From Cover to Codehttps://www.covertocode.com/From Cover to Code is a technology book club! In each season of the show, hosts Angela Andrews and Michael Jenkins read tech books, try out the code, and discuss what they learn. Expect practical takeaways and lively conversations on software development, artificial intelligence, cloud computing, and more.]]>enTechnology2025https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/759ec808f09fde81c3264ed1bbfc8306.jpgFrom Cover to Codehttps://www.covertocode.com/Mon, 27 Apr 2026 02:40:38 +0000Cover to CodeCover to Codehello@covertocode.comFrom Cover to Code is a technology book club! In each season of the show, hosts Angela Andrews and Michael Jenkins read tech books, try out the code, and discuss what they learn. Expect practical takeaways and lively conversations on software...From Cover to Code is a technology book club! In each season of the show, hosts Angela Andrews and Michael Jenkins read tech books, try out the code, and discuss what they learn. Expect practical takeaways and lively conversations on software development, artificial intelligence, cloud computing, and more.]]>false60198bb9-75dd-519e-aff0-17d5142a5757episodicS4E7: Did We Pass? Reflecting on the AIF-C01 Examhttps://www.spreaker.com/episode/s4e7-did-we-pass-reflecting-on-the-aif-c01-exam--71663061
They look back at how well the book aligned to the official AWS exam guide, share what actually helped during their final days of prep, compare testing-center experiences, and talk through what future exam takers should focus on most. The episode also reflects on what it was like to use a book as the backbone of certification prep and sets up what’s next for the podcast.

Whether you are preparing for the AWS Certified AI Practitioner exam yourself or just want a candid debrief on study strategy, exam-day logistics, and lessons learned, this episode brings the season to a strong finish.

Book covered in this season:
  • "AWS Certified AI Practitioner Study Guide" by Tom Taulli

Video Chapters:

  • 00:00 Did We Pass?
  • 03:16 Book Wrap-Up
  • 10:01 Study Prep Strategies
  • 18:39 Make a Study Plan
  • 21:58 Testing Center Experience
  • 28:50 The Results Reveal
  • 32:06 Key Exam Takeaways
  • 42:29 What’s Next: Terraform

Your hosts:
  • Angela Andrews - @scooterphoenix
  • Michael Jenkins - @managedkaos

Next up:
  • "Terraform: Up & Running, Third Edition".

Don’t forget to like, subscribe, and follow along for the next season of From Cover to Code. Join the conversation and share your own certification prep lessons, testing-center experiences, and AWS AI Practitioner takeaways.

#FromCoverToCode #AWS #AIFC01 #AICertification #AWSCertifiedAIPractitioner #GenerativeAI #CloudComputing #Terraform

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/71663061Mon, 27 Apr 2026 02:30:28 +0000Cover to CodeIn this Season 4 finale of From Cover to Code, Angela Andrews and Michael Jenkins close the loop on their journey through *AWS Certified AI Practitioner Study Guide* and finally reveal whether they passed the AWS AIF-C01 exam. They look back at how...
They look back at how well the book aligned to the official AWS exam guide, share what actually helped during their final days of prep, compare testing-center experiences, and talk through what future exam takers should focus on most. The episode also reflects on what it was like to use a book as the backbone of certification prep and sets up what’s next for the podcast.

Whether you are preparing for the AWS Certified AI Practitioner exam yourself or just want a candid debrief on study strategy, exam-day logistics, and lessons learned, this episode brings the season to a strong finish.

Book covered in this season:
  • "AWS Certified AI Practitioner Study Guide" by Tom Taulli

Video Chapters:

  • 00:00 Did We Pass?
  • 03:16 Book Wrap-Up
  • 10:01 Study Prep Strategies
  • 18:39 Make a Study Plan
  • 21:58 Testing Center Experience
  • 28:50 The Results Reveal
  • 32:06 Key Exam Takeaways
  • 42:29 What’s Next: Terraform

Your hosts:
  • Angela Andrews - @scooterphoenix
  • Michael Jenkins - @managedkaos

Next up:
  • "Terraform: Up & Running, Third Edition".

