One prompt becomes a deployed web app with a MongoDB Atlas database backend and a built-in LLM chosen for the job.
01PROMPTTell us what you want to build
02STAY + REVIEWGive feedback or wait for on-site approval
03APPROVEApprove the final plan to start building
04GET YOUR TOKENLeave only after the build is queued
WRITE A FOCUSED APP IDEA.
One prompt is enough. Tell us who the app is for and what it should help them do. Add more detail only when it matters to your idea.
01 · AUDIENCEChoose one user
Attendees, neighbors, travelers, volunteers, or a small team.
02 · ACTIONChoose one flow
Add and browse, search and save, compare and summarize, or watch updates.
03 · DATAName the record
Say what the app remembers and list the useful fields.
04 · OUTCOMEDescribe success
What should someone find, understand, decide, or notice?
WHAT YOUR APP CAN DO.
Your app can combine MongoDB Atlas, AI, search, live updates, maps, charts, and more. Describe the experience you want, not the infrastructure.
MONGODB ATLAS + LLMRemember and generate
Save real app data, then use it to summarize, classify, explain, or draft.
DISCOVERYFind the right result
Search by words and meaning, compare options, or recommend related records.
LIVE EXPERIENCESReact as data changes
Create shared boards, feeds, polls, maps, dashboards, and trends.
PRODUCTION APPUse it beyond the demo
Working controls, persistent data, responsive design, error states, and a live URL.
MONGODB ATLAS IS ALREADY BUILT IN.
Every app gets real MongoDB Atlas persistence. The system designs the data, creates the right indexes, keeps credentials private, and connects the app for you.
SAVEYour app remembers
Records stay available after refresh and across devices.
FINDYour app understands
MongoDB Atlas and Voyage AI can find results by exact words and similar meaning.
CHANGEYour app stays useful
People can create, update, organize, and act on real data.
GO LIVEYour app reaches production
The same tested MongoDB Atlas-backed experience is published at a shareable URL.
01CREATE YOUR APP PLAN
MongoDB .local San Francisco
EXPLORE BEFORE YOU BUILD
See what others are making.
This assistant sits outside the intake form so you can explore the current projects without losing your place.
MongoDB .local San Francisco · PLAN YOUR APP
REVIEW IT. CHANGE IT IF YOU WANT.
No code is running yet. Feedback is optional: approve this plan as written, or ask us to change it first. Stay here until you press “Approve & Build.”
OPTIONAL PLAN CHANGES2 changes left
PLANNING
Waiting for the planning agent
Please stay at this kiosk. Your plan will appear here shortly, and you’ll need to review and approve it before your app can start building.
PROMPT GUARDRAIL
Changes required
TEXT THAT TRIGGERED REVIEW
AGENT FEEDBACK
VIEW TECHNICAL BUILD BRIEFOPTIONAL · READ-ONLY
MongoDB .local San Francisco · YOUR BUILD
YOUR APP IS BUILDING.
We are building, testing, repairing, and deploying your MongoDB Atlas-backed app. You do not need to stay at the kiosk.
Enter the organizer password to open Build Control. No operational data loads before access is confirmed.
Access stays unlocked only in this browser tab.
MongoDB .local San Francisco · OPERATIONS
BUILD CONTROL.
One live view of planning, queue, builds, completed apps, and anything that needs attention.
LIVE FROM ATLAS
ALL SUBMISSIONS0PLANNING0IN PROGRESS0NEEDS ATTENTION0READY0
PROVIDER LIGHTS
Last real service calls
Green succeeded, yellow is waiting or needs a retry, and red failed or is unavailable.
CHECKING
Reading production service history…
WORKER POOL
Live build workers
Only processes with a current heartbeat appear. Click a row for its detailed log console.
0 WORKERS
No current worker heartbeat.
INTERNAL TESTING
Load-test session
Tag submissions and correlate workers, validation, exact model usage, app requests, and resource samples without redeploying.
NO ACTIVE RUN
No internal load-test session has been recorded.
IDEA SCORING
Re-evaluate existing ideas
Checking which completed ideas use an older scoring system…
EVALUATOR —
LIVE APP RECOVERY
Rebuild apps that are not functionally live
Checking failed builds and published app artifacts…
STORED PROMPT OR APPROVED BRIEF
PROMPT SAFETY
Guardrail review queue
Review paused prompts in full context. Approval resumes only the exact paused step; later prompts are checked again.
0 PENDING
No prompts need review.
PRODUCTION HEALTH
Service alerts
Critical alerts pause affected work. Optional enrichment warnings identify real pending work and resolve only after the service succeeds.
0 ACTIVE
No non-critical service warnings.
BUILD RELIABILITY
Validation failures by code
Repeated failure classes are grouped across validation attempts so builder weaknesses are visible during the event.
0 CODES
No measured validation failures.
PROMPT HYGIENE
Duplicates and near duplicates
Review prompt pairs before removing anything. Deleted submissions are archived in MongoDB Atlas for recovery.
0 PAIRS
Scanning stored prompts…
LIVE USAGEROLLING 24 HOURS · AGGREGATED IN ATLAS
CONNECTING
API REQUESTS0PLATFORM CALLSMODEL TOKENS00 IN · 0 OUTATLAS ACTIVITY00 READS · 0 WRITES · NOT PER-OP BILLINGESTIMATED MODEL COST—CATALOG RATES · TOKEN BASED
MODEL COST BREAKDOWNACTUAL TOKENS × GROVE RATE PER 1M
ACTIVE NOW0
WHAT WENT WRONG0
EVERY SUBMISSION0 RESULTS
FINAL JUDGING · 5–6 PM
Choose the individual and team winners
Review the highest-rated eligible projects, open each app, compare Atlas features and live community upvotes, then save one individual and one team selection per judge.