Build a Deep-Research Agent in a Day. Yes, really. The Gemini team just dropped a fully open-sourced, production-ready stack for autonomous research. Fork it. Deploy it. Iterate. 🔗 GitHub: lnkd.in/gP533554 What you get out of the box: → A polished UI (React Tailwind shadcn) → A Gemini-powered backend with FastAPI LangGraph → Real-time answer streaming → One-command dev setup with Docker Compose → Trace viewer to watch every step of reasoning Why it matters: → No more blank-slate agents → No more weeks of hacking a workflow → Every node is modular — just swap your own search API or internal docs Build your own: → Research copilots → Domain-specific RAG agents → Autonomous researchers with built-in reflection and citation This stack thinks before it speaks — and tells you where it learned it from. The catch? → It ships with Google Search only → Reflection happens in-prompt → Looping caps at a fixed number of rounds But all of this? Easily modifiable. If you’ve got a weekend and a use case, You’ve now got a working agent. No excuses. #AIEngineering #LangGraph #GeminiAgents #OpenSourceAI #ResearchTools #RAGStack #PaystackStyle #BuildFaster

230,000 views. 915 Instagram followers. 408 on TikTok. That’s not failure. That’s the realest data point in Web3 right now. @KaitoAI just launched one of the most anticipated crypto products… …and walked straight into a wake-up call. 0.56% combined conversion. 0.17% on TikTok. Let that marinate. But here’s the twist: They made the smartest move in the space. They stepped outside the echo chamber. → Beyond Twitter. → Into the real attention markets: TikTok and Instagram. Because here’s what Web3 still doesn’t get: → Crypto Twitter ≠ the internet → Announcements don’t equal adoption → Retweets don’t equal retention → The average human doesn’t even know what a wallet is The numbers speak louder than the hype: 🌍 5.4B people online 🧱 420M crypto users 🔎 That’s less than 8% penetration We’re building for a niche, inside a niche, While pretending we’re changing the world. The next billion? They won’t come from Discord drops or CT threads. They’ll come from: → Side hustle TikToks → Creator reels on Instagram → “How to” YouTube rabbit holes → Sending money to family with zero crypto UX The winners? They’ll make blockchain invisible. And value obvious. → No wallet popups → No connect-to-proceed → No lectures on decentralization → Just utility that feels native Web2 interface. Web3 superpowers. That’s the play. Builders, Creators, Marketers: Break the cycle of building for the same 10,000 users. → Speak human, not protocol. → Make it so simple your mom gets it. → Translate value. Don’t just shout it. → Onboard by inspiring, not instructing. We say “onboard the next billion” — but we still build for the same Discord channels. That’s not adoption. That’s repetition. Kaito didn’t just launch a social strategy. They launched a mirror. And the reflection? Web3 is not ready for the world. But it could be. Build for people. Not protocol nerds. Make crypto disappear. Let value do the talking. That’s how the next era begins. #Web3Growth #OnboardingTheNextBillion #BreakTheChamber #CryptoUX #PaystackStyle #AttentionMarkets