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AI Bug Slayer ๐Ÿž

Obsessed with breaking AI to make it better. Hunting bugs and vulnerabilities in intelligent systems, one exploit at a time .

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What Nobody Tells You About Deploying LLMs at Scale

What Nobody Tells You About Deploying LLMs at Scale

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4 min read

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How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup

How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup

Comments
4 min read
The LLM Nobody Talks About That Keeps Showing Up in Production Stacks

The LLM Nobody Talks About That Keeps Showing Up in Production Stacks

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4 min read
Two Years From Now, This Will Be the Only Skill That Matters in AI

Two Years From Now, This Will Be the Only Skill That Matters in AI

Comments
4 min read
The Exact Stack I Use to Build Production AI Agents (No Fluff)

The Exact Stack I Use to Build Production AI Agents (No Fluff)

Comments
4 min read
What Happens When You Run 10 AI Agents at Once in a Real Codebase

What Happens When You Run 10 AI Agents at Once in a Real Codebase

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4 min read
RAG Is Not the Answer. Here's What Developers Are Actually Switching To

RAG Is Not the Answer. Here's What Developers Are Actually Switching To

Comments
4 min read
The Production AI Checklist That Nobody Publishes.

The Production AI Checklist That Nobody Publishes.

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4 min read
The AI Skill Most Developers Are Ignoring (And Why It's About to Matter a Lot)

The AI Skill Most Developers Are Ignoring (And Why It's About to Matter a Lot)

Comments
4 min read
Why Most AI Startups Will Fail at the Same Problem Nobody Is Talking About

Why Most AI Startups Will Fail at the Same Problem Nobody Is Talking About

Comments
4 min read
What Senior AI Engineers Actually Think About the Agent Hype (It's Complicated)

What Senior AI Engineers Actually Think About the Agent Hype (It's Complicated)

Comments
4 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

Comments
4 min read
The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

Comments
4 min read
The Real Reason Big Tech Is Rushing to Ship AI Agents Before the End of the Year

The Real Reason Big Tech Is Rushing to Ship AI Agents Before the End of the Year

Comments 1
5 min read
Multimodal Is Not a Feature Anymore. It's the New Baseline.

Multimodal Is Not a Feature Anymore. It's the New Baseline.

Comments
4 min read
I Talked to 20 AI Engineers This Month. Here's What They're All Worried About

I Talked to 20 AI Engineers This Month. Here's What They're All Worried About

Comments
4 min read
Your Prompt Engineering Is Not the Bottleneck Anymore

Your Prompt Engineering Is Not the Bottleneck Anymore

Comments
4 min read
I Replaced My Entire Research Workflow With AI Agents. Here's What Actually Worked

I Replaced My Entire Research Workflow With AI Agents. Here's What Actually Worked

Comments
4 min read
Context Windows Are Getting Huge. Here's Why That Changes Everything.

Context Windows Are Getting Huge. Here's Why That Changes Everything.

Comments
4 min read
The Hottest AI Framework Right Now Has a Fatal Flaw Nobody Mentions

The Hottest AI Framework Right Now Has a Fatal Flaw Nobody Mentions

Comments
4 min read
The 3 Agent Patterns That Keep Showing Up in Every Successful AI Product

The 3 Agent Patterns That Keep Showing Up in Every Successful AI Product

Comments
4 min read
Your Prompt Engineering Is Not the Bottleneck Anymore

Your Prompt Engineering Is Not the Bottleneck Anymore

Comments
4 min read
Stop Fine-Tuning Your Model. Your Architecture Is the Problem.

Stop Fine-Tuning Your Model. Your Architecture Is the Problem.

Comments
4 min read
Why Retrieval-Augmented Generation Is Harder Than Every Tutorial Makes It Look.

Why Retrieval-Augmented Generation Is Harder Than Every Tutorial Makes It Look.

Comments
4 min read
Why Your AI Agent Keeps Failing in Production (It's Not the Model)

Why Your AI Agent Keeps Failing in Production (It's Not the Model)

Comments
4 min read
Your Prompt Engineering Is Not the Bottleneck Anymore

Your Prompt Engineering Is Not the Bottleneck Anymore

Comments 1
4 min read
Fine-Tuning Is Mostly Theater. Here's What Works Instead.

Fine-Tuning Is Mostly Theater. Here's What Works Instead.

Comments
4 min read
The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

Comments
4 min read
Agents Are Not Magic. Here's the Boring Infrastructure That Makes Them Work.

