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Michael Tuszynski

Cloud architect and technical leader specializing in AWS. Passionate about DevOps, infrastructure as code, and building solutions. Writing about cloud architecture, CI/CD, and engineering leadership.

Pronouns

he/him

Liu's 4 Lines Are the Floor. Build the Ceiling.

Liu's 4 Lines Are the Floor. Build the Ceiling.

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6 min read
Agentic Coding Isn't the Trap. Supervising From Your Head Is.

Agentic Coding Isn't the Trap. Supervising From Your Head Is.

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5 min read
Your Agent's Compliments Are a Confession

Your Agent's Compliments Are a Confession

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5 min read
Three Memory Systems Under One Login. Stop Picking Sides.

Three Memory Systems Under One Login. Stop Picking Sides.

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5 min read
Stop Adopting AI. Start Exposing Your Context.

Stop Adopting AI. Start Exposing Your Context.

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5 min read
The 'Agent-Only' Role That Wasn't

The 'Agent-Only' Role That Wasn't

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5 min read
Stop Turning Your Cron Jobs Into Agents

Stop Turning Your Cron Jobs Into Agents

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5 min read
Getting Customers to Trust an Agent That Acts on Their Behalf

Getting Customers to Trust an Agent That Acts on Their Behalf

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7 min read
Getting Your Own Team to Actually Use the Agent You Built

Getting Your Own Team to Actually Use the Agent You Built

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6 min read
Opus 4.7 Isn't Slower. Your Prompts Are.

Opus 4.7 Isn't Slower. Your Prompts Are.

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8 min read
Your Claude Plugin Marketplace Needs More Than a Git Repo

Your Claude Plugin Marketplace Needs More Than a Git Repo

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4 min read
The Model Doesn't Matter. The Harness Does.

The Model Doesn't Matter. The Harness Does.

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4 min read
AI Agents Are Killing Seat-Based SaaS Pricing. Here's What's Replacing It.

AI Agents Are Killing Seat-Based SaaS Pricing. Here's What's Replacing It.

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5 min read
38% of AI Answers Are Wrong — And It's Your Prompt's Fault

38% of AI Answers Are Wrong — And It's Your Prompt's Fault

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3 min read
Building a Plugin Marketplace for AI-Native Workflows

Building a Plugin Marketplace for AI-Native Workflows

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5 min read
Context Engineering Is the New Prompt Engineering

Context Engineering Is the New Prompt Engineering

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5 min read
AWS Frontier Agents: What $50/Hour Pen Testing and $30/Hour SRE Means for Platform Teams

AWS Frontier Agents: What $50/Hour Pen Testing and $30/Hour SRE Means for Platform Teams

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4 min read
The systems behind enterprise AI adoption success - IBM

The systems behind enterprise AI adoption success - IBM

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5 min read
Why Enterprise AI Infrastructure is Going Hybrid – and Geographic

Why Enterprise AI Infrastructure is Going Hybrid – and Geographic

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5 min read
Enterprise AI has an 80% failure rate. The models aren't the problem. What is?

Enterprise AI has an 80% failure rate. The models aren't the problem. What is?

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5 min read
Beyond Comprehension Debt: Why Context Architecture Is the Real AI Moat

Beyond Comprehension Debt: Why Context Architecture Is the Real AI Moat

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9 min read
Why does nobody teach the infrastructure problems that destroy developer productivity before production breaks

Why does nobody teach the infrastructure problems that destroy developer productivity before production breaks

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5 min read
The AI CapEx Arms Race Is Coming for Your Cloud Bill

The AI CapEx Arms Race Is Coming for Your Cloud Bill

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4 min read
Your Platform Team Needs an Agent Policy — Yesterday

Your Platform Team Needs an Agent Policy — Yesterday

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5 min read
Building Resilient Microservices: Lessons from Production

Building Resilient Microservices: Lessons from Production

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5 min read
Lessons from the Consulting Trenches: A Guide to Professional Engagements

Lessons from the Consulting Trenches: A Guide to Professional Engagements

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3 min read
Secure Terraform Deployments on AWS with GitHub Actions and OIDC

Secure Terraform Deployments on AWS with GitHub Actions and OIDC

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4 min read
Exploring the Intersection of Machine Learning and Intelligent Document Processing

Exploring the Intersection of Machine Learning and Intelligent Document Processing

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3 min read
Unlocking the Secrets of AI: Fine-Tuning vs Retrieval-Augmented Generation - Which Will Revolutionize Your Projects?

Unlocking the Secrets of AI: Fine-Tuning vs Retrieval-Augmented Generation - Which Will Revolutionize Your Projects?

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6 min read
Slash Your Build Times: Hacks to Revolutionize Container Deployments

Slash Your Build Times: Hacks to Revolutionize Container Deployments

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3 min read
Groundhog Day and Cloud Security: Learning from Repetition

Groundhog Day and Cloud Security: Learning from Repetition

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3 min read
2024: An exciting year for video.

2024: An exciting year for video.

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4 min read
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