Every AI model you have used is built to talk to you - chat.
Jev is different. No lengthy chats, no paragraphs. u jev, it answers: "yes, 93% (probability score)" or "option B."
Weird idea, it just might be the insanely useful kind of AI. I'll break it down this week
China's Killing US in AI Models?
Qwen (Chinese) - 3 billion
Google's - 418 million
Meta's - 227 million
Downloads of Open source models
Source: Hugging Face
The Old Internet is Dying?
- Agents Wallet - Why would u need that?
- Agentic Internet - Think of it this way
1) You own website - but ChatGpt is stealing your traffic
2) Solution - Charge Agents for accessing your website
3) How ? - 402 payment required - Agent pays 3 cents
Openclaw - building a personailized travel agent , it will remember ur preferences like food choice, seat (aisle or window), seat row, frequent flyer nos (auto applied) among other things. Any feedback is appreciated
The Right Things to Automate
✅ Automate (invisible to clients):
Invoices
Data entry & reporting
Scheduling
Simple email replies
🚫 Don’t automate (client-facing):
Relationships
Strategy
Complex decisions
First impressions
Automation is leverage — use it wisely.
#AgenticAI
Building with CrewAI?
Don’t just build — measure.
Use https://t.co/1xLTe3SZNf to evaluate agentic performance, trace failures, and optimize reasoning steps.
Insightful observability = smarter agents.
#AgenticAI#CrewAI#PortkeyAI#LLMObservability#AIEngineering
Agentic RAG isn’t just about retrieval — it’s about reasoning with structure.
That’s why I keep going back to LlamaIndex.
Originally conceived as an indexing layer, it natively understands context, structure & agent orchestration.
Perfectly suited for Agentic RAG.
#AgenticAI
🚀 Prototyping vs Production?
🧠 CrewAI – Perfect for building MVPs & fast agentic workflows
⚙️ LangGraph – Built for production-grade, deployable AI agents on client infra
Use the right tool at the right time.
#AI#AgenticAI#LangGraph#CrewAI#MVP#startup
3/3 📊 No-code: Manus, OpenAI Deep Research 🖱️ Built for managers & non-technical users. Easiest to use — just prompt and go.
Pick the stack that fits your team's strengths. AgentOps ≠ 1-size-fits-all. 💡
1/3 Want to integrate agent workflows into your org? Here's a quick breakdown:
💻 Code: LangGraph, LangChain, LlamaIndex, SmolAgents, AutoGen
🔧 Best for devs who need deep integration & full control. Ideal for custom, production-grade setups.
Ai Agents Colab tutorial - using Langchain & Gemini or openai, Tools - duckduckgo search , google search (using serper API) . Comment if you learnt anything from playing with it https://t.co/emovbJTNgk
@DigitalTurbine - Trying to migrate from Adcolony to Digital turbine. Submitted a request about a week ago to open a new DT exchange acct. No response. Please ask someone to contact me at optimizemyapps[at]https://t.co/bim7TBZm13
#Flutterflow fam, I asked question on community:
https://t.co/CWQ6uzqlNk
Below is the question:
Firebase User SignUp - How to setup conditional Action , if user signup Successful then do something. Its not allowing me to select user reference. What do I do?