Conflux — Shared AI Team Memory
No context files. No Slack messages. No copy-paste. Just a file save.
Conflux automatically extracts architectural decisions from your code changes and shares them across your entire team's AI assistants — in real time.
The Problem
AI coding assistants are single-player. Each developer's AI starts blind — it doesn't know what your teammates decided. This causes:
- Architectural drift — two people implement the same thing differently
- Wasted re-explanation — everyone re-types the same context into their AI
- Lead developer bottleneck — only the person who built it can explain it
How It Works
- You save a file → Conflux detects the change
- AI summarizes → "Using JWT-based auth with Supabase"
- Stored locally → decision goes into your project's Team Brain
- Synced instantly → every teammate's AI can now query it
- No manual work → it all happens in the background
The Demo
Two machines. Same project. Both have Conflux.
- Machine B asks its AI: "How should I implement login?" → generic answer
- Machine A implements Supabase Auth + JWT and saves the file
- Conflux extracts the decision automatically
- Machine B asks again → correct, team-aware answer
No context file. No Slack message. No copy-paste. Just a file save.
Quick Start
1. Install
Search "Conflux" in the VS Code Extensions tab, or download from the Marketplace.
Works on VS Code, Cursor, Windsurf, and Google Antigravity.
2. Start Coding
That's it. Conflux runs in the background:
- Extracts decisions from your code changes
- Shows them in the sidebar (🧠 icon)
- Displays the latest decision in the status bar
3. Connect Your Team
Ctrl+Shift+P → Conflux: Start a New Project → share the 6-digit code with teammates.
Teammates install Conflux, then: Ctrl+Shift+P → Conflux: Join Your Team → enter the code.
Done. All decisions sync in real time.
Features
| Feature |
Description |
| 🧠 Auto-Extract |
Detects code changes and extracts architectural decisions using AI |
| 📄 Decision Timeline |
Beautiful sidebar with timestamped, searchable decision cards |
| 👥 Team Presence |
See who's online and what they're working on |
| 🔌 MCP Integration |
Your AI assistant queries the Team Brain automatically |
| ⏳→✅ Confidence |
Pending (file save) upgrades to Confirmed (git commit) |
| 🔄 Real-time Sync |
Decisions appear on all teammates' machines in < 5 seconds |
| 🌐 Offline-First |
Works without internet; syncs when reconnected |
Commands
| Command |
Description |
Conflux: Ask Team Brain |
Ask a question — AI answers using team decisions |
Conflux: Start a New Project |
Create a project and get a 6-digit team code |
Conflux: Join Your Team |
Join a teammate's project with their code |
Conflux: Show Status |
Show how many decisions are stored |
Conflux: Refresh Decisions |
Refresh the sidebar |
Built With
- AI Backend: AMD MI300X (Qwen 2.5 72B) with Groq fallback
- Embedding: On-device CPU via Transformers.js (no GPU needed)
- Vector Store: Vectra (embedded, file-based, zero config)
- Sync: Supabase Realtime Broadcast
- MCP: Python SDK over stdio
Built For
AMD Slingshot Hackathon 2026 — Generative AI for Everyone
License
MIT