Don’t forget to like, subscribe, and follow along for the next season of From Cover to Code. Join the conversation and share your own certification prep lessons, testing-center experiences, and AWS AI Practitioner takeaways.

#FromCoverToCode #AWS #AIFC01 #AICertification #AWSCertifiedAIPractitioner #GenerativeAI #CloudComputing #Terraform

Find us online at covertocode.com.

Hosted by:
]]>3576false47fullS4E6: Strategies for Passing the AIF C01 Examhttps://www.spreaker.com/episode/s4e6-strategies-for-passing-the-aif-c01-exam--71661450
They break down practical tactics for handling 65 questions in 90 minutes, including when to mark questions for review, why you should never leave an answer blank, and how to use keyword spotting and process of elimination to improve your odds under pressure.

The conversation also covers the realities of exam day, from testing-center mishaps to frustrating at-home proctor experiences, before moving into the exam domains, service scope, and the study resources each host is using to get ready.

Topics covered in this episode:
  • Time management strategies for the AIF-C01 exam
  • Reading questions carefully and avoiding common traps
  • Deciding between at-home testing and an exam center
  • Understanding the five AWS AI Practitioner domains
  • Study plans, practice exams, and prep resources


Video Chapters:
  • 00:00 Episode Intro 
  • 01:48 Time Management Tips 
  • 04:42 Reading Questions Carefully 
  • 06:41 Staying Calm Under Pressure 
  • 08:57 Exam Center vs Home Testing 
  • 13:42 Core Topics To Know 
  • 16:51 Exam Domains Breakdown 
  • 19:51 Study Resources And Next Steps


Your hosts:
  • Angela Andrews -  @scooterphoenix
  • Michael Jenkins -  @managedkaos

If you're preparing for the AWS AI Practitioner exam -- or any certification exam -- this episode gives you a grounded look at both the content areas and the test-day tactics that can make the difference.

#FromCoverToCode #AWS #AIFC01 #AICertification #CloudComputing #GenerativeAI #MachineLearning #AWSCertifiedAIPractitioner

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/71661450Sun, 26 Apr 2026 23:58:57 +0000Cover to CodeIn this episode of From Cover to Code, Angela Andrews and Michael Jenkins shift from chapter review to exam strategy, focusing entirely on how to prepare for and pass the AWS Certified AI Practitioner (AIF-C01) exam. They break down practical tactics...
They break down practical tactics for handling 65 questions in 90 minutes, including when to mark questions for review, why you should never leave an answer blank, and how to use keyword spotting and process of elimination to improve your odds under pressure.

The conversation also covers the realities of exam day, from testing-center mishaps to frustrating at-home proctor experiences, before moving into the exam domains, service scope, and the study resources each host is using to get ready.

Topics covered in this episode:
  • Time management strategies for the AIF-C01 exam
  • Reading questions carefully and avoiding common traps
  • Deciding between at-home testing and an exam center
  • Understanding the five AWS AI Practitioner domains
  • Study plans, practice exams, and prep resources


Video Chapters:
  • 00:00 Episode Intro 
  • 01:48 Time Management Tips 
  • 04:42 Reading Questions Carefully 
  • 06:41 Staying Calm Under Pressure 
  • 08:57 Exam Center vs Home Testing 
  • 13:42 Core Topics To Know 
  • 16:51 Exam Domains Breakdown 
  • 19:51 Study Resources And Next Steps


Your hosts:
  • Angela Andrews -  @scooterphoenix
  • Michael Jenkins -  @managedkaos

If you're preparing for the AWS AI Practitioner exam -- or any certification exam -- this episode gives you a grounded look at both the content areas and the test-day tactics that can make the difference.

#FromCoverToCode #AWS #AIFC01 #AICertification #CloudComputing #GenerativeAI #MachineLearning #AWSCertifiedAIPractitioner

Find us online at covertocode.com.

