The AI Automators

@UCwvXnrOCRlhokHlJwohf2OA - 62.6K subscribers

We're Alan and Daniel Walsh, two brothers teaching you how to build production-grade AI agents and systems that actually survive real-world use. Most AI content online is incredibly surface-level. We go deeper. With 30+ years of combined experience designing software for real businesses, we cover the stuff that actually matters in production: retrieval at scale, agent harnesses, deployment, security, and architecture decisions that hold up. Expect deep dives on AI agents and frameworks, agentic RAG, Claude Code + coding harness, n8n, and the full stack behind serious AI applications.

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Grok got caught uploading your entire codebase…

Grok got caught uploading your entire codebase… The AI Automators

1.4K views - 10 hours ago

Pi is the Claude Code Killer Nobody Saw Coming...

Pi is the Claude Code Killer Nobody Saw Coming... The AI Automators

6K views - 3 days ago

Unsloth's New Qwen Quants Just Dropped, And...

Unsloth's New Qwen Quants Just Dropped, And... The AI Automators

15K views - 6 days ago

Anthropic Just Published the Playbook for Loops That Run Themselves

Anthropic Just Published the Playbook for Loops That Run Themselves The AI Automators

4.9K views - 1 week ago

Anthropic Quietly Dropped a Free 36-Page Agent Security Playbook. (Claude Code)

Anthropic Quietly Dropped a Free 36-Page Agent Security Playbook. (Claude Code) The AI Automators

3.9K views - 1 week ago

I Ran DeepSeek's New DSpark and Doubled My Qwen3 Model’s Speed (Here’s How)

I Ran DeepSeek's New DSpark and Doubled My Qwen3 Model’s Speed (Here’s How) The AI Automators

14K views - 2 weeks ago

This New Google Format Gives Your AI Agent a Second Brain

This New Google Format Gives Your AI Agent a Second Brain The AI Automators

22K views - 2 weeks ago

Baidu Just Fixed DeepSeek-OCR for Reading Long Documents

Baidu Just Fixed DeepSeek-OCR for Reading Long Documents The AI Automators

8.3K views - 3 weeks ago

How Sakana Fugu Uses a Mixture of Models to Beat Fable 5.

How Sakana Fugu Uses a Mixture of Models to Beat Fable 5. The AI Automators

3.9K views - 3 weeks ago

The New RAG Method that Sees the Page Instead of Reading It

The New RAG Method that Sees the Page Instead of Reading It The AI Automators

13K views - 1 month ago

Anthropic Doesn't Trust An Agent to Both Write and Cite. You Shouldn't Either.

Anthropic Doesn't Trust An Agent to Both Write and Cite. You Shouldn't Either. The AI Automators

5K views - 1 month ago

RAG Just Got Inverted. Here's The Stack That Replaces It.

RAG Just Got Inverted. Here's The Stack That Replaces It. The AI Automators

22K views - 1 month ago

Apple Quietly Solved A Problem Every Tool-Calling Agent Has. Here's The Architecture.

Apple Quietly Solved A Problem Every Tool-Calling Agent Has. Here's The Architecture. The AI Automators

6.9K views - 2 months ago

I Analyzed the Hidden Flaw Breaking Long-Running Agents

I Analyzed the Hidden Flaw Breaking Long-Running Agents The AI Automators

3K views - 2 months ago

Anthropic Quietly Shipped The Memory Layer Your Agent Was Missing. Build It Yourself In A Weekend.

Anthropic Quietly Shipped The Memory Layer Your Agent Was Missing. Build It Yourself In A Weekend. The AI Automators

6.1K views - 2 months ago

Andrej Karpathy's Wiki Idea Was Just Shipped by Pinecone

Andrej Karpathy's Wiki Idea Was Just Shipped by Pinecone The AI Automators

41K views - 2 months ago

OpenAI Just Showed Us What Comes After the Harness. Here's The Layer Almost Everyone's Missing.

