Apoorv Khandelwal 🚀
@brownmind.com
Founder @ BrownMind | We design AI agents and agentic workflows that automate repetitive tasks, streamline operations, cut costs and keep your business running 24/7 — so you can scale faster with less effort.
Learn More 👉 https://www.brownmind.com
Learn More 👉 https://www.brownmind.com
Pinned
Apoorv Khandelwal 🚀
@brownmind.com
· Sep 25
Is Your Business 'AI-Ready'? A 5-Step Checklist for Preparing Your Data and Workflows
Jumping into AI without a plan leads to costly failures. Discover our 5-step checklist to prepare your business for successful AI integration. Learn how to audit workflows, organize data, and build a ...
brownmind.com
🚨 Is your business actually ready for AI?
Or are you about to join the 95% of projects that fail?
This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your...
#AIReadiness #BusinessAutomation
Or are you about to join the 95% of projects that fail?
This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your...
#AIReadiness #BusinessAutomation
Anthropic introduced “Skills,” a new method to create specialised agents using files & folders. Skills are Markdown files that instruct models on tasks, optionally with additional documents and scripts. This feature is expected to surpass the impact of the MCP.
October 20, 2025 at 12:29 PM
Anthropic introduced “Skills,” a new method to create specialised agents using files & folders. Skills are Markdown files that instruct models on tasks, optionally with additional documents and scripts. This feature is expected to surpass the impact of the MCP.
I just launched "Inferno Atlas" for the #PlotlyStudio Hackathon! 🌋 It's an interactive app that lets you explore 12,000 years of global volcanic eruptions. Watch the planet's history unfold and discover the most powerful volcanoes on Earth. Check out: 74af5ffa-86f4-467a-ac66-068733328b77.plotly.app
Dash
74af5ffa-86f4-467a-ac66-068733328b77.plotly.app
October 5, 2025 at 2:27 PM
I just launched "Inferno Atlas" for the #PlotlyStudio Hackathon! 🌋 It's an interactive app that lets you explore 12,000 years of global volcanic eruptions. Watch the planet's history unfold and discover the most powerful volcanoes on Earth. Check out: 74af5ffa-86f4-467a-ac66-068733328b77.plotly.app
🚨 Is your business actually ready for AI?
Or are you about to join the 95% of projects that fail?
This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your...
#AIReadiness #BusinessAutomation
Or are you about to join the 95% of projects that fail?
This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your...
#AIReadiness #BusinessAutomation
Is Your Business 'AI-Ready'? A 5-Step Checklist for Preparing Your Data and Workflows
Jumping into AI without a plan leads to costly failures. Discover our 5-step checklist to prepare your business for successful AI integration. Learn how to audit workflows, organize data, and build a ...
brownmind.com
September 25, 2025 at 6:04 AM
🚨 Is your business actually ready for AI?
Or are you about to join the 95% of projects that fail?
This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your...
#AIReadiness #BusinessAutomation
Or are you about to join the 95% of projects that fail?
This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your...
#AIReadiness #BusinessAutomation
DeepSeek V3.1 (840B) is out! 🚀
Boasting improved coding & agentic benchmarks, it's more cost-effective than Claude 4 Sonnet and shows better token efficiency, reducing "overthinking."
A significant, albeit nuanced, advancement in LLMs!
#AI #DeepSeek #LLMDevelopment
Boasting improved coding & agentic benchmarks, it's more cost-effective than Claude 4 Sonnet and shows better token efficiency, reducing "overthinking."
A significant, albeit nuanced, advancement in LLMs!
#AI #DeepSeek #LLMDevelopment
August 22, 2025 at 2:06 PM
DeepSeek V3.1 (840B) is out! 🚀
Boasting improved coding & agentic benchmarks, it's more cost-effective than Claude 4 Sonnet and shows better token efficiency, reducing "overthinking."
A significant, albeit nuanced, advancement in LLMs!