Hosted by:
]]>1756false46fullS4E5: Securing AI Systemshttps://www.spreaker.com/episode/s4e5-securing-ai-systems--71660416
What starts with travel reflections and exam prep quickly turns into a practical conversation about what it actually takes to secure AI systems in the real world. The hosts walk through defense in depth, layered AWS security controls, the generative AI security scoping matrix, prompt injection risks, compliance expectations, governance practices, and the AWS services that support each area.

If you're preparing for the AWS Certified AI Practitioner exam or trying to better understand how AI security, compliance, and governance show up in production environments, this episode gives you a strong conceptual walkthrough with plenty of real-world context.

Book chapter covered in this episode:

🔹 Chapter 9: Security, Compliance, and Governance for AI Solutions

Video Chapters:

00:00 Welcome
01:04 Reflections on Ghana and STEM Outreach
04:36 Exam Prep and Final Chapters
06:27 Chapter 9 Overview
09:50 Defense in Depth and Security Layers
19:27 AI Security Scoping Matrix
27:16 Prompt Injection and Zero Trust
34:16 Compliance, Governance, and Quiz Review

Your hosts:

Angela Andrews – @scooterphoenix
Michael Jenkins – @managedkaos

Don’t forget to like, subscribe, and hit the bell so you never miss an episode of From Cover to Code. Join the conversation in the comments and share how you’re approaching AI security, compliance, and governance in your own work.

#FromCoverToCode #AISecurity #AWS #GenerativeAI #AIPractitioner #CloudSecurity #Compliance #Governance

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/71660416Sun, 26 Apr 2026 22:35:49 +0000Cover to CodeIn this episode of From Cover to Code, Angela and Michael continue their discussion of the AWS Certified AI Practitioner Study Guide by diving into Chapter 9: Security, Compliance, and Governance for AI Solutions. What starts with travel reflections...
What starts with travel reflections and exam prep quickly turns into a practical conversation about what it actually takes to secure AI systems in the real world. The hosts walk through defense in depth, layered AWS security controls, the generative AI security scoping matrix, prompt injection risks, compliance expectations, governance practices, and the AWS services that support each area.

If you're preparing for the AWS Certified AI Practitioner exam or trying to better understand how AI security, compliance, and governance show up in production environments, this episode gives you a strong conceptual walkthrough with plenty of real-world context.

Book chapter covered in this episode:

🔹 Chapter 9: Security, Compliance, and Governance for AI Solutions

Video Chapters:

00:00 Welcome
01:04 Reflections on Ghana and STEM Outreach
04:36 Exam Prep and Final Chapters
06:27 Chapter 9 Overview
09:50 Defense in Depth and Security Layers
19:27 AI Security Scoping Matrix
27:16 Prompt Injection and Zero Trust
34:16 Compliance, Governance, and Quiz Review

Your hosts:

Angela Andrews – @scooterphoenix
Michael Jenkins – @managedkaos

Don’t forget to like, subscribe, and hit the bell so you never miss an episode of From Cover to Code. Join the conversation in the comments and share how you’re approaching AI security, compliance, and governance in your own work.

#FromCoverToCode #AISecurity #AWS #GenerativeAI #AIPractitioner #CloudSecurity #Compliance #Governance

Find us online at covertocode.com.

Hosted by:
]]>3531false45fullS4E4: Prompt Engineering and Responsible AI on AWShttps://www.spreaker.com/episode/s4e4-prompt-engineering-and-responsible-ai-on-aws--71658268
They break down what makes a well-designed prompt, why techniques like zero-shot, few-shot, and chain-of-thought matter, and how better prompting leads to better outputs. The conversation then shifts into the ethical and operational side of AI, including toxicity, bias, privacy, intellectual property, model monitoring, and the AWS tools that support responsible AI in practice.

If you're studying for the AWS Certified AI Practitioner exam, this episode is packed with practical takeaways, exam-focused vocabulary, and real-world examples that make the material easier to remember and apply.

