checklist for hitting perfect Core Web Vitals on production Next.js sites, including the four CMS-related landmines we hit on a recent replatform.
Prompts are code. Here's how we version, test, and roll back prompts for AI features in regulated industries — with a tiny eval harness you can copy.
Five techniques to keep CPQ pricing predictable as your product catalog grows past 200 SKUs — including a real-world example of unwinding 80 nested rules.