#AI #DeepSeek #LLMDevelopment
Boasting improved coding & agentic benchmarks, it's more cost-effective than Claude 4 Sonnet and shows better token efficiency, reducing "overthinking."
A significant, albeit nuanced, advancement in LLMs!
#AI #DeepSeek #LLMDevelopment
Alibaba's Qwen team just dropped Qwen-Image, a 20B MMDiT model! 🚀
It rivals GPT-4o in English & beats Flux Kontext Pro in bilingual text rendering & image editing. Plus, it's open-sourced under Apache-2.0!
#AI #MachineLearning #OpenSource
It rivals GPT-4o in English & beats Flux Kontext Pro in bilingual text rendering & image editing. Plus, it's open-sourced under Apache-2.0!
#AI #MachineLearning #OpenSource
August 9, 2025 at 1:02 PM
Alibaba's Qwen team just dropped Qwen-Image, a 20B MMDiT model! 🚀
It rivals GPT-4o in English & beats Flux Kontext Pro in bilingual text rendering & image editing. Plus, it's open-sourced under Apache-2.0!
#AI #MachineLearning #OpenSource
It rivals GPT-4o in English & beats Flux Kontext Pro in bilingual text rendering & image editing. Plus, it's open-sourced under Apache-2.0!
#AI #MachineLearning #OpenSource
Small, open-weight language models are punching above their weight! 👍
A 3B parameter model achieved near-frontier reasoning on health queries using RAG & fine-tuning.
This open-sourced solution offers a cost-effective & transparent alternative. Huge potential!✅
#LLM #AI
tinyurl.com/2apesblq
A 3B parameter model achieved near-frontier reasoning on health queries using RAG & fine-tuning.
This open-sourced solution offers a cost-effective & transparent alternative. Huge potential!✅
#LLM #AI
tinyurl.com/2apesblq
Why we still need small language models – even in the age of frontier AI
Lean, locally run models can unlock huge benefits for public sector and compute-constrained environments
tinyurl.com
July 31, 2025 at 2:57 PM
Small, open-weight language models are punching above their weight! 👍
A 3B parameter model achieved near-frontier reasoning on health queries using RAG & fine-tuning.
This open-sourced solution offers a cost-effective & transparent alternative. Huge potential!✅
#LLM #AI
tinyurl.com/2apesblq
A 3B parameter model achieved near-frontier reasoning on health queries using RAG & fine-tuning.
This open-sourced solution offers a cost-effective & transparent alternative. Huge potential!✅
#LLM #AI
tinyurl.com/2apesblq
I used T3 Chat by which is a good product. However, it fails to perform as well as Claude performs in the Claude App. It may be due to Claude App has some inbuilt system prompts which guides AI better or automatically call tools in artifacts.
Have You tried? What's your experience..
Have You tried? What's your experience..
July 30, 2025 at 4:23 PM
I used T3 Chat by which is a good product. However, it fails to perform as well as Claude performs in the Claude App. It may be due to Claude App has some inbuilt system prompts which guides AI better or automatically call tools in artifacts.
Have You tried? What's your experience..
Have You tried? What's your experience..
Chinese Models: GLM-4.5, Qwen-3-coder & KIMI K2 are seriously creating a dent in Claude's Monopoly among developers. 🚀
It’s like the Deepseek moment. What do you think?🤯
It’s like the Deepseek moment. What do you think?🤯
July 30, 2025 at 12:59 PM
Chinese Models: GLM-4.5, Qwen-3-coder & KIMI K2 are seriously creating a dent in Claude's Monopoly among developers. 🚀
It’s like the Deepseek moment. What do you think?🤯
It’s like the Deepseek moment. What do you think?🤯
🚀 Moonshot AI released Kimi K2 (1T MoE), a 1 trillion parameter open weight model that performed better than GPT-4.1 & on par to Claude 4 sonnet without chain-of-thought, at a lower cost.💡
#AI #OpenSource #MachineLearning
#AI #OpenSource #MachineLearning
July 13, 2025 at 5:27 AM
🚀 Moonshot AI released Kimi K2 (1T MoE), a 1 trillion parameter open weight model that performed better than GPT-4.1 & on par to Claude 4 sonnet without chain-of-thought, at a lower cost.💡
#AI #OpenSource #MachineLearning
#AI #OpenSource #MachineLearning
🧠 Vector Databases + Embedding Models = The secret sauce behind intelligent AI applications
While everyone focuses on LLMs, these two technologies are what make AI actually understand context and retrieve relevant information.