Agents Are Not Magic. Here's the Boring Infrastructure That Makes Them Work.

Comments
4 min read
The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

Comments
4 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

Comments
4 min read
The Dirty Secret Behind Most AI Agent Demos You See on LinkedIn

The Dirty Secret Behind Most AI Agent Demos You See on LinkedIn

Comments
4 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

Comments
4 min read
Two Years From Now, This Will Be the Only Skill That Matters in AI

Two Years From Now, This Will Be the Only Skill That Matters in AI

Comments
4 min read
Multimodal Is Not a Feature Anymore. It's the New Baseline.

Multimodal Is Not a Feature Anymore. It's the New Baseline.

Comments
4 min read
The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

Comments
4 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

Comments
4 min read
The AI Engineer Job Description Is a Lie. Here's What the Role Actually Is.

The AI Engineer Job Description Is a Lie. Here's What the Role Actually Is.

Comments
5 min read
Your Prompt Engineering Is Not the Bottleneck Anymore

Your Prompt Engineering Is Not the Bottleneck Anymore

Comments
5 min read
Agents Are Not Magic. Here's the Boring Infrastructure That Makes Them Work.

Agents Are Not Magic. Here's the Boring Infrastructure That Makes Them Work.

Comments
5 min read
Everyone's Building AI Agents Wrong and the Logs Prove It

Everyone's Building AI Agents Wrong and the Logs Prove It

Comments
5 min read
What Nobody Tells You About Deploying LLMs at Scale

What Nobody Tells You About Deploying LLMs at Scale

Comments
4 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

Comments
4 min read
Why Retrieval-Augmented Generation Is Harder Than Every Tutorial Makes It Look.

Why Retrieval-Augmented Generation Is Harder Than Every Tutorial Makes It Look.

Comments 1
4 min read
Context Windows Are Getting Huge. Here's Why That Changes Everything.

Context Windows Are Getting Huge. Here's Why That Changes Everything.

Comments
4 min read
Fine-Tuning Is Mostly Theater. Here's What Works Instead.

Fine-Tuning Is Mostly Theater. Here's What Works Instead.

Comments
4 min read
The Model Is Not the Product. Here's What Actually Is.

The Model Is Not the Product. Here's What Actually Is.

Comments
4 min read
LangGraph vs CrewAI vs AutoGen: A Brutally Honest Comparison After 6 Months

LangGraph vs CrewAI vs AutoGen: A Brutally Honest Comparison After 6 Months

Comments
4 min read
The AI Skill Most Developers Are Ignoring (And Why It's About to Matter a Lot)

The AI Skill Most Developers Are Ignoring (And Why It's About to Matter a Lot)

Comments
4 min read
The AI Architecture Decision You Need to Make Before It's Too Late

The AI Architecture Decision You Need to Make Before It's Too Late

Comments
4 min read
Fine-Tuning Is Mostly Theater. Here's What Works Instead.

Fine-Tuning Is Mostly Theater. Here's What Works Instead.

Comments
4 min read
Agents Are Not Magic. Here's the Boring Infrastructure That Makes Them Work.

Agents Are Not Magic. Here's the Boring Infrastructure That Makes Them Work.

Comments
4 min read
The Benchmarks Are Lying to You. Here's How to Actually Evaluate LLMs.

The Benchmarks Are Lying to You. Here's How to Actually Evaluate LLMs.

Comments
4 min read
What Nobody Tells You About Deploying LLMs at Scale

What Nobody Tells You About Deploying LLMs at Scale

Comments
4 min read
I Replaced My Entire Research Workflow With AI Agents. Here's What Actually Worked

I Replaced My Entire Research Workflow With AI Agents. Here's What Actually Worked

1
Comments
4 min read
The Benchmarks Are Lying to You. Here's How to Actually Evaluate LLMs.

The Benchmarks Are Lying to You. Here's How to Actually Evaluate LLMs.

1
Comments
4 min read
The Hottest AI Framework Right Now Has a Fatal Flaw Nobody Mentions

The Hottest AI Framework Right Now Has a Fatal Flaw Nobody Mentions

1
Comments
4 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

Comments
4 min read
What I Learned After Running AI Agents in Production for a Year

What I Learned After Running AI Agents in Production for a Year

1
Comments
4 min read
Stop Fine-Tuning Your Model. Your Architecture Is the Problem.

Stop Fine-Tuning Your Model. Your Architecture Is the Problem.

Comments
5 min read
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