Hey r/MachineLearning , r/LLM , r/artificial , and fellow AI builders! 👋

AI is absolutely nuts right now—agentic systems, multi-agent workflows, LLMs doing wild stuff. I couldn't just spectate, so I built NextGenChat , my open-source project for creating full AI agencies you control: https://github.com/AmmarAlasad/NextGenChat

🔥 Core Idea: Your Personal AI Agency Assemble a dream team of specialized AI agents with unique identities:

Programmer Agent 🛠️ – writes code, debugs, builds

Software Tester Agent 🧪 – tests, validates, finds bugs

Marketing Agent 📈 – campaigns, trends, messaging

Research Agent 🔍 – data digging, insights, analysis

...or any custom roles you want!

The magic:

Invite agents to groups/projects – they collaborate like a real team

Assign tasks – they work together (+ your guidance) to ship results

Tools including MCP browser control – real-world actions

One unified system vs. juggling multiple OpenClaw instances

🧠 Smart Collaboration (No Chaos) Multi-agent nightmare = everyone talking at once. Fixed with:

Smart context management – tracks history, project state

Wake-up instructions + pickup – right agent responds when needed

Natural handoffs – "Tester, check Programmer's code"

Example workflow:

textYou: "Build startup landing page" → Programmer drafts HTML/CSS/JS → Marketing suggests copy/design → Tester validates responsive/SEO → Research pulls competitor data → Team ships final version 🎯 Why I Built This Pure experimentation playground to:

Master agent architectures + orchestration

Test LLMs, tool calling, context systems

Make multi-agent accessible for builders

Hands-on building, breaking, iterating. That's the real fun.

⚠️ CRITICAL WARNING ⚠️ textSUPER EARLY STAGE PROTOTYPE • No agent isolation yet • Shared context/tools = risky • Use AT YOUR OWN RISK • Don't run on important systems/data • Need multi-agent experience to use safely • Could be dangerous if misused 🚀 What's Next Agent sandboxing + isolation

Persistent memory + better toolchains

Non-dev friendly UI

More example workflows

Feedback welcome! What's your multi-agent setup? Context struggles? Agent war stories?

Try it (carefully), fork it, break it safely. Let's push this forward!

Repo: https://github.com/AmmarAlasad/NextGenChat

#AI #AgenticAI #MultiAgent #LLM #OpenSource #openclaw #codex #claude

nextGenChat

[留言]

为什么值得关注

能改变理解方式，而不只是重复常识；有直接可用的方法、工具或操作价值；它提供了新的理解或解释，而不只是表面观点

来源：reddit，领域：projects，保留分：0.63