Book chapters covered in this episode:

Chapter 7: A Guide to Prompt Engineering
Chapter 8: A Framework for Responsible AI

Video Chapters:

00:00 Welcome and Catch-Up
03:10 Exam Dates and Accountability
07:10 Study Resources and Certification Prep
10:00 Why Prompt Engineering Matters
12:55 Anatomy of a Great Prompt
24:49 Prompting Techniques in Practice
28:49 Prompt Security and Safe AI Use
36:29 Responsible AI Frameworks and AWS Tools
01:11:01 Flashcards, Next Steps, and Wrap-Up

Don’t forget to like, subscribe, and follow From Cover to Code for more conversations on AI, cloud, software development, and certification prep.

#FromCoverToCode #PromptEngineering #ResponsibleAI #AWS #AWSCertifiedAIPractitioner #GenerativeAI #AmazonBedrock #SageMaker

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/71658268Sun, 26 Apr 2026 19:37:28 +0000Cover to CodeIn this episode of From Cover to Code, Angela Andrews and Michael Jenkins dig into two essential topics for modern AI practitioners and AWS certification candidates alike: prompt engineering and responsible AI. They break down what makes a...
They break down what makes a well-designed prompt, why techniques like zero-shot, few-shot, and chain-of-thought matter, and how better prompting leads to better outputs. The conversation then shifts into the ethical and operational side of AI, including toxicity, bias, privacy, intellectual property, model monitoring, and the AWS tools that support responsible AI in practice.

If you're studying for the AWS Certified AI Practitioner exam, this episode is packed with practical takeaways, exam-focused vocabulary, and real-world examples that make the material easier to remember and apply.

Book chapters covered in this episode:

Chapter 7: A Guide to Prompt Engineering
Chapter 8: A Framework for Responsible AI

Video Chapters:

00:00 Welcome and Catch-Up
03:10 Exam Dates and Accountability
07:10 Study Resources and Certification Prep
10:00 Why Prompt Engineering Matters
12:55 Anatomy of a Great Prompt
24:49 Prompting Techniques in Practice
28:49 Prompt Security and Safe AI Use
36:29 Responsible AI Frameworks and AWS Tools
01:11:01 Flashcards, Next Steps, and Wrap-Up

Don’t forget to like, subscribe, and follow From Cover to Code for more conversations on AI, cloud, software development, and certification prep.

#FromCoverToCode #PromptEngineering #ResponsibleAI #AWS #AWSCertifiedAIPractitioner #GenerativeAI #AmazonBedrock #SageMaker

Find us online at covertocode.com.

Hosted by:
]]>4564false44fullS4E3: Using AWS AI Serviceshttps://www.spreaker.com/episode/s4e3-using-aws-ai-services--71645649
They break down where services like Rekognition, Comprehend, Kendra, Lex, Polly, Textract, and Fraud Detector fit in real scenarios, then shift into Bedrock's model catalog, playground comparisons, tuning controls, guardrails, and the growing role of Amazon Q inside day-to-day AWS workflows.

Along the way, they work through certification-style quiz questions, unpack model settings like temperature and top P, explore customization concepts like distillation and continued pre-training, and connect AI decisions back to business outcomes, governance, and exam readiness.

Book chapters covered in this episode:
  • Chapter 5: Real-World AI Applications with AWS Tools
  • Chapter 6: Getting Started with Amazon Bedrock and Amazon Q
Video Chapters:

00:00 Welcome
02:03 Chapters 5 and 6 Overview
04:39 AWS AI Services Overview
19:07 Quiz Review and Exam Prep
25:46 Amazon Q in Practice
29:12 Amazon Bedrock Model Catalog
41:57 Tuning, Guardrails, and Prompting
52:12 AI Metrics, Customization, and Wrap-Up

Your hosts:
  • Angela Andrews - @scooterphoenix
  • Michael Jenkins - @managedkaos

Don’t forget to like, subscribe, and follow From Cover to Code for more conversations on AI, cloud, software development, certification prep, and real-world tech learning.

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/71645649Sun, 26 Apr 2026 00:41:45 +0000Cover to CodeIn this episode of From Cover to Code, Angela and Michael continue their walk through the AWS Certified AI Practitioner Study Guide with a discussion of Chapters 5 and 6, focused on real-world AWS AI services plus getting started with Amazon Bedrock...
They break down where services like Rekognition, Comprehend, Kendra, Lex, Polly, Textract, and Fraud Detector fit in real scenarios, then shift into Bedrock's model catalog, playground comparisons, tuning controls, guardrails, and the growing role of Amazon Q inside day-to-day AWS workflows.

