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Aamer Mihaysi profile picture

Aamer Mihaysi

AI Engineer building agentic systems, RAG pipelines & multi-agent swarms. LLM tuning, production MLOps, open-source first. Making AI practical and deployable.

Location Qatar, Doha Joined Joined on  Personal website https://www.mehaisi.com github website
When the Model Finds 27-Year-Old Bugs: Anthropic's Project Glasswing

When the Model Finds 27-Year-Old Bugs: Anthropic's Project Glasswing

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3 min read
Anthropic Just Released a Model Too Dangerous for Public Use. They Called It Project Glasswing.

Anthropic Just Released a Model Too Dangerous for Public Use. They Called It Project Glasswing.

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3 min read
Anthropic Just Released a Model So Dangerous They Gave It to Only Security Researchers

Anthropic Just Released a Model So Dangerous They Gave It to Only Security Researchers

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2 min read
Your Phone Now Has Its Own Agent Skills. Google Just Showed Us What That Means.

Your Phone Now Has Its Own Agent Skills. Google Just Showed Us What That Means.

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2 min read
The Vibe-Coding Trap: When AI Helps You Start but Hurts Your Architecture

The Vibe-Coding Trap: When AI Helps You Start but Hurts Your Architecture

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2 min read
Claude Is Running a $50K Portfolio With Zero Human Override. The Implications Go Beyond Finance.

Claude Is Running a $50K Portfolio With Zero Human Override. The Implications Go Beyond Finance.

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2 min read
The SQL Playground That Understands Your Questions Before You Ask Them

The SQL Playground That Understands Your Questions Before You Ask Them

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3 min read
Anthropic Did Not Build a Chatbot. They Built an OS.

Anthropic Did Not Build a Chatbot. They Built an OS.

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3 min read
The Chatbot Died. The AI Workspace Was Born.

The Chatbot Died. The AI Workspace Was Born.

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Anthropic Stopped Building a Chatbot and Started Building an AI Operating System

Anthropic Stopped Building a Chatbot and Started Building an AI Operating System

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The Security Tool You Build After Using AI to Find Bugs for Months

The Security Tool You Build After Using AI to Find Bugs for Months

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4 min read
AI Agents Just Got Their Own Bank Accounts. Here's What Changes.

AI Agents Just Got Their Own Bank Accounts. Here's What Changes.

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4 min read
The Cognitive Debt No One Talked About Until Coding Agents Arrived

The Cognitive Debt No One Talked About Until Coding Agents Arrived

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4 min read
Vulnerability Research Is Cooked: What AI Just Did to Security

Vulnerability Research Is Cooked: What AI Just Did to Security

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4 min read
Gemma 4 and the On-Device AI Revolution No One Prepared You For

Gemma 4 and the On-Device AI Revolution No One Prepared You For

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4 min read
Computer Use Is the New Chat: Why the Interface Changed Everything

Computer Use Is the New Chat: Why the Interface Changed Everything

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Andrej Karpathy Just Taught Us How to Make Skills That Actually Work

Andrej Karpathy Just Taught Us How to Make Skills That Actually Work

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4 min read
Mastercard and Google Are Building the Trust Layer for AI That Spends Money

Mastercard and Google Are Building the Trust Layer for AI That Spends Money

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The Gap Between Agent Demos and Agent Production

The Gap Between Agent Demos and Agent Production

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Agents Need Passports Before They Need Wallets

Agents Need Passports Before They Need Wallets

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The Missing Piece in Agent Payments Just Arrived

The Missing Piece in Agent Payments Just Arrived

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Why Your Agent Can Use a Database but Cant Delete a File

Why Your Agent Can Use a Database but Cant Delete a File

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The Latency Lie: Why Your Agent Is Slower Than You Think

The Latency Lie: Why Your Agent Is Slower Than You Think

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The Evaluation Gap: Why We Dont Know If Agents Are Getting Better

The Evaluation Gap: Why We Dont Know If Agents Are Getting Better

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The State Problem: Why Most Agents Cant Remember What They Just Did

The State Problem: Why Most Agents Cant Remember What They Just Did

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Why Your Agent Needs a Contract (Not Just a Prompt)

Why Your Agent Needs a Contract (Not Just a Prompt)

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The Memory Problem Every Agent Framework Ignores

The Memory Problem Every Agent Framework Ignores

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The Debugging Problem Nobody Solves: How Do You Inspect a Running Agent?

The Debugging Problem Nobody Solves: How Do You Inspect a Running Agent?

