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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.

Location San Francisco, CA Joined Joined on  Email address mike@mpt.solutions Personal website https://www.mpt.solutions github website twitter website

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Production LLM Guardrails: 8 Controls Every AI Team Needs
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Production LLM Guardrails: 8 Controls Every AI Team Needs

#aiengineering #llm #promptengineering #agentengineering
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5 min read
The Knowledge Base Is Not the Moat. The Loop Is.
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The Knowledge Base Is Not the Moat. The Loop Is.

#agentengineering #platformengineering #aitooling #developertools
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5 min read
The AI Didn't Delete Your Database. Your Missing Agent Pipeline Did.
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The AI Didn't Delete Your Database. Your Missing Agent Pipeline Did.

#agentengineering #platformengineering #devops #aitooling
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6 min read
Liu's 4 Lines Are the Floor. Build the Ceiling.
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Liu's 4 Lines Are the Floor. Build the Ceiling.

#claudecode #agentengineering #platformengineering #developertools
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6 min read
Agentic Coding Isn't the Trap. Supervising From Your Head Is.
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Agentic Coding Isn't the Trap. Supervising From Your Head Is.

#agentengineering #claudecode #platformengineering #developertools
1
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5 min read
Your Agent's Compliments Are a Confession
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Your Agent's Compliments Are a Confession

#agentengineering #claudecode #platformengineering #developertools
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5 min read
Three Memory Systems Under One Login. Stop Picking Sides.
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Three Memory Systems Under One Login. Stop Picking Sides.

#platformengineering #aiagents #vendorlockin #developertools
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5 min read
Stop Adopting AI. Start Exposing Your Context.
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Stop Adopting AI. Start Exposing Your Context.

#aiadoption #contextengineering #mcp #platformengineering
2
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5 min read
The 'Agent-Only' Role That Wasn't
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The 'Agent-Only' Role That Wasn't

#identitysecurity #entraid #aiagents #microsoft
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5 min read
Stop Turning Your Cron Jobs Into Agents
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Stop Turning Your Cron Jobs Into Agents

#platformengineering #agenticai #automation #infrastructure
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5 min read
Getting Customers to Trust an Agent That Acts on Their Behalf
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Getting Customers to Trust an Agent That Acts on Their Behalf

#agenticai #aiadoption #productengineering #customertrust
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7 min read
Getting Your Own Team to Actually Use the Agent You Built
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Getting Your Own Team to Actually Use the Agent You Built

#agenticai #platformengineering #devrel #aiadoption
1
Comments
6 min read
Opus 4.7 Isn't Slower. Your Prompts Are.
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Opus 4.7 Isn't Slower. Your Prompts Are.

#ai #claude #anthropic #llms
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8 min read
Your Claude Plugin Marketplace Needs More Than a Git Repo
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Your Claude Plugin Marketplace Needs More Than a Git Repo

#claudecode #platformengineering #ai #enterpriseai
1
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4 min read
The Model Doesn't Matter. The Harness Does.
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The Model Doesn't Matter. The Harness Does.

#ai #agents #platformengineering #llm
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4 min read
AI Agents Are Killing Seat-Based SaaS Pricing. Here's What's Replacing It.
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AI Agents Are Killing Seat-Based SaaS Pricing. Here's What's Replacing It.

#ai #saas #platformengineering #finops
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5 min read
38% of AI Answers Are Wrong — And It's Your Prompt's Fault
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38% of AI Answers Are Wrong — And It's Your Prompt's Fault

#ai #promptengineering #llm #machinelearning
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3 min read
Building a Plugin Marketplace for AI-Native Workflows
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Building a Plugin Marketplace for AI-Native Workflows

#ai #claudecode #plugins #devtools
1
Comments 1
5 min read
Context Engineering Is the New Prompt Engineering
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Context Engineering Is the New Prompt Engineering

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

#aws #aiagents #devops #security
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4 min read
The systems behind enterprise AI adoption success - IBM
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The systems behind enterprise AI adoption success - IBM

#ai #architecture #dataengineering #systems
2
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5 min read
Why Enterprise AI Infrastructure is Going Hybrid – and Geographic
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Why Enterprise AI Infrastructure is Going Hybrid – and Geographic

#news #ai #architecture #cloud
1
Comments
5 min read
Enterprise AI has an 80% failure rate. The models aren't the problem. What is?
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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
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Beyond Comprehension Debt: Why Context Architecture Is the Real AI Moat

#ai #engineeringleadership #technicaldebt #contextarchitecture
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9 min read
Why does nobody teach the infrastructure problems that destroy developer productivity before production breaks
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Why does nobody teach the infrastructure problems that destroy developer productivity before production breaks

#devops #learning #productivity #softwareengineering
1
Comments
5 min read
The AI CapEx Arms Race Is Coming for Your Cloud Bill
Cover image for The AI CapEx Arms Race Is Coming for Your Cloud Bill
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The AI CapEx Arms Race Is Coming for Your Cloud Bill

#news #ai #cloudcomputing #googlecloud
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4 min read
Your Platform Team Needs an Agent Policy — Yesterday
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Your Platform Team Needs an Agent Policy — Yesterday

#platformengineering #ai #security #devops
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5 min read
Building Resilient Microservices: Lessons from Production
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Building Resilient Microservices: Lessons from Production

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5 min read
Lessons from the Consulting Trenches: A Guide to Professional Engagements
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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
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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
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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?
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Unlocking the Secrets of AI: Fine-Tuning vs Retrieval-Augmented Generation - Which Will Revolutionize Your Projects?

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

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

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3 min read
2024: An exciting year for video.
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2024: An exciting year for video.

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4 min read
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