Approval gates, not autopilot
Devin and AutoGPT spin in loops you cannot easily intervene in. Mike pauses at every meaningful decision and asks you to approve — you stay in control of direction, the AI team handles execution.
Mike·Team LeaderMike runs your AI Team end to end, brings the right agent in at the right step, and surfaces the calls only you should make.
One conversation. Eight specialists. Real product.
LangGraph and CrewAI hand you primitives. You still write the agent code, define the roles, wire the state, and debug the orchestration. Mike runs the 8-specialist AI Team out of the box, no Python required.
AutoGen and CrewAI demos look magical until two agents loop on each other for 200 tool calls. Mike pauses on decisions that change the product and asks you, instead of running silently to a wrong result.
From your first prompt to a shipped result — here is how Mike actually works.
Mike turns one prompt into a sequenced plan: research, scope, design, build, ship, grow.
Iris, Emma, Bob, Alex, Sarah, Adrian, David — each gets the slice they own, not a free-for-all.
Mike asks you to sign off on direction, scope, stack, and launch — you stay in the driver seat.
Every choice, every trade-off, every "why we did it that way" is one scroll away, not buried in Slack.
The team executes inside the approvals you give — no rogue agents shipping things you did not ask for.
Turns a goal into a phased plan with the right agents in the right order.
Hands work to Sarah, Adrian, Iris, Emma, Alex, Bob, or David based on what the task actually needs.
Every agent reads the previous agent's output so work compounds instead of restarting.
Pauses on choices that change the product and asks the human before continuing.
One view of what is done, in progress, and blocked across the AI Team.
Closes out projects with summaries of what shipped and what to iterate on.
Coordinates work using the Editor and Task tools shared across the AI Team.
Hand-rolled workflows are slow, manual, and tool-heavy. Hover any card to see why each gain matters.
Coming from Devin? Here is where Mike pulls ahead.
Devin and AutoGPT spin in loops you cannot easily intervene in. Mike pauses at every meaningful decision and asks you to approve — you stay in control of direction, the AI team handles execution.
Single-assistant tools "decide" each step ad-hoc. Mike sequences the work — Iris researches, Emma scopes, Bob designs, Alex builds, Sarah ships SEO, Adrian runs ads — so handoffs land cleanly and nothing falls through.
AutoGPT logs scroll by in a terminal. Mike surfaces decisions, blockers, and next steps in a thread you can scan in 30 seconds — and his decision log is always there when you want to know why a choice was made.
| Feature | Atoms Recommended | LangGraph |
|---|---|---|
| Approval gates | Every meaningful decision | Mostly autopilot |
| Multi-agent orchestration | 8 specialists, sequenced | Single-agent loop |
| Decision log | Threaded, scannable | Terminal scroll |
| Surfaces blockers proactively | Yes | You catch them |
| Autonomous task execution | Inside your approvals | Inside its own loop |
Mike does not work alone. Here is how the handoffs land when you build with the full team.

Mike asks Emma to scope the product, runs the spec by you, and locks the build plan.
See how Emma works
Mike sequences the build so Alex can ship incremental, deployable pieces — not a 4-week black box.
See how Alex works
Mike schedules SEO and ads work alongside the build so launch and growth start the same day, not a quarter later.
See how Sarah worksConcrete multi-agent projects Mike runs from goal to shipped product.
Research, PRD, architecture, code, SEO, and analytics coordinated into a shipped MVP.
Add a major feature to an existing product with full team coverage in one workflow.
Coordinate landing page, ads, tracking, and analysis for a launch in one project.
Cluster of SEO pages with technical implementation and analytics tracking, run as one sprint.
Design, build, and analyze an experiment end to end with the right agents in the right order.
Re-research the market, rewrite the PRD, ship the new product, and relaunch with paid acquisition.
@Mike I want to launch a freelancer time-tracking SaaS with paid acquisition in 4 weeks. Coordinate Iris's research, Emma's PRD, Bob's architecture, Alex's build, Sarah's landing pages, and Adrian's launch campaign.
@Mike ship the referral program for our existing SaaS. Pull Emma's PRD, have Bob review the schema impact, hand the build to Alex, wire David's tracking, and surface the launch readiness checklist when it is ready.
@Mike give me a status read on the invoicing module project. What has each agent shipped, what is in progress, what is blocked, and which decisions are waiting on me.
@Mike orchestrate the launch of the new pricing page. Sarah writes the page, Alex deploys it, Adrian runs the campaign against it, David tracks conversions end to end, and pause for me before the campaign goes live.
No agent works alone. Tap any teammate to see how they handle their part of your product.
Stop hand-rolling agent workflows. Let Mike run your full AI Team end to end and ship the product inside Atoms.