How to Avoid AI Agent Vendor Lock-In: Own the Kernel, Not the Model
AI agent vendor lock-in is a choice, not a given. Build a portable skills and commands layer so you can swap the model without rebuilding your work.
AI agent vendor lock-in is a choice, not a given. Build a portable skills and commands layer so you can swap the model without rebuilding your work.
How one Salesforce partner staffed AI agents like employees to produce roughly 2.5x the output per consultant, without cutting quality or headcount.
The signal layer is how an agentic operating system turns raw noise from Slack, email, and Salesforce into durable memory an AI agent still trusts six months out.
Cirrius MS Newsletter July 2026: Salesforce Summer '26 security enforcement dates, making Data 360 data AI-ready, and two quiet features worth turning on.
How to set up an AI agent the safe way: stand up a low-stakes test agent, prove value read-only, and graduate it to real work in two weeks.
A company brain is the AI asset that gets smarter every time work happens. See how Cirrius runs on one with CBBOS, and how we build the same for you.
Cirrius MS Newsletter June 2026: the Agentforce Builder migration deadline, what matters in Summer '26, and our POC-first delivery approach.
Adopting AI agents safely is a discipline problem, not a technology problem. Here is the implementation plan that separates the wins from the headlines.
Salesforce moved Agentforce to a new builder. Here is how to upgrade your agents from the Legacy Builder to the new Agentforce Builder, the smart way.
Why we moved 60% of project effort into discovery, how Claude Code and Codex made it economic, and what it means for Salesforce buyers.