Blog
13 articles about Salesforce and AI.
CDC vs Platform Events: A Decision Framework
Four event mechanisms, four sets of trade-offs. A decision matrix for picking the right one before you ship the wrong one.
Apex Governor Limits: Real Strategies for Enterprise Orgs
How architects design around governor limits in orgs processing millions of records — beyond the numbers Trailhead teaches.
Platform Events in Complex Orgs: Beyond Basic Pub/Sub
Most Platform Events tutorials cover the happy path. Here's what architects need to know about replay buffers, ordering, and high-volume event floods.
Apex Trigger Architecture: Handler Pattern Limits
The handler pattern is the industry default. Here's when large orgs follow it, when they can't, and what to do instead.
Agentforce and Legacy Systems: The Real Integration Layer
Giving an agent safe read/write access to an ERP or mainframe is harder than the demos suggest. Here's the architecture layer the documentation skips.
Salesforce Summer '26: What Actually Matters for Architects
A curated take on the Summer 26 features worth your time today, the ones that need another release to stabilize, and what's still mostly slideware.
Agentforce in Production: Governance, AWUs, and What Breaks
Autonomous agents modifying records at scale need a governance layer. What AWU cost management, audit trails, and rollback strategies actually look like.
Agentforce Multi-Agent Orchestration: Design Patterns
Summer '26 makes multi-agent orchestration GA. Here are the architecture patterns that hold up in production — and what still breaks silently.
Salesforce Integration: Monitoring and What I Learned Breaking Things
An integration without observability is a black box. How to build visibility without turning the org into a log graveyard.
Salesforce Integration: Implementing Without Creating Technical Debt
How to structure Apex and Platform Events so the integration holds up under volume, failures, and the next person who touches the code.
Salesforce Spring '26: RunRelevantTests and the End of Slow Deploys in Large Orgs
Spring '26 brings a real change for teams suffering through slow pipelines in large orgs: RunRelevantTests (Beta). Here's what changes and how to use the new @IsTest decorators.
Salesforce Integration: Patterns That Actually Work
Before writing a single line of code, you need to pick the right pattern. A map of the real options with the trade-offs the documentation leaves out.
What Agentforce Really Is — Without the Salesforce Marketing
After months working with the platform, here's what nobody tells you in the demo: what works well, where you'll hit walls, and what isn't ready for mission-critical use.