A real conversation isn’t two people competing to be heard.
It’s two people listening, asking questions, and genuinely trying to understand each other.
You don’t always have to agree. But you should be willing to listen without preparing your next argument.
Good communication isn’t about winning the conversation. It’s about leaving it with a better understanding of each other.
not everything valuable has to come through struggle. some things can come easily and still be worth having.
may something good come to you with ease today 🤍
Not every lead should advance.
Not every prospect needs a proposal.
Not every call is an opportunity.
Good qualification protects your time for the deals you can actually win.
@nikks_techie I’d never give an LLM direct delete access. I’d use a permission layer with scoped access, human approval for destructive actions, and audit logs. Automation should never come at the cost of control
finally got to knw wat is Jev🥳🥳
Jev is getting interesting.
Not because it replaces the big models.
Because it can make you stop calling them for everything.
Imagine:
→ Your coding agent gets 500 files
Jev picks the 8 worth deeper analysis.
→ Your inbox gets 2,000 emails
Jev decides what deserves an LLM.
→ Your agent wants to call a tool
Jev asks: “Is this action actually necessary?”
→ Your RAG retrieves 50 chunks
Jev kills the irrelevant ones before they hit the expensive model.
→ Your production system throws 10,000 events
Jev finds the few that deserve attention.
→ Your AI memory wants to save everything
Jev asks: “Will this matter later?”
The pattern is simple:
Cheap judgment → expensive reasoning only when needed.
Maybe the future isn’t one giant model doing everything.
Maybe it’s thousands of tiny decisions deciding when the giant model gets involved.
Agentic AI interview question:
The agent claims it successfully updated a customer’s address, but the database was never changed.
How would you design the system so the agent can’t declare success without evidence?
🧠 AI Tool of the Day:
AnythingLLM
Want to chat with your documents, run AI agents, and keep your data under your control?
AnythingLLM is an all-in-one AI application for working with LLMs, documents, RAG, agents, and AI workflows.
The interesting part is that you can run it locally instead of sending everything to a hosted AI platform.
What can you do with it?
📄 Chat with PDFs, docs & other files
🔎 Build RAG knowledge bases
🤖 Create AI agents
🧩 Connect tools and data sources
🏠 Run models locally or connect to cloud LLMs
💻 Use it as a self-hosted AI workspace
Your Documents
↓
AnythingLLM
↓
RAG / Knowledge Base
↓
LLM / Local Model
↓
Answers + Agents
Real-world example:
Have 500 company documents?
Instead of searching through them manually:
Upload → index → ask questions → get answers grounded in your data.
What I like about the concept:
One place for LLMs + RAG + agents + your data.
If you’re experimenting with local AI or building your own private RAG setup, AnythingLLM is worth checking out. 👀
Agentic AI interview question:
An agent can refund up to ₹10,000 automatically but needs approval above that.
Where would you enforce this rule:
the prompt, model, tool, or backend?
Agentic AI interview question:
Your agent needs to delete production data. Would you allow the LLM to directly execute the delete command? How would you design the permission layer?
2K Followers 472 FollowingKentucky 🏈💙, 🔺 Behind the veil, beyond the ordinary. I walk with the enlightened. 🌑 Seeking minds ready to see differently. DM “AWAKEN.”
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neler paylaşıyorum: güzel sözler, videolar, bilmeceler, bulmacalar, sorular..
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AI agent tools (x402/MCP) + on-chain meals on Arc
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Daily notes on discipline, family, self-growth & getting unstuck, with AI visuals that bring ideas to life.
59 Followers 543 FollowingBillionairess👸🏾
Problem solver| I turn complex AI systems into a clear idea so founders can effectively automate their workflow.
📩 [email protected]
3K Followers 2K FollowingI write the thoughts I needed when life felt loud.
Daily notes on discipline, family, self-growth & getting unstuck, with AI visuals that bring ideas to life.
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722 Followers 4K Following🔺Wealth, knowledge, influence_your destiny awaits. The path to enlightenment is before you. Only the chosen will rise. Will you answer the call? ✨🔺
1K Followers 1K FollowingAs mentioned by @thsottiaux
i need more FOLLOWS.
GPT 6 IS baby AGI
Don't try to regulate AGI and ASI.
My biggest dream is to meet @sama one day.
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📲 Help YOU build your personal brand online
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2K Followers 3K Following3x founder. Building and testing AI agents, benchmarks & weird experiments. Sharing what works, what fails, and what I learn along the way.