Learn AI tricks 
top agent operators use
Learn how AI-native operators use Claude, ChatGPT, and Gemini with graph8 to keep agent fleets current, catch drift and failures early, watch credit burn, and feed every agent the live context it acts on.
Everything here runs on graph8's free plan. No credit card, nothing to buy. Leave with a workflow you can use the same day.
Desktop 
The AI-native habits
The 10 workflows that keep operators current
Steal them now. Master them live, hands-on, in your own graph8. No fluff, no theory you can't use Monday morning. Each one keeps you more in control of your fleet than the operator next to you.
Pull every agent's status, recent runs, tool-call health, and credit burn into one brief in seconds, before anything breaks.
Claude + graph8Let AI watch run outcomes, error rates, and cost spikes, then surface the agents that need a human this week.
Fleet signalsFeed the failed run and its context into a root-cause brief that shows what the agent saw, what it called, and where it broke.
TriageCompare this week's outputs to last week's baseline and flag the agents quietly going off-script.
QualityKeep the companies, contacts, intent, and campaign history each agent reads current, so its actions stay grounded.
graph8 MCPSurface the agent in a retry loop or over-calling a tool, and cap the cost before it runs away.
CostOpen on the run that broke and the signal that triggered it, not a generic alert. Know the reason before you act.
EscalationPull the latest runs, the open failures, and the cost trend in 30 seconds before the standup.
Review prepConnect graph8 to Claude Desktop once, then inspect, triage, and re-context any agent by asking, with the send-gate on every action.
Claude DesktopSave your best triage play as a reusable command your whole team runs the same way.
Claude CodeTwo ways in. Both free.
Need a quick win today, or the full set of workflows? Start with either.
Instant payback
Connect graph8 to your AI and walk out current today. In one live session you see what changed across your fleet, find the agent at risk and why now, and draft a root-cause brief, in plain English.
- Claude Desktop connected to graph8
- A live view of what changed across your fleet
- A root-cause brief you can act on today
The full workflow series
All 10 workflows, taught live and hands-on: knowing what changed, triage, catching drift, feeding live context, and the human escalation. Each session ends with an exercise you run in your own graph8.
Live weekly, recorded, community included.
The curriculum
Master all 10, live
The 10 workflows, taught hands-on across five weekly sessions. Each one ends with an exercise you run in your own graph8 and Claude.
Know what changed across the fleet
Run outcomes, error rates, and cost spikes, then spot the agents that moved this week.
Triage a failing run fast
Build the root-cause brief that shows what the agent saw, what it called, and where it broke.
Find the agent at risk and why now
The agent that needs you, and the reason it is worth your attention today.
Feed agents live context
Keep the GTM context current so every agent's actions stay grounded, right from Claude.
Own the escalation
Drift review, cost caps, and the human call on what ships.
Outcomes
What you'll walk out able to do
Better context creates better conversations between you and your fleet. Better oversight creates better output. These are the practical capabilities you leave with, not vendor hype.
AI won't take your job. An operator who knows how to run AI will.
Your agents are only as good as their context.
Claude, ChatGPT, and Gemini are brilliant, but blind to your market and your fleet. graph8 gives them your companies, contacts, intent signals, website activity, and campaign history, plus safe execution. So they answer what changed and why now, not generic fluff. We go deepest on Claude Desktop and Claude Code, in plain English, no terminal anxiety.
Desktop + Code. Where we go deepest.
Fast drafts and qualification.
Data-heavy research.
You'll learn to run it from Claude or ChatGPT.
graph8 connects as the context layer your AI can call: companies, contacts, signals, website activity, and safe execution. By the end you'll ask what changed and why now across your fleet, and act on it, right where you already work.
https://be.graph8.com/mcp/ We walk through this live in the session. Paste once, sign in, and the graph8 context tools appear.
Claude.ai
Claude Desktop
ChatGPT
Cursor
Or DM the same agent on Slack, WhatsApp, or iMessage.
AI keeps you current. You own the call.
An AI-native operator isn't replaced by AI. You let it keep you informed on every agent in the fleet, and you own the moments that matter. This session trains both sides.
- Watch run outcomes and surface what changed
- Triage failures and draft the root-cause brief
- Flag which agent needs you and why now
- Track credit burn and drift across the fleet
- Keep each agent's GTM context fresh
- Decide which agents to pause, fix, or ship
- Review the drift before output goes out
- Set the cost caps and the guardrails
- Handle the escalation that needs judgment
- Approve what the fleet acts on
A free skills upgrade, not a webinar you forget.
Live, hands-on, and built to make it stick.
Join the live session each week in the graph8 auditorium, or watch the recording any time. No seat cap.
Ask questions, share your work, and learn from other people going AI-native.
Each session ends with a hands-on exercise in your own graph8, so the workflow sticks instead of staying theory.
Same session, built for your seat.
Everyone learns to stay current and act on context with AI. The workflows adapt to your role, whether you run agent fleets, build the GTM stack, prospect, or close.
The same engine that powered campaigns for Cisco, Okta, IBM, Yamaha, and Nasdaq, now a free GTM data layer. Real outbound outcomes, not synthetic data.
Frequently Asked Questions
No. The operators who win are the ones who stay current, orchestrate the fleet, and own the human moments: the escalations, the guardrails, the call on what ships. This session trains you to be that operator, not to compete with a bot.
No, and that's the point. AI keeps you current on every agent and preps the context, so you catch drift early and step in with a reason. You still own the cost caps, the guardrails, and the call on what ships. A healthy fleet is the result of better oversight, not a button.
Yes. The session and the workflows are free, and everything runs on graph8's free plan. You only spend graph8 credits if and when you run real execution, and you start with 1,000 free.
No, you can follow along. A free account gets you the data layer to practice on during the exercises, with no credit card.
Both. There is a live session each week in the auditorium, and every session is recorded so you never miss one.
Each session is about 45 minutes, live weekly. Come to the ones you want, watch the rest recorded. Session one alone leaves you more in control of your fleet that day.
The session covers AI go-to-market broadly. This page is tailored to AI Agent Operators, but GTM engineers, RevOps, and revenue leaders attend the same program.
Become the AI Agent Operator who always knows why now.
The operators pulling ahead aren't watching more dashboards. They stay current, know what changed across the fleet, and step in with a reason. Get the same edge free, and start by seeing what changed across your agents in session one.
- Free. Runs on the free plan, no credit card.
- About 10 minutes to set up. Plain English, no terminal.
- Live weekly and recorded, so you never miss one.
- All 10 workflows, hands-on in your own graph8.
- Walk out of session one already more in control.