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The Retry Pattern That Breaks Your Agent (And the One That Works)

The Retry Pattern That Breaks Your Agent (And the One That Works)

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The Tool Calling Problem: Why Most Agents Are Just Chatbots with Buttons

The Tool Calling Problem: Why Most Agents Are Just Chatbots with Buttons

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Why Your Agent Works Great in Demos But Fails in Production

Why Your Agent Works Great in Demos But Fails in Production

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The Hidden Cost of Context: Why Your Agent Is Expensive and Slow

The Hidden Cost of Context: Why Your Agent Is Expensive and Slow

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The Agent Orchestration Problem Nobody Talks About

The Agent Orchestration Problem Nobody Talks About

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The Agent That Grades Its Own Homework: Why Self-Auditing AI Is the Next Frontier

The Agent That Grades Its Own Homework: Why Self-Auditing AI Is the Next Frontier

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When Claude Code Leaked, It Didnt Expose Secrets - It Exposed Priorities

When Claude Code Leaked, It Didnt Expose Secrets - It Exposed Priorities

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The 70% to 94% Problem: Why Your AI Skills Are Probably Wrong

The 70% to 94% Problem: Why Your AI Skills Are Probably Wrong

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Your Agent Needs a Passport Before It Needs a Wallet

Your Agent Needs a Passport Before It Needs a Wallet

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3 min read
The Context Window Isnt Memory: Why AI Agents Keep Forgetting What Matters

The Context Window Isnt Memory: Why AI Agents Keep Forgetting What Matters

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2 min read
The Folder That Makes Claude Code Your Best Engineer

The Folder That Makes Claude Code Your Best Engineer

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Why Anthropic Stopped Building a Chatbot and Started Building an Operating System

Why Anthropic Stopped Building a Chatbot and Started Building an Operating System

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Six Months in AI Feels Like Six Years: What Changed Since Q4 2025

Six Months in AI Feels Like Six Years: What Changed Since Q4 2025

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The CLAUDE.md Pattern: Why Your AI Agent Needs a README

The CLAUDE.md Pattern: Why Your AI Agent Needs a README

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The Memory Problem in AI Agents: Why Thinking Isnt Enough

The Memory Problem in AI Agents: Why Thinking Isnt Enough

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Local AI Agents Are Your New Quality Gate (And Why That Matters)

Local AI Agents Are Your New Quality Gate (And Why That Matters)

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Why Claude Mobile Proves Embedded Tools Beat Plugins for AI Agents

Why Claude Mobile Proves Embedded Tools Beat Plugins for AI Agents

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The Developer Evolution: What Actually Changes When AI Writes Code

The Developer Evolution: What Actually Changes When AI Writes Code

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The Speed-Smart Tradeoff Nobody Talks About in Coding Agents

The Speed-Smart Tradeoff Nobody Talks About in Coding Agents

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Your Agent Can Think. But It Keeps Forgetting Everything.

Your Agent Can Think. But It Keeps Forgetting Everything.

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The Memory Gap: Why Your Agent Forgets What It Just Learned

The Memory Gap: Why Your Agent Forgets What It Just Learned

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The Identity Layer Nobody Built: Why AI Agents Need Passports Before They Can Spend

The Identity Layer Nobody Built: Why AI Agents Need Passports Before They Can Spend

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The Trust Layer Nobody Built: Why AI Agents Need Verification Before They Can Spend

The Trust Layer Nobody Built: Why AI Agents Need Verification Before They Can Spend

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The Infinite Loop Problem: When AI Agents Get Stuck in Their Own Reasoning

The Infinite Loop Problem: When AI Agents Get Stuck in Their Own Reasoning

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The Permission Problem: Why Your AI Agent Is One Mistake Away From Disaster

The Permission Problem: Why Your AI Agent Is One Mistake Away From Disaster

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The AI Code Debt Nobody Tracks

The AI Code Debt Nobody Tracks

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The Amnesia Tax: Why Stateless Agents Are Eating Your Margins

The Amnesia Tax: Why Stateless Agents Are Eating Your Margins

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The Configuration Layer We Forgot About: Why AI Agents Need Structure More Than Smarts

The Configuration Layer We Forgot About: Why AI Agents Need Structure More Than Smarts

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The Context Window Is the New Memory Architecture

The Context Window Is the New Memory Architecture

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Why AI Tech Debt Hits Different (And What to Do About It)

Why AI Tech Debt Hits Different (And What to Do About It)

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4 min read
The API Surface Is the New Product. Revolut Just Proved It

The API Surface Is the New Product. Revolut Just Proved It

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2 min read
Claude Skills Are Not Prompts. They Are Trained Behaviors

Claude Skills Are Not Prompts. They Are Trained Behaviors

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2 min read
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