Turn real-world problems into buildable teams and product work

DevMergeAI collects real-life problems through QR intake, maps builders by skills and interests, and uses an AI PM layer to turn needs into tasks, teams, and Chitraagni-ready product handoffs.

Submit a problem Join as a builder AI PM workspace

QR intake · AI PM drafts · builder matching · future Chitraagni sync

backendfrontendsecuritydesignAIdevopsIoTproduct

QR intake

0 problems

Builders

0 profiles

Assistant mode

Rule-based AI PM draft

Chitraagni

handoff preview only

Matching and team formation

Select a real intake and generate builder fit, missing roles, and a team draft.

Problem

No matches generated yet. Submit profiles and run suggestion.

AI PM / HR assistant panel

Structured outputs only. No user-to-user chat. Drafts are deterministic unless an LLM is connected later.

Select or submit a problem

The assistant will summarize needs, roles, risks, tasks, and Chitraagni handoff structure.

PM tasks will appear after a problem is submitted or selected.

Future Chitraagni sync preview

No live Chitraagni API call yet. This payload is ready for later workspace/feed sync.

{
  "status": "Generate a team formation draft to preview the Chitraagni handoff."
}

QR campaign utility

Use this URL on posters, counters, campuses, meetups, and local problem boards.

Campaign/source code

https://devmergeai.com/?source=college-weekend-builders

Location and weekend collaboration

City, locality, availability, and meetup interest are part of matching, so local teams can form around real needs.

Consent-first intake

Problem and builder submissions require processing and contact consent. Highly sensitive data is discouraged.

Operator data protected

Overview, clusters, and recent submissions require an admin token. Public users cannot browse operator data.

Operator preview

Token-protected founder/admin view. Full route: /operator