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MCP gave your agent tools. A2A gives your agent teammates.Two AIs. Different frameworks. Different teams. One protocol. ...
31/05/2026

MCP gave your agent tools. A2A gives your agent teammates.

Two AIs. Different frameworks. Different teams. One protocol. One conversation.

That's Agent2Agent - the open standard that lets AI agents discover each other, delegate tasks, and collaborate without any custom integration code.

Now governed by the Linux Foundation. Already used in enterprise agent systems. Almost zero coverage on Indian tech channels.

Build it yourself in 30 minutes 👇
→ Agent Cards for discovery
→ JSON-RPC 2.0 for communication
→ FastAPI + Groq, fully free stack
→ Two agents that actually hire each other

A PDF Version of the complete Guide is shared with our Exclusive Instagram Subscribers 👑. Get access to it with 1000+ other FREE Resources for just Rs.45 per month❗️. Click subscirbe button in profile and check exclusive highlights to access it.

Follow for daily AI notes 📝,tips ⚙️ and interview Q&A 🎯

[dataanalytics, artificialintelligence, deeplearning, bigdata, agenticai, aiagents, statistics, dataanalysis, datavisualization, analytics, datascientist, neuralnetworks, 100daysofcode, llms, datasciencebootcamp, ai]

Gen AI Engineer Interview Kit (2026 Edition):📘 80+ Interview Q&As - every topic, fully answered🗺️ 12-Week daily study ro...
30/05/2026

Gen AI Engineer Interview Kit (2026 Edition):

📘 80+ Interview Q&As - every topic, fully answered
🗺️ 12-Week daily study roadmap (week by week)
⚡ System Design guide with architecture diagrams
💻 5 production project guides with starter code
📊 RAG + Agents + LLMOps + Resume playbook

The most complete GenAI interview prep kit available.

Bundled at → ₹199 🔥Less than a moview ticket 🎬

https://superprofile.bio/vp/gen-ai-developer-interview-kit-2026-edition

Hi Friends,The GenAI engineering job market in 2026 has more open roles than qualified candidates, with AI skills carryi...
30/05/2026

Hi Friends,

The GenAI engineering job market in 2026 has more open roles than qualified candidates, with AI skills carrying a 56% salary premium over non-AI roles. Most prep resources are either outdated or too shallow to pass a real technical interview at a serious company.

I spent the last several weeks building something different.

The Gen AI Engineer Interview Kit (2026 Edition) is a complete preparation resource built around what companies are actually hiring for right now.

Here is what is included:

- 12-week study roadmap with mini projects
- Core concepts guide at production depth
- System design guide with architecture diagrams
- 80+ interview Q&As with full answers
- 5 project guides with working starter code
- Resume and job search playbook

All code has been verified against current 2026 library versions. No deprecated patterns, no outdated frameworks.

199 rupees. Instant access.

Get it here: https://superprofile.bio/vp/gen-ai-developer-interview-kit-2026-edition

The reason ChatGPT Voice feels instant isn't the model. It's the transport layer.HTTP: request → wait → response → wait ...
29/05/2026

The reason ChatGPT Voice feels instant isn't the model. It's the transport layer.

HTTP: request → wait → response → wait → play back WebRTC: audio streams in real-time, pipeline runs in parallel

The difference: 4 seconds vs 300ms.

LiveKit is the open-source WebRTC company whose stack runs under some of the biggest voice products in the world. Their Agents SDK is free. Runs on your laptop.

I just built a voice agent with it using Deepgram + Gemini. Speaks. Listens. Interrupts itself when you talk over it. 60 lines of Python.

→ Streaming STT with Deepgram Nova-3 (fastest production model)
→ Gemini 2.5 Flash LLM (300ms time-to-first-token)
→ Google TTS that starts before the LLM finishes
→ Barge-in handling - interrupt it mid-sentence
→ Free tier - LiveKit Cloud + Deepgram + Google AI Studio

A PDF Version of the complete Guide is shared with our Exclusive Instagram Subscribers 👑. Get access to it with 1000+ other FREE Resources for just Rs.45 per month❗️. Click subscirbe button in profile and check exclusive highlights to access it.