Along the way, they work through certification-style quiz questions, unpack model settings like temperature and top P, explore customization concepts like distillation and continued pre-training, and connect AI decisions back to business outcomes, governance, and exam readiness.

Book chapters covered in this episode:
  • Chapter 5: Real-World AI Applications with AWS Tools
  • Chapter 6: Getting Started with Amazon Bedrock and Amazon Q
Video Chapters:

00:00 Welcome
02:03 Chapters 5 and 6 Overview
04:39 AWS AI Services Overview
19:07 Quiz Review and Exam Prep
25:46 Amazon Q in Practice
29:12 Amazon Bedrock Model Catalog
41:57 Tuning, Guardrails, and Prompting
52:12 AI Metrics, Customization, and Wrap-Up

Your hosts:
  • Angela Andrews - @scooterphoenix
  • Michael Jenkins - @managedkaos

Don’t forget to like, subscribe, and follow From Cover to Code for more conversations on AI, cloud, software development, certification prep, and real-world tech learning.

Find us online at covertocode.com.

Hosted by:
]]>4255false43fullS4E2: Understanding AI and ML for the AWS Examhttps://www.spreaker.com/episode/s4e2-understanding-ai-and-ml-for-the-aws-exam--70368278
What starts as a foundational discussion of AI quickly accelerates into machine learning lifecycles, generative model architectures, transformer mechanics, and the real-world implications of foundation models.

If you’ve ever used ChatGPT, Amazon Q, or Claude and wondered, “What’s actually happening under the hood?” — this episode connects the dots between practical usage and technical foundations.

Chapters covered in this episode:


  • Chapter 3: AI and Machine Learning
  • Chapter 4: Understanding Generative AI

Expect deep technical breakdowns, exam-ready insights, ethical debates, and live quiz practice to sharpen your AWS AI Practitioner knowledge.

Chapters:

00:00 Welcome & Chapter Reality Check
01:00 The Deep End of AI Foundations
06:00 What AI Really Means (AWS Definition)
10:00 Machine Learning Layers & Data Quality
18:40 The ML Lifecycle & MLOps Framework
26:50 Generative AI Models Explained (GANs, VAEs, Transformers, Diffusion)
37:50 Ethics, Copyright & Hallucinations
51:55 Quiz Practice & Exam Strategy



Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/70368278Sun, 01 Mar 2026 01:07:35 +0000Cover to CodeIn this episode of "From Cover to Code", Angela and Michael dive deep into Chapters 3 and 4 of "AWS Certified AI Practitioner (AIF-C01) Study Guide" by Tom Taulli. What starts as a foundational discussion of AI quickly accelerates into machine...
What starts as a foundational discussion of AI quickly accelerates into machine learning lifecycles, generative model architectures, transformer mechanics, and the real-world implications of foundation models.

If you’ve ever used ChatGPT, Amazon Q, or Claude and wondered, “What’s actually happening under the hood?” — this episode connects the dots between practical usage and technical foundations.

Chapters covered in this episode:


  • Chapter 3: AI and Machine Learning
  • Chapter 4: Understanding Generative AI

Expect deep technical breakdowns, exam-ready insights, ethical debates, and live quiz practice to sharpen your AWS AI Practitioner knowledge.

Chapters:

00:00 Welcome & Chapter Reality Check
01:00 The Deep End of AI Foundations
06:00 What AI Really Means (AWS Definition)
10:00 Machine Learning Layers & Data Quality
18:40 The ML Lifecycle & MLOps Framework
26:50 Generative AI Models Explained (GANs, VAEs, Transformers, Diffusion)
37:50 Ethics, Copyright & Hallucinations
51:55 Quiz Practice & Exam Strategy



Find us online at covertocode.com.