OpenAI Just Showed Us What Comes After the Harness. Here's The Layer Almost Everyone's Missing. The AI Automators

41K views - 2 months ago

Anthropic Built It. OpenAI and LangChain Just Responded. You Now Have A Decision To Make.

Anthropic Built It. OpenAI and LangChain Just Responded. You Now Have A Decision To Make. The AI Automators

22K views - 3 months ago

Anthropic Just Dropped the New Blueprint for Long-Running AI Agents.

Anthropic Just Dropped the New Blueprint for Long-Running AI Agents. The AI Automators

180K views - 3 months ago

Andrej Karpathy's Math Proves Agent Skills Will Fail. Here's What to Build Instead.

Andrej Karpathy's Math Proves Agent Skills Will Fail. Here's What to Build Instead. The AI Automators

96K views - 4 months ago

Anthropic Just Changed How Agents Call Tools. I Stole It for My Qwen3.5 Agent

Anthropic Just Changed How Agents Call Tools. I Stole It for My Qwen3.5 Agent The AI Automators

89K views - 4 months ago

Claude Can Now Run 24/7 Without You (Scheduled Tasks)

Claude Can Now Run 24/7 Without You (Scheduled Tasks) The AI Automators

8K views - 4 months ago

Are Agent Skills the New RAG?

Are Agent Skills the New RAG? The AI Automators

17K views - 4 months ago

Automate Anything With Claude Cowork (Full Guide)

Automate Anything With Claude Cowork (Full Guide) The AI Automators

12K views - 5 months ago

I Built an AI Agent That Doesn't Leak Sensitive Data

I Built an AI Agent That Doesn't Leak Sensitive Data The AI Automators

5.7K views - 5 months ago

Are Agentic Workflows Actually a Game-Changer?

Are Agentic Workflows Actually a Game-Changer? The AI Automators

6K views - 5 months ago

Search Is Not Enough — Build AI Agents That Explore

Search Is Not Enough — Build AI Agents That Explore The AI Automators

16K views - 5 months ago

The Complete Agentic RAG Build: 8 Modules, 2+ Hours, Full Stack

The Complete Agentic RAG Build: 8 Modules, 2+ Hours, Full Stack The AI Automators

54K views - 5 months ago

The KEY to Building Reliable AI Agents in n8n

The KEY to Building Reliable AI Agents in n8n The AI Automators

5.5K views - 6 months ago

Unlock DEEP AGENTS with Anthropic’s Agent Harness in n8n

Unlock DEEP AGENTS with Anthropic’s Agent Harness in n8n The AI Automators

12K views - 7 months ago

DEPLOY Fully Private + Local AI RAG Agents (Step by Step)

DEPLOY Fully Private + Local AI RAG Agents (Step by Step) The AI Automators

87K views - 7 months ago

Build Database Agents That Get Smarter With Every Query (n8n)

Build Database Agents That Get Smarter With Every Query (n8n) The AI Automators

14K views - 7 months ago

Make Your AI Agents 10x Smarter with Hybrid Retrieval (n8n)

Make Your AI Agents 10x Smarter with Hybrid Retrieval (n8n) The AI Automators

15K views - 7 months ago

Is Gemini File Search Actually a Game-Changer?

Is Gemini File Search Actually a Game-Changer? The AI Automators

24K views - 8 months ago

800+ Hours of Learning RAG + Agentic Design in 42 mins (n8n Masterclass)

800+ Hours of Learning RAG + Agentic Design in 42 mins (n8n Masterclass) The AI Automators

24K views - 8 months ago

UNLOCK the Power of Graph Agents with Neo4J and n8n

UNLOCK the Power of Graph Agents with Neo4J and n8n The AI Automators

33K views - 8 months ago

This RAG Trick Makes Your AI Agents WAY More Accurate (n8n)

This RAG Trick Makes Your AI Agents WAY More Accurate (n8n) The AI Automators

22K views - 9 months ago

Your RAG Agent Needs a Hybrid Search Engine (n8n)

Your RAG Agent Needs a Hybrid Search Engine (n8n) The AI Automators

19K views - 9 months ago

We Unlocked n8n's BEAST Mode (5,000 Files/Hour)