Just wrote a complete 2025 guide:
www.brownmind.com/post/vector-...
#AI
While everyone focuses on LLMs, these two technologies are what make AI actually understand context and retrieve relevant information.
Just wrote a complete 2025 guide:
www.brownmind.com/post/vector-...
#AI
Understanding Vector Databases and Embedding Models for AI-Powered Search
Vector databases and embedding models power modern AI applications like chatbots, semantic search, and RAG pipelines. Learn how they work, when to use them, and explore the best tools available in 202...
www.brownmind.com
July 4, 2025 at 4:31 PM
🧠 Vector Databases + Embedding Models = The secret sauce behind intelligent AI applications
While everyone focuses on LLMs, these two technologies are what make AI actually understand context and retrieve relevant information.
Just wrote a complete 2025 guide:
www.brownmind.com/post/vector-...
#AI
While everyone focuses on LLMs, these two technologies are what make AI actually understand context and retrieve relevant information.
Just wrote a complete 2025 guide:
www.brownmind.com/post/vector-...
#AI
Claude Code is gaining popularity, with users praising its effectiveness and comparing its cost to a junior software engineer’s salary 🚀
This rise is notable despite OpenAI Codex’s dominant market share.
Are you using it?
#ai #anthropic
This rise is notable despite OpenAI Codex’s dominant market share.
Are you using it?
#ai #anthropic
June 21, 2025 at 7:01 AM
Claude Code is gaining popularity, with users praising its effectiveness and comparing its cost to a junior software engineer’s salary 🚀
This rise is notable despite OpenAI Codex’s dominant market share.
Are you using it?
#ai #anthropic
This rise is notable despite OpenAI Codex’s dominant market share.
Are you using it?
#ai #anthropic
A new class of engineering jobs are arising as per Andrew Ng @DeepLearningAI known as GenAI App Engineers. He outlines key skills:
1. Mastering new AI building blocks (RAG, agents, evals) to build powerful apps.
2. Using AI coding tools for rapid engineering.
#ai
1. Mastering new AI building blocks (RAG, agents, evals) to build powerful apps.
2. Using AI coding tools for rapid engineering.
#ai
June 13, 2025 at 7:34 AM
A new class of engineering jobs are arising as per Andrew Ng @DeepLearningAI known as GenAI App Engineers. He outlines key skills:
1. Mastering new AI building blocks (RAG, agents, evals) to build powerful apps.
2. Using AI coding tools for rapid engineering.
#ai
1. Mastering new AI building blocks (RAG, agents, evals) to build powerful apps.
2. Using AI coding tools for rapid engineering.
#ai
The next $300B companies won't be SaaS.🤯
They'll be Vertical AI agents that replace entire human teams, not just software.
We're witnessing a 10x bigger opportunity than the 2000s SaaS revolution.
Read my new blog 👇
www.brownmind.com/post/vertica...
They'll be Vertical AI agents that replace entire human teams, not just software.
We're witnessing a 10x bigger opportunity than the 2000s SaaS revolution.
Read my new blog 👇
www.brownmind.com/post/vertica...
The Next $300B Companies Won’t Be SaaS — They Will Be Vertical AI
Vertical AI agents are poised to disrupt entire industries by automating complex workflows, replacing both software and human teams. Learn why this shift is bigger than the SaaS revolution and where t...
www.brownmind.com
June 6, 2025 at 3:49 PM
The next $300B companies won't be SaaS.🤯
They'll be Vertical AI agents that replace entire human teams, not just software.
We're witnessing a 10x bigger opportunity than the 2000s SaaS revolution.
Read my new blog 👇
www.brownmind.com/post/vertica...
They'll be Vertical AI agents that replace entire human teams, not just software.
We're witnessing a 10x bigger opportunity than the 2000s SaaS revolution.
Read my new blog 👇
www.brownmind.com/post/vertica...
Google just open-sourced DeepSearch! 🚀 Build full-stack AI agents with Gemini 2.5 & LangGraph.
This isn’t the Gemini backend, but a powerful template for experimentation & rapid prototyping.
Check out the repo: github.com/google-gemin...
#AI #LLMs #OpenSource #Gemini
This isn’t the Gemini backend, but a powerful template for experimentation & rapid prototyping.
Check out the repo: github.com/google-gemin...
#AI #LLMs #OpenSource #Gemini
GitHub - google-gemini/gemini-fullstack-langgraph-quickstart: Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph - google-gemini/gemini-fullstack-langgraph-quickstart
github.com
June 5, 2025 at 7:32 PM
Google just open-sourced DeepSearch! 🚀 Build full-stack AI agents with Gemini 2.5 & LangGraph.
This isn’t the Gemini backend, but a powerful template for experimentation & rapid prototyping.
Check out the repo: github.com/google-gemin...
#AI #LLMs #OpenSource #Gemini
This isn’t the Gemini backend, but a powerful template for experimentation & rapid prototyping.
Check out the repo: github.com/google-gemin...
#AI #LLMs #OpenSource #Gemini
🔥 When OpenAI, Microsoft, AND Google all adopt the same protocol within months...You know something BIG is happening!
MCP is revolutionizing AI integration:
✅ Build once, integrate everywhere
✅ Real-time communication
✅ Built-in security
Read why MCP is the future 👇
tinyurl.com/2csjdrtf
#mcp #ai
MCP is revolutionizing AI integration:
✅ Build once, integrate everywhere
✅ Real-time communication
✅ Built-in security
Read why MCP is the future 👇
tinyurl.com/2csjdrtf
#mcp #ai
MCP: The Game-Changing Protocol Revolutionizing AI Integration
Discover how MCP is revolutionizing AI development by standardizing connections between language models and external data sources.
tinyurl.com
June 3, 2025 at 3:31 PM
🔥 When OpenAI, Microsoft, AND Google all adopt the same protocol within months...You know something BIG is happening!
MCP is revolutionizing AI integration:
✅ Build once, integrate everywhere
✅ Real-time communication
✅ Built-in security
Read why MCP is the future 👇
tinyurl.com/2csjdrtf
#mcp #ai
MCP is revolutionizing AI integration:
✅ Build once, integrate everywhere
✅ Real-time communication
✅ Built-in security
Read why MCP is the future 👇
tinyurl.com/2csjdrtf
#mcp #ai
❌ Your automation: "If email contains X, do Y"
✅ AI Agent: "Figure out what this customer needs and handle it"
The difference? One follows rules. The other thinks.
I just wrote about when to use workflows vs AI agents 👇
www.brownmind.com/post/workflo...
#agent #ai #n8n
✅ AI Agent: "Figure out what this customer needs and handle it"
The difference? One follows rules. The other thinks.
I just wrote about when to use workflows vs AI agents 👇
www.brownmind.com/post/workflo...
#agent #ai #n8n
From Workflows to AI Agents: My Journey Through the Automation Evolution
A deep dive into when to use n8n for workflow automation versus switching to agent SDKs like LangChain, CrewAI, or OpenAI's SDK for building autonomous AI agents. Learn about agent intelligence levels...
www.brownmind.com
May 30, 2025 at 4:44 PM
❌ Your automation: "If email contains X, do Y"
✅ AI Agent: "Figure out what this customer needs and handle it"
The difference? One follows rules. The other thinks.
I just wrote about when to use workflows vs AI agents 👇
www.brownmind.com/post/workflo...
