All Episodes
52 Weeks of Cloud — 225 episodes
ELO Ratings Questions
The 2X Ceiling: Why 100 AI Agents Can't Outcode Amdahl's Law"
Plastic Shamans of AGI
The Toyota Way: Engineering Discipline in the Era of Dangerous Dilettantes
DevOps Narrow AI Debunking Flowchart
No Dummy, AI Isn't Replacing Developer Jobs
The Narrow Truth: Dismantling IntelligenceTheater in Agent Architecture
The Pirate Bay Hypothesis: Reframing AI's True Nature
Claude Code Review: Pattern Matching, Not Intelligence
Deno: The Modern TypeScript Runtime Alternative to Python
Reframing GenAI as Not AI - Generative Search, Auto-Complete and Pattern Matching
Academic Style Lecture on Concepts Surrounding RAG in Generative AI
Pragmatic AI Labs Interactive Labs Next Generation
Meta and OpenAI LibGen Book Piracy Controversy
Rust Projects with Multiple Entry Points Like CLI and Web
Python Is Vibe Coding 1.0
DeepSeek R2 An Atom Bomb For USA BigTech
Why OpenAI and Anthropic Are So Scared and Calling for Regulation
Rust Paradox - Programming is Automated, but Rust is Too Hard?
Genai companies will be automated by Open Source before developers
Debunking Fraudulant Claim Reading Same as Training LLMs
Pattern Matching Systems like AI Coding: Powerful But Dumb
Comparing k-means to vector databases
K-means basic intuition
Greedy Random Start Algorithms: From TSP to Daily Life
Hidden Features of Rust Cargo
Using At With Linux
Assembly Language & WebAssembly: Technical Analysis
Strace
Free Membership to Platform for Federal Workers in Transition
Ethical Issues Vector Databases
Vector Databases
xtermjs and Browser Terminals
Silicon Valley's Anarchist Alternative: How Open Source Beats Monopolies and Fascism
Are AI Coders Statistical Twins of Rogue Developers?
The Automation Myth: Why Developer Jobs Aren't Being Automated
Maslows Hierarchy of Logging Needs
TCP vs UDP
Logging and Tracing Are Data Science For Production Software
The Rise of Expertise Inequality in Age of GenAI
Rise of the EU Cloud and Open Source Cloud
European Digital Sovereignty: Breaking Tech Dependency
What is Web Assembly?
60,000 Times Slower Python
Technical Architecture for Mobile Digital Independence
What I Cannot Create, I Do Not Understand
Rise of Microcontainers
Software Engineering Job Postings in 2025 And What To Do About It
Container Size Optimization in 2025
Tech Regulatory Entrepreneurship and Alternative Governance Systems
Websockets
Corporate America: A life of Quiet Desperation and How To Resist and Escape
Memory Allocation Strategies with Zig
AI Propaganda
Looking at Zig Optimization Matrix
Wage Slavery in America
Programming Language Evolution: Data-Driven Analysis of Future Trends
Why Corporate America and VC Funded Startups are Scams
Why I Like Rust Better Than Python
UN Digital Rights Violations: Big Tech's Ongoing Global Impact
Can we learn from Food Regulation in EU with Tech Regulation?
False Promise of Lack of Regulation for Europe
Gaslighting Your Way to Responsible AI
Rust Interactive Labs Launch
Musk 20-Year Old Goons Ransacking EU Capitols in 2030
How Can EU Stop Ransacking of Democracy from Big Tech and Tech Oligarchs
UBI for OpenAI?
Why DeepSeek Culture Beats American Tech Culture
YES, Download DeepSeek-R1 TODAY and Tell Your Neighbor To Do It Too!
NVidia Short Risk: GPU Alternative in China
DeepSeek Is Not A Sputnik Moment It Is Classic Open Source
Will Commercial Closed Source LLM Die to SGI and Solaris Unix?
OpenAI Red Flags Common to FTX, Theranos, Enron and WeWork
DeepSeek exposes Americas Monopoly and Oligarchy Problem
dual-model-deepseek-coding-workflow
Accelerating GenAI Profit to Zero
YAML Inputs to LLMs
Deep Seek and LLM Profit to Zero
Context Driven Development
Thoughts on Makefiles
Pragmatic AI Labs Platform Updates 12/26/2024
Introducing the Pragmatic AI Labs Platform
DevOps: من تويوتا إلى السحابة
DevOps演进：从丰田到云计算
Evolución DevOps: De Toyota a la Nube
DevOps Evolution: From Toyota to the Cloud
Código Limpio en Python: La Clave para un Desarrollo de Software Exitoso
What is Amazon Bedrock?
