Opus 4.7 is in Claude Code today. It's more agentic, more precise, and a lot better at long-running work. It carries context across sessions and handles ambiguity much better.
today learning snack is about Security and Permissions: Agents are only as good as their access model.
They should only use the data and systems they’re explicitly allowed to access.
That’s what makes them useful, safe, and reliable.
#AIGovernance#AISecurity#Copilot #EnterpriseAI
Quick question:
What agent platform is your company actually using today?
Copilot Studio, n8n, LangGraph, custom internal tooling, or something else?
Curious what is showing up in real enterprise environments.
#AgentPlatform#buildinpublic#enterpriseai
Todays learning snack topic: Common mistakes when building Agents
Most weak @Copilot Agents do not fail because the idea is bad.
They fail because the design is weak.
Common mistakes:
• vague scope
• unclear purpose
• poor knowledge sources
• weak workflow fit
• unclear ownership
• trying to make the agent do too much
A good agent is not broad by default.
It is clear, focused, and designed around a real job to be done.
#M365Copilot #AIAgents #GenAI #EnterpriseAI
Detailed slides below 👇
Overview here: