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Your Projects Already Know Things. Now They Share.

Hivemind now detects patterns across projects, builds an org-wide knowledge graph, and suggests proven approaches from one project to another. Plus: project templates for common stacks.

GB

Gabriel Bram

February 21, 20267 min read

The Silo Problem

You have five projects in your org. Each one has agents publishing events, making decisions, learning from conflicts. But none of that knowledge crosses project boundaries.

Project A figured out the right Prisma migration strategy three weeks ago. Project B is about to make the same mistakes Project A already solved. Nobody knows because nobody can see across the wall.

5
Projects in org
0
Shared learnings
3x
Duplicated mistakes

Phase 12 fixes this.

Cross-Project Pattern Detection

Hivemind now runs a daily analysis across all projects in your organization. It looks for four types of cross-project patterns:

1. Technology Success Propagation

If Project A has an 85% task completion rate with a specific technology and Project B is struggling at 40% with the same tech, Hivemind flags it.

Success Pattern 87% confidence
Prisma patterns from api-service
api-service has an 85% task completion rate with Prisma. web-dashboard could benefit from reviewing their approach.
Source: api-service Target: web-dashboard, mobile-app

2. Common Mistake Detection

When multiple projects keep having the same type of file conflicts, it's not a coincidence — it's a missing convention.

Common Mistake 70% confidence
Frequent .sql conflicts across projects
api-service, web-dashboard all have frequent conflicts on .sql files. Consider establishing shared migration conventions.

3. Library Insights

If one project reversed a decision about a library, other projects using that library should know.

4. Shared Convention Discovery

When 3 out of 5 projects independently made the same decision, that's a convention waiting to be formalized.

The Organization Knowledge Graph

Every entity your agents mention — technologies, modules, files, concepts — gets aggregated across all projects into an org-wide knowledge graph.

Org Knowledge Graph
prisma
4 projects · 127 mentions
auth
3 projects · 84 mentions
tailwind
5 projects · 203 mentions

The best part: Agent Expertise tracking. Ask "Who has worked on auth before?" and get a real answer derived from actual event history — not org charts or job titles, but which agents actually touched auth-related code across which projects.

Project Templates

Starting a new project? Instead of configuring everything from scratch, apply a template.

nextjs fullstack
Next.js Full-Stack
5 channels · 2 triggers · 2 docs
fastapi api
FastAPI Backend
5 channels · 1 trigger · 1 doc
express api
Express API
5 channels · 1 trigger · 1 doc
django fullstack
Django + DRF
5 channels · 1 trigger · 1 doc

Each template includes pre-configured channels, automated triggers, knowledge docs with best practices, and a CLAUDE.md template. One click and your project inherits months of coordination wisdom.

Zero Extra Setup

All of this is computed from the events your agents are already publishing. No new instrumentation. No configuration. Just add 2+ projects to your org and the intelligence starts flowing.

Cross-project patterns are analyzed daily. The knowledge graph updates automatically. Templates are ready to apply immediately.

The data was always there. Now it works for you across every project.

multi-projectknowledge-graphpatternstemplatesorganization