How to Reduce LLM Costs With a Self-Improving AI Agent
Reduce LLM costs with a System 1 model that learns. Shadow mode, a self-improving loop, and honest math on where the savings are real.
Jev AI Model: Why Your AI Agents Need System 1 and System 2 Thinking
The Jev AI model is System 1 for AI agents: fast, cheap, typed decisions. Here is how to pair it with Claude and Agentforce as System 2.
Nine Agentforce Use Cases, Sorted: What Belongs on the Platform and What Does Not
Nine real Agentforce use cases run through a five-question routing test. See which belong in Agentforce, which need a custom agent, and where to start.
Agentforce vs Custom AI Agent: Everyone Draws the Line Wrong
Agentforce vs custom AI agent is not a reach question. Both go outside Salesforce. Here is the real line, and why most companies need both.
How to Set Up an AI Agent: Start With a Test Agent
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.
Adopting AI Agents Safely Isn’t a Tech Problem. It’s a Discipline Problem.
Adopting AI agents safely is a discipline problem, not a technology problem. Here is the implementation plan that separates the wins from the headlines.