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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
Voice Assistants Run Weaker Models By Design

Voice Assistants Run Weaker Models By Design

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1 min read
Gemma 4 and the Architecture of On-Device AI

Gemma 4 and the Architecture of On-Device AI

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3 min read
Agents That Learn on the Job Are the Only Agents That Survive

Agents That Learn on the Job Are the Only Agents That Survive

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2 min read
Agents That Learn From Production Are the Only Agents That Matter

Agents That Learn From Production Are the Only Agents That Matter

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2 min read
ChatGPT Voice Mode Runs on GPT-4o. That's the Problem.

ChatGPT Voice Mode Runs on GPT-4o. That's the Problem.

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3 min read
Static Agents Are Already Legacy Code

Static Agents Are Already Legacy Code

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3 min read
Safetensors Joins PyTorch Foundation: Infrastructure Growing Up

Safetensors Joins PyTorch Foundation: Infrastructure Growing Up

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3 min read
Project Glasswing: When AI Capability Outpaces Containment

Project Glasswing: When AI Capability Outpaces Containment

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3 min read
Your Agents Are Stuck in Training Mode

Your Agents Are Stuck in Training Mode

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1 min read
Embeddings Just Went Multimodal: What Sentence Transformers 5.4 Means for RAG

Embeddings Just Went Multimodal: What Sentence Transformers 5.4 Means for RAG

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2 min read
Meta's Muse Spark Has 16 Tools and a Secret Weapon: Your Instagram Posts

Meta's Muse Spark Has 16 Tools and a Secret Weapon: Your Instagram Posts

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3 min read
The Tool Harness Meta Didnt Tell You About

The Tool Harness Meta Didnt Tell You About

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2 min read
When AI Models Expose Their Tools: The Transparency Pattern Changing Agent Development

When AI Models Expose Their Tools: The Transparency Pattern Changing Agent Development

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Anthropic Just Did Something Unprecedented: They Hid Their Best Security Model

Anthropic Just Did Something Unprecedented: They Hid Their Best Security Model

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2 min read
Meta's New Model Has 16 Tools. Here's What They Do.

Meta's New Model Has 16 Tools. Here's What They Do.

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3 min read
Meta Just Revealed Its Agent Architecture. The Tool List Tells Us Everything.

Meta Just Revealed Its Agent Architecture. The Tool List Tells Us Everything.

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3 min read
Anthropic Just Built a Model Too Dangerous to Release. They Called It Mythos.

Anthropic Just Built a Model Too Dangerous to Release. They Called It Mythos.

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Anthropic Found a Cheat Code for Enterprise AI. It Bought Customers Instead of Building Them.

Anthropic Found a Cheat Code for Enterprise AI. It Bought Customers Instead of Building Them.

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2 min read
Ramp Built a CLI for AI Agents. Visa Should Be Worried.

Ramp Built a CLI for AI Agents. Visa Should Be Worried.

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3 min read
GLM-5.1: The 754B Open Model That Writes Animated SVG

GLM-5.1: The 754B Open Model That Writes Animated SVG

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The Chinese Open-Source Model That Draws Pelicans Better Than GPT-4o

The Chinese Open-Source Model That Draws Pelicans Better Than GPT-4o

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2 min read
Your AI Agent Gets Dumber the More You Teach It. Skill Graphs Are the Fix.

Your AI Agent Gets Dumber the More You Teach It. Skill Graphs Are the Fix.

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3 min read
Anthropic Just Did Something Unprecedented: They Kept a Model Because It Was Too Good at Hacking

Anthropic Just Did Something Unprecedented: They Kept a Model Because It Was Too Good at Hacking

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3 min read
Anthropic Just Admitted Their New Model Is Too Dangerous to Release

Anthropic Just Admitted Their New Model Is Too Dangerous to Release

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3 min read
Anthropic Just Announced Project Glasswing: AI That Finds Zero-Day Vulnerabilities

Anthropic Just Announced Project Glasswing: AI That Finds Zero-Day Vulnerabilities

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3 min read
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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4 min read
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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3 min read
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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4 min read
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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3 min read
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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3 min read
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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2 min read
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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2 min read
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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2 min read
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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2 min read
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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1 min read
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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2 min read
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