AI Assistant: Coming Soon

Work together.
Actually together.

Real-time workspaces where teams align, build, and ship together.

Engineering SprintQ1 2026
To Do3

Auth refactor

API rate limiting

DB migrations

In Progress2

Workspace settings

Message reactions

Review1

File uploads v2

Team Online3 of 5
S

Sarah Chen

Designer

A

Alex Kumar

Developer

M

Maria Garcia

PM

J

James Wilson

Developer

E

Emily Taylor

Marketing

Channels
general12
development
design
random
AI Project AssistantComing Q2 2026

Ask questions about your project's history, decisions, and context.

"What did we decide about the authentication flow?"

Thinking...

Everything your team needs.

Built-in tools to collaborate, manage tasks, and ship — all in real-time.

One platform.No integrations needed.

Workspaces & Projects

Organize by team, client, or goal. Structured, accessible, and always in sync.

Design System RefreshIn Progress
API v3 IntegrationReview
Marketing Campaign Q2To Do

Real-Time Chat

Public channels, private DMs, instant sync. Never miss a conversation.

Task Management

Organize tasks, set assignees and due dates. Track progress in real-time.

Live Collaboration

See who's online, typing, and editing. Stay in sync with your team.

SC
Online
AK
Online
MG
Away
JW
Online

Platform

One platform. Everything connected.

Every feature works together in real-time — chat, tasks, projects, and AI.

Workspaces
Chat
Projects
Tasks
AI
MongoDB
Redis
Vector Store

Coming Q2 2026

Project-scoped AI

Each project gets a RAG assistant trained on its own messages, tasks, and decisions. Ask anything. Get answers from your team's actual history.

rag.query(project="backend-api-v2")
"What did we decide about authentication?"
scope_filterBackend API v2
2ms
vector_search847 passages indexed
38ms
context_assembly3 relevant passages found
12ms
llm_generateResponse ready
640ms
response

We chose JWT with refresh tokens based on the Nov 12 architecture review. The decision prioritized stateless auth for horizontal scaling and reduced server-side session state.

Sources

@sarahin #backend-chatNov 12
Task #247in Auth DecisionNov 12
@mikein #standupNov 14

Project-scoped

Each assistant sees only its project. No cross-contamination between workspaces.

Citation-grounded

Every answer includes the source messages, tasks, and decisions it drew from.

Onboarding-ready

New team members ask questions on day one. No waiting for context.

Zero hallucinations

Grounded retrieval means answers stay within what your team actually wrote.

Implementation: multi-tenant vector store · context isolation · scoped LLM generation · cited responses

Stack

Next.js 16React 19TypeScriptNode.jsSocket.IOMongoDBRedisTailwind CSS v4ZodFramer MotionRAG · LangChainNext.js 16React 19TypeScriptNode.jsSocket.IOMongoDBRedisTailwind CSS v4ZodFramer MotionRAG · LangChain

CollabFlow Beta

Build with your team,
starting now.

Free during beta. No credit card required. Real-time collaboration and AI that knows your project.

No credit cardFree during beta2-minute setupCancel anytime