Step-by-step walkthroughs of how real people adopt WayOfTeams — from the first login to daily workflow. Each persona covers what they use first, what clicks, and what changes over time.
Click any persona to read the full walkthrough — approximately 500 lines each.
From terminal-shy to citizen developer in three weeks
A dedicated employee at a traditional business with zero coding background. Handed enterprise seats for Claude Code and told to build stuff that saves time. Describes what he wants in everyday business language and lets the AI build it.
Local-first, agentic workflows, multi-agent orchestration
A power user who treats LLMs as core execution units, integrating them into local terminal workflows, custom orchestration harnesses, and multi-tool dev pipelines. Builds from scratch, runs local models, and needs full control.
From ChatGPT prompts to building real working utilities
A curious professional who sees the potential of AI but is standing at the threshold. Wants to move past basic chat queries and start automating tasks, writing scripts, and organizing projects without getting overwhelmed.
Multi-tenant governance, compliance, and production infrastructure
A senior systems architect who designs and deploys scaled, multi-agent enterprise infrastructure. Thinks in system diagrams, SLAs, concurrency limits, and total cost of ownership. Needs governance that survives procurement.
Zero AI experience, maximum operational efficiency
An experienced operations coordinator who keeps the business running. Expert with Excel and shared drives, but completely new to AI. Does not care how the technology works. Only cares if it saves time without creating errors.
Single-pane visibility in 5-minute decision windows
A results-driven CEO who leads multi-disciplinary teams. Does not write code. Needs to know what his people are doing, where bottlenecks exist, and how resources are being allocated. Has 5 to 10 minutes between meetings.
AI as a strictly bounded accelerator, not a decision-maker
A veteran software architect with 15+ years of production experience. Views AI tools through an engineering lens: as hyper-fast junior developers that need tight boundaries, static analysis, and rigorous test coverage.
AI as a strategic lever with governance and ROI
The CTO responsible for entire technology architecture and digital roadmap. Balances innovation with business risk, security, and financial reality. Evaluates AI by asking: does this reduce risk, lower costs, or increase product value?
WayOfTeams ships 217 MCP tools — including 39 Google Workspace tools across Gmail, Calendar, Google Docs, Sheets, and Drive. Connect once under Settings → Connections → Google and your AI agent can search your mail, check your schedule, draft documents, update spreadsheets, and organize Drive files.
🔑 New scopes need a reconnect. If you connected Google before a scope was added (e.g. Gmail write access), click Reconnect with Google in Settings to grant it — until then write tools return a clear "insufficient permissions" error, nothing is lost. Full tool tables and the connect flow: Documentation → Google Workspace Tools
Every persona follows the same loop: learn the system, build the workflow, measure the results, and scale with the team.