We Unlocked n8n's BEAST Mode (5,000 Files/Hour) The AI Automators

7K views - 9 months ago

The KEY to Infinitely Scale Your n8n RAG Agents

The KEY to Infinitely Scale Your n8n RAG Agents The AI Automators

5.8K views - 10 months ago

The SMARTER Way to Build RAG Agents (n8n + DeepEval)

The SMARTER Way to Build RAG Agents (n8n + DeepEval) The AI Automators

10K views - 10 months ago

Import EVERYTHING Into Your RAG Agent (Docling & LlamaParse)

Import EVERYTHING Into Your RAG Agent (Docling & LlamaParse) The AI Automators

45K views - 10 months ago

I Deployed a Secure Multi-User AI Agent in n8n

I Deployed a Secure Multi-User AI Agent in n8n The AI Automators

19K views - 11 months ago

How to Build Smarter RAG Database Agents (n8n)

How to Build Smarter RAG Database Agents (n8n) The AI Automators

25K views - 11 months ago

Make your AI Agents 10x Smarter with GraphRAG (n8n)

Make your AI Agents 10x Smarter with GraphRAG (n8n) The AI Automators

150K views - 11 months ago

The One RAG Method for Incredibly Accurate Responses (n8n)

The One RAG Method for Incredibly Accurate Responses (n8n) The AI Automators

16K views - 11 months ago

Watch Me Build + Ship a COMPLEX Web App (Lovable + n8n)

Watch Me Build + Ship a COMPLEX Web App (Lovable + n8n) The AI Automators

26K views - 11 months ago

This One Fix Made Our RAG Agents 10x Better (n8n)

This One Fix Made Our RAG Agents 10x Better (n8n) The AI Automators

11K views - 1 year ago

STOP Prompting—Start Engineering Your AI Agents (n8n)

STOP Prompting—Start Engineering Your AI Agents (n8n) The AI Automators

20K views - 1 year ago

I Deployed A Fully Local RAG Frontend (n8n + Ollama)

I Deployed A Fully Local RAG Frontend (n8n + Ollama) The AI Automators

31K views - 1 year ago

Stop Using RAG for Spreadsheets — Use This Instead (n8n)

Stop Using RAG for Spreadsheets — Use This Instead (n8n) The AI Automators

43K views - 1 year ago

Unlock Multimodal RAG Agents in n8n (Images, Tables & Text)

Unlock Multimodal RAG Agents in n8n (Images, Tables & Text) The AI Automators

28K views - 1 year ago

n8n Just Leveled Up AI Agents (Cohere Reranker)

n8n Just Leveled Up AI Agents (Cohere Reranker) The AI Automators

20K views - 1 year ago

Upgrade Your AI Agents with Fine-Tuning (n8n)

Upgrade Your AI Agents with Fine-Tuning (n8n) The AI Automators

17K views - 1 year ago

I Built a NotebookLM Clone That You Can Sell (n8n + Loveable)

I Built a NotebookLM Clone That You Can Sell (n8n + Loveable) The AI Automators

30K views - 1 year ago

103 AI Automation Concepts you Should Know (n8n)

103 AI Automation Concepts you Should Know (n8n) The AI Automators

3.2K views - 1 year ago

Master n8n in 1 Hour: Automate Workflows & Build AI Agents

Master n8n in 1 Hour: Automate Workflows & Build AI Agents The AI Automators

5.8K views - 1 year ago

This Hybrid RAG Trick Makes Your AI Agents More Reliable (n8n)

This Hybrid RAG Trick Makes Your AI Agents More Reliable (n8n) The AI Automators

40K views - 1 year ago

n8n RAG Masterclass - Build AI Agents + Systems that Actually Work

n8n RAG Masterclass - Build AI Agents + Systems that Actually Work The AI Automators

69K views - 1 year ago

Package Your n8n Workflows Into Full Web Apps (Step-By-Step)

Package Your n8n Workflows Into Full Web Apps (Step-By-Step) The AI Automators

91K views - 1 year ago