Writing Clean Testable Code
The Little Data Thief Who Could: Chapter Ten (The End)-Atherton Mutant Lizard Battle Royale
The Little Data Thief Who Could: Chapter Nine-Bay Area Billionairism Manifesto
The Little Data Thief Who Could: Chapter Eight-Billionaires Bedazzle
The Little Data Thief Who Could: Chapter Seven-An Eyeball for Data Theft (Narrated with Cloned Voice)
The Little Data Thief Who Could: Chapter Six-Lizard Lair
The Little Data Thief Who Could: Chapter Five-Mutants Walk Amongst Us
The Little Data Thief Who Could: Chapter Four-Stealing the Future with Spycams
The Little Data Thief Who Could: Chapter Three-Mud Wrestling in Kauai
Little Data Thief Who Could: Episode Two-Honey Pot
Little Data Thief Who Could: Episode One
Silicon Valley Collapse, a Science Fiction Short Story by Noah Gift
AI Generated Podcast-The French Revolution 2.0? - Navigating Digital Rights in the Age of AI
AI-Assisted via Notebook LLM: Episode Summary and Podcast Notes: Serverless Data Engineering with Rust
Installing and Using Cargo Lambda Overview
What is Cargo Lambda?
What is Function as a Service?
Build a cup vs wash a cup: Rust vs Python
What is AWS Lambda?
Broken Economic Models in Tech That Hurt Humans At Scale
Human Rights From French Revolution to Digital Age
Spotting and Debunking Tech Propaganda
Digital Rights of Humans in the Age of AI
The Rise of Linux Desktop for Professionals
AWS Global Infrastructure: Regions, Availability Zones, and Edge Locations
Cattle, Not Pets: The Smartphone Trap
Cuckoo Egg Dilemma: Creator vs Consumer
Why You Need A Repairable and Upgradeable Linux Laptop
Launching World's Most Comprehensive Cloud Computing Program
DS500 Launch Tackles Challenges and Opportunities in Life Long Learning
Cloud Economics: Understanding AWS Pricing and Cost Optimization
Year of the Dumbphone
Leaving Apple Ecosystem in 2024 Livestream & Q/A Post WWDC
The Pragmatic AI Labs Alternative University
Title: Cloud Computing Fundamentals: Models, Services, and AWS Overview
AWS Billing and Support: Managing Costs and Leveraging Expertise
AWS Well-Architected Framework: Designing Reliable and Efficient Cloud Solutions
AWS Cloud Security: Shared Responsibility and Best Practices
AWS Elastic Services: Scaling and Load Balancing in the Cloud
AWS Database Services: Managed Solutions for Diverse Needs
AI Amplifies, Agile Delivers: Prioritizing Fundamentals in Tech Adoption
AWS Virtual Private Cloud (VPC) and CloudFront
AWS Storage Services: EBS, S3, EFS, and Glacier
Small Models, Big Potential: The Edge Computing Revolution
Introduction to Essential AWS Services
Productivity Hacks of Highly Effective People
Mastering Lifelong Learning Through Goal-Setting
The Cloud Talent Gap
🦀 Rust + 🤖 LLMs: 🚀 Supercharge MLOps & AI Ethics
Software Grows like Trees, Not Playgrounds
Five Whys Fix Failures
The Pitfalls of Rigid Agile
Perpetuating Harm - How AI Can Reinforce and Spread Bias
Regulatory Entrepreneurship and AI - Changing Laws Through Market Domination
🤖 Automate Data Pipelines with Step Functions-AWS Data Engineering-Part 10
Who Pays the Price? Negative Externalities of AI Systems
📊 Choosing the Best Data Analytics and Visualization Tools on AWS
🤝 Python, Rust, MLOps, and Ethics - A Balanced Perspective-PyCon-Dubai-2023
Perfect Competition in AI - The Race to Zero Profits
AWS Academy Machine Learning Module - Models, Data, Infrastructure
Generative AI Race to the Bottom - Game Theory and Suboptimal Outcomes
Comparing Big Data Processing: Hadoop, Spark, EMR, and Hudi
Securing Data Storage in Modern Architectures
The Tragedy of the AI Commons - Ethical Dilemmas of Generative Models
Ingesting Data by Batch vs Streaming with AWS Services
Examining Business Models: Free Riders, Rent Seekers, Platforms and Products
Key Concepts for Preparing Data in ML Pipelines
Data Engineering Design Principles from AWS-Part 3
