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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
The Agent Orchestration Layer Is Finally Here

The Agent Orchestration Layer Is Finally Here

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1 min read
The Browser Is Becoming an Agent Operating System

The Browser Is Becoming an Agent Operating System

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2 min read
MCP Is Quietly Becoming the USB-C for Agent Infrastructure

MCP Is Quietly Becoming the USB-C for Agent Infrastructure

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4 min read
DeepSeek V4: Million-Token Context That Actually Works

DeepSeek V4: Million-Token Context That Actually Works

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3 min read
GPT 5.5 Is a Workflow Takeover

GPT 5.5 Is a Workflow Takeover

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1 min read
Your Browser Is Becoming a Tool Factory

Your Browser Is Becoming a Tool Factory

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3 min read
DeepSeek V4's Real Innovation Isn't Scale—It's Memory Architecture

DeepSeek V4's Real Innovation Isn't Scale—It's Memory Architecture

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3 min read
Chrome's AI Mode Isn't a Feature—It's a Platform Play

Chrome's AI Mode Isn't a Feature—It's a Platform Play

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4 min read
Your Browser Is Becoming an Agent Operating System

Your Browser Is Becoming an Agent Operating System

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4 min read
Coding Agents Are Breaking Containment

Coding Agents Are Breaking Containment

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3 min read
Million-Token Contexts Are Changing the Agent Programming Model

Million-Token Contexts Are Changing the Agent Programming Model

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4 min read
Agent Labs Are the Infrastructure Pattern Agents Actually Need

Agent Labs Are the Infrastructure Pattern Agents Actually Need

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3 min read
Your Browser Is Becoming an Agent Operating System

Your Browser Is Becoming an Agent Operating System

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3 min read
Skills Are the Interface Pattern AI Was Waiting For

Skills Are the Interface Pattern AI Was Waiting For

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2 min read
The PR Review Bottleneck Is the Real Crisis in AI-Assisted Coding

The PR Review Bottleneck Is the Real Crisis in AI-Assisted Coding

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3 min read
The Tokenmaxxing Debate Misses the Point

The Tokenmaxxing Debate Misses the Point

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3 min read
Agentic AI Needs Different Silicon

Agentic AI Needs Different Silicon

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3 min read
The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else

The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else

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3 min read
The Infrastructure Bet Nobody's Talking About

The Infrastructure Bet Nobody's Talking About

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3 min read
Your Next Training Run Might Be Started by an Agent

Your Next Training Run Might Be Started by an Agent

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3 min read
Prompts Are Tools Now. Chrome Just Made It Official.

Prompts Are Tools Now. Chrome Just Made It Official.

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3 min read
What VAKRA Reveals About Why Agents Actually Fail

What VAKRA Reveals About Why Agents Actually Fail

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3 min read
Your Browser Is Becoming an Agent Runtime

Your Browser Is Becoming an Agent Runtime

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3 min read
Your Agents Are Talking Past Each Other

Your Agents Are Talking Past Each Other

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3 min read
Open Source Agents Are Being Weaponized. Nobody's Prepared.

Open Source Agents Are Being Weaponized. Nobody's Prepared.

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2 min read
The Agent Memory Design Nobody Talks About

The Agent Memory Design Nobody Talks About

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4 min read
Headless Architecture for Agent Infrastructure

Headless Architecture for Agent Infrastructure

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