📲 Follow for Daily Notes 📝, Tips ⚙️ and Interview QA🏆

[dataanalytics, artificialintelligence, deeplearning, bigdata, agenticai, aiagents, statistics, dataanalysis, datavisualization, analytics, datascientist, neuralnetworks, 100daysofcode, llms, datasciencebootcamp, ai]

5 agents. 5 topics. Running at the same time.Not a loop. Not a queue. Parallel ex*****on.While you read one headline - t...
27/05/2026

5 agents. 5 topics. Running at the same time.

Not a loop. Not a queue. Parallel ex*****on.

While you read one headline - this system wrote five briefs.

Built with LangGraph's Send API:
→ One routing function fans out all agents
→ Each agent searches + summarises independently
→ Results merge back through a single reducer
→ Full briefing delivered in under 10 seconds
→ 100% free tier - Groq + Tavily, no credit card

This is the architecture pattern behind production AI pipelines. And you can build it today in 60 Minute.

A PDF Version of the complete Guide is shared with our Exclusive Instagram Subscribers 👑. Get access to it with 1000+ other FREE Resources for just Rs.45 per month❗️. Click subscirbe button in profile and check exclusive highlights to access it.

📲 Follow for Daily Notes 📝, Tips ⚙️ and Interview QA🏆

[dataanalytics, artificialintelligence, deeplearning, bigdata, agenticai, aiagents, statistics, dataanalysis, datavisualization, analytics, datascientist, neuralnetworks, 100daysofcode, llms, datasciencebootcamp, ai]

Your AI forgets you the moment you close the tab. mem0 fixes that.→ Every message - facts extracted automatically → Fact...
25/05/2026

Your AI forgets you the moment you close the tab. mem0 fixes that.

→ Every message - facts extracted automatically
→ Facts stored in Qdrant on your local disk
→ Next session - relevant facts injected before the LLM sees your message
→ The model replies like it knows you. Because now it does.

One persistent store. Two sessions. Zero repeated introductions.

A PDF Version of the complete Guide is shared with our Exclusive Instagram Subscribers 👑. Get access to it with 1000+ other FREE Resources for just Rs.45 per month❗️. Click subscirbe button in profile and check exclusive highlights to access it.

📲 Follow for Daily Notes 📝, Tips ⚙️ and Interview QA🏆

[dataanalytics, artificialintelligence, deeplearning, bigdata, agenticai, aiagents, statistics, dataanalysis, datavisualization, analytics, datascientist, neuralnetworks, 100daysofcode, llms, datasciencebootcamp, ai]

Your RAG answers questions. But is it accurate? Or just confident?There's a difference. And without numbers, you can't t...
23/05/2026

Your RAG answers questions. But is it accurate? Or just confident?

There's a difference. And without numbers, you can't tell.

RAGAS gives you 4 metrics that measure exactly where your pipeline breaks:

→ Faithfulness — is your LLM hallucinating?
→ Answer Relevancy — does the answer address the question?
→ Context Precision — is your retriever pulling noise?
→ Context Recall — is it missing critical chunks?

No ground truth needed for 2 of the 4. Free to run. Gemini 2.5 Flash as the evaluator.

This is how production teams evaluate RAG before shipping.

A PDF Version of the complete Guide is shared with our Exclusive Instagram Subscribers 👑. Get access to it with 1000+ other FREE Resources for just Rs.45 per month❗️.

📲 Follow for Daily Notes 📝, Tips ⚙️ and Interview QA🏆

[dataanalytics, artificialintelligence, deeplearning, bigdata, agenticai, aiagents, statistics, dataanalysis, datavisualization, analytics, datascientist, neuralnetworks, 100daysofcode, llms, datasciencebootcamp, ai]

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