#agent #ai #n8n
✅ AI Agent: "Figure out what this customer needs and handle it"
The difference? One follows rules. The other thinks.
I just wrote about when to use workflows vs AI agents 👇
www.brownmind.com/post/workflo...
#agent #ai #n8n
Vercel launched new AI model: v0 LLM🤯
My take: Better this product will be, more we will use it. And the more we use it, higher the chances of vendor lock-in.
What do you think?
#vercel
My take: Better this product will be, more we will use it. And the more we use it, higher the chances of vendor lock-in.
What do you think?
#vercel
May 25, 2025 at 3:28 PM
Vercel launched new AI model: v0 LLM🤯
My take: Better this product will be, more we will use it. And the more we use it, higher the chances of vendor lock-in.
What do you think?
#vercel
My take: Better this product will be, more we will use it. And the more we use it, higher the chances of vendor lock-in.
What do you think?
#vercel
If someone can truly create “her,” it’s only Apple. It has a comprehensive hardware and software ecosystem where individuals can genuinely connect and engage with AI 24/7, utilizing it to perform tasks akin to those depicted in the movie “her.” However.. 🧵👇
May 24, 2025 at 2:05 PM
If someone can truly create “her,” it’s only Apple. It has a comprehensive hardware and software ecosystem where individuals can genuinely connect and engage with AI 24/7, utilizing it to perform tasks akin to those depicted in the movie “her.” However.. 🧵👇
Is Anyone using Google A2A Protocol? As I understand it, the current agent architecture is monolithic, while with A2A, we are entering the era of agent micro-services.
What's your opinion?
#google
What's your opinion?
May 23, 2025 at 7:38 AM
Is Anyone using Google A2A Protocol? As I understand it, the current agent architecture is monolithic, while with A2A, we are entering the era of agent micro-services.
What's your opinion?
#google
What's your opinion?
🤯 Big news in AI! Anthropic just dropped Claude 4 and Sonnet 4, pushing the boundaries of what AI can do.
Claude 4 Opus is built for heavy liftingOpus —think coding for up to 7 hours autonomously. Sonnet 4 shines for everyday tasks, offering strong coding and reasoning.
#AI #Coding #Anthropic
Claude 4 Opus is built for heavy liftingOpus —think coding for up to 7 hours autonomously. Sonnet 4 shines for everyday tasks, offering strong coding and reasoning.
#AI #Coding #Anthropic
May 23, 2025 at 5:33 AM
🤯 Big news in AI! Anthropic just dropped Claude 4 and Sonnet 4, pushing the boundaries of what AI can do.
Claude 4 Opus is built for heavy liftingOpus —think coding for up to 7 hours autonomously. Sonnet 4 shines for everyday tasks, offering strong coding and reasoning.
#AI #Coding #Anthropic
Claude 4 Opus is built for heavy liftingOpus —think coding for up to 7 hours autonomously. Sonnet 4 shines for everyday tasks, offering strong coding and reasoning.
#AI #Coding #Anthropic
The GitHub Copilot Chat extension is becoming Open Source 🤯
Cline @thankscline.bsky.social & Roo Code @roocode.bsky.social are already competing well with Cursor and Windsurf. After this announcement, now I think they will lead this race.
What do you think?
#copilot #ai
Cline @thankscline.bsky.social & Roo Code @roocode.bsky.social are already competing well with Cursor and Windsurf. After this announcement, now I think they will lead this race.
What do you think?
#copilot #ai
May 20, 2025 at 8:48 AM
The GitHub Copilot Chat extension is becoming Open Source 🤯
Cline @thankscline.bsky.social & Roo Code @roocode.bsky.social are already competing well with Cursor and Windsurf. After this announcement, now I think they will lead this race.
What do you think?
#copilot #ai
Cline @thankscline.bsky.social & Roo Code @roocode.bsky.social are already competing well with Cursor and Windsurf. After this announcement, now I think they will lead this race.
What do you think?
#copilot #ai