Intro Data Engineering Part 2: Data Drive Organizations
AWS re:Invent 2023 Highlights
Unleashing Responsible AI with Claude on AWS
AWS Bedrock: A Foundation for Responsible AI
Ethical AI Conversation with Johan Cedmar-Brandstedt
Introduction to Data Engineering on AWS
AWS Security Certification: Incident Response
solopreneurship
EP: 48.0 AWS Security Certification module6 logging monitoring
O'Reilly Author Anna Skoulikari-Learning Git
AWS Security Ep. 2, Module 5: Data Protection
AWS Security Ep. 2, Module 4: Securing Infrastructure
AWS Security Ep. 2, Module 3: IAM
Ole Olesen-Bagneux Author of
O'Reilly Author Adi Polak
Jason McCampbell- Rust @Wallaroo.AI
Maxime-DAVID-Serverless-with-Rust
43.0-aws-security-certification-module2-intro-aws-security
SRE Mindset for MLOPs: A talk in late 2022 about problems in MLOPs
52 weeks off AWS Certified Developer Wrapup (Final Session)
Enterprise MLOps Interviews: Doris Xin, Founder of Linea.AI
52 Weeks AWS Cert Developer Continued API Gateway
Nic Stone CTO of Crul - discusses building automated data pipelines
Arvs Lat_ Author of Machine Learning Engineering on AWS
Lewis Tunstall and Leandro von Werra of Hugging Face discuss MLOps
Ville Tuulos-Metaflow-MLOps-Conversation
Dhanasekar Sundararaman Duke Phd in Computer Engineering and Microsoft Researcher
interview-ceo-abacus-ai-mlops-end-to-end-platforms
52-weeks-aws-certified-developer-lambda-serverless
Enterprise MLOps Interview-Simon Stiebellehner
52-weeks-aws-certified-developer-sns-sqs-managed-queues
52-weeks-aws-certified-developer-containers
52-weeks-aws-Python guru Brian Ray
52 Weeks AWS_ Episode 33-Certified-Developer-Part5-Cloudfront
52 Weeks AWS_ Episode 32-Certified-Developer-Part4-DynamoDB
52 Weeks AWS_ Episode 31-Certified-Developer-Part3-S3
Hugging-Face-Enterprise-MLOps-Interview: Julien Simon
MLOps with Head of Duke Artificial Intelligence PI MS Program
Real-world-AWS-MLOps-with-Malcolm-Smith-Fraser-Duke-MIDS-Alumni
52weeks-aws-episode28-AWS Developer Certification-Part 1-Developing
52weeks-aws-episode28-Wrap up AWS ML Certification
52weeks-aws-episode27-sagemaker-pipeline
52 Weeks of Cloud Episode 28: Conversation with Piero Molino and Ludwig/Predibase
52 weeks AWS: EP 26 ml cert sagemaker pipelines part1
52 Weeks of AWS-Episode 25: AWS ML Certification: What is ML?
52 Weeks of AWS: Introduction to AWS ML Certification
52 Weeks of AWS Episode 23: Bridging to Solutions Architect Certification
52 weeks AWS: Episode 22 Solutions Architect: Planning for Disaster
52 weeks AWS: Episode 21 Solutions Architect: Building Microservices
52 weeks AWS: Episode 20 Solutions Architect: Decouple
52 weeks AWS: Episode 19 Solutions Architect Caching
52-weeks-aws-solutions-architect-automate-infrastructure-with-cloud-formation-beanstalk-opswork
52 Weeks of AWS Episode 17: Elasticity for Solutions Architect
52 Weeks of AWS Episode 16: Securing Users for Solutions Architect
52 Weeks of AWS Episode 15 (13-B): Connecting Networks for Solutions Architect
52 Weeks of AWS Episode 14: Networking for Solutions Architect
52 Weeks of Cloud: Episode 12- GPT-3 Book Authors Shubham Shubham and Sandra Kublik
52 Weeks AWS: Episode 11- Solutions Architect Part 3-Databases
52 Weeks of AWS Episode 10-Solutions Architect-Part2-EC2
52 Weeks of AWS Episode 9B-Solutions Architect
52 Weeks of AWS Episode 9:AWS Cookbook
52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
52 Weeks of AWS Episode 7: Developing with High Level Services
52 Weeks of AWS Episode 6: Cloud Practitioner Part4 Final
52 Weeks of AWS Episode 5: Cloud Practitioner Part3 + Network and Content Delivery, Compute Storage"
52 Weeks of AWS: Episode 4: AWS Cloud Practitioner Part 2
52 Weeks of AWS: Episode 3: AWS Cloud Practitioner Part 1
52 Weeks of AWS: Episode 2: Reinvent 2021 and Getting Started with AWS
52 Weeks of AWS: Episode 1: O'Reilly C# on AWS book overview