Hosted by:
]]>4221false42fullS4E1: The Journey to Certification AWS AI Practitionerhttps://www.spreaker.com/episode/s4e1-the-journey-to-certification-aws-ai-practitioner--69851537The Journey to Certification: AWS AI Practitioner

We’re back for a brand-new season of From Cover to Code 📘💻 — and this time, we’re diving into AI on AWS.

In this Season 4 premiere, Michael Jenkins and Angela Andrews kick off their review of the "AWS Certified AI Practitioner (AIF-C01) Study Guide" by Tom Taulli.

This episode sets the foundation for the entire season, focusing on *why* the AWS AI Practitioner certification exists, *who* it’s designed for, and the AWS fundamentals every AI practitioner is expected to understand before touching models, prompts, or GenAI tools.

If you’re cert-curious, career-pivoting, or trying to cut through the AI hype with real cloud knowledge, this episode lays the groundwork for your certification journey—and invites you to take it alongside us.

In this episode, we cover:
  • Why AWS introduced the AI Practitioner certification
  • How AWS frames AI, machine learning, and generative AI at a foundational level
  • Core AWS services and cloud concepts tested on the exam
  • Exam structure, scoring, and certification tiers
  • Why scheduling your exam date makes studying *real*
  • How to use this book—and this series—as a practical study companion
  • Tools and strategies to study smarter, not harder

Read along, join us live, and let’s go **from cover → to code → to certification**, together.

Book & Resources

  • The book: [https://www.oreilly.com/library/view/aws-certified-ai/9798341622326/](https://www.oreilly.com/library/view/aws-certified-ai/9798341622326/)
  • AWS Free Tier [https://aws.amazon.com/free/](https://aws.amazon.com/free/)
  • Google NotebookLM (study tool mentioned [https://notebooklm.google.com/](https://notebooklm.google.com/)

Video Chapters

00:00 Welcome to From Cover to Code
01:09 Season 4 Kickoff and Host Catch-Up
05:50 Why AWS AI Practitioner Certification
08:26 Scheduling the Exam Makes It Real
11:52 Exam Structure, Scoring, and Weighting
18:46 AWS Certification Levels Explained
27:03 Cloud Computing and AWS Fundamentals
34:27 Core AWS Services Every Practitioner Should Know
37:36 AWS Glue, ETL, and Real-World Case Study
42:49 Live Quiz and Exam Mindset
59:00 What’s Next: AI, ML, and Generative AI

Don’t forget to like, subscribe, and hit the bell so you never miss an episode of From Cover to Code.

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/69851537Sat, 07 Feb 2026 00:41:01 +0000Cover to CodeThe Journey to Certification: AWS AI Practitioner We’re back for a brand-new season of From Cover to Code 📘💻 — and this time, we’re diving into AI on AWS. In this Season 4 premiere, Michael Jenkins and Angela Andrews kick off their review of the...The Journey to Certification: AWS AI Practitioner

We’re back for a brand-new season of From Cover to Code 📘💻 — and this time, we’re diving into AI on AWS.

In this Season 4 premiere, Michael Jenkins and Angela Andrews kick off their review of the "AWS Certified AI Practitioner (AIF-C01) Study Guide" by Tom Taulli.

This episode sets the foundation for the entire season, focusing on *why* the AWS AI Practitioner certification exists, *who* it’s designed for, and the AWS fundamentals every AI practitioner is expected to understand before touching models, prompts, or GenAI tools.

If you’re cert-curious, career-pivoting, or trying to cut through the AI hype with real cloud knowledge, this episode lays the groundwork for your certification journey—and invites you to take it alongside us.

In this episode, we cover:
  • Why AWS introduced the AI Practitioner certification
  • How AWS frames AI, machine learning, and generative AI at a foundational level
  • Core AWS services and cloud concepts tested on the exam
  • Exam structure, scoring, and certification tiers
  • Why scheduling your exam date makes studying *real*
  • How to use this book—and this series—as a practical study companion
  • Tools and strategies to study smarter, not harder

Read along, join us live, and let’s go **from cover → to code → to certification**, together.

Book & Resources

  • The book: [https://www.oreilly.com/library/view/aws-certified-ai/9798341622326/](https://www.oreilly.com/library/view/aws-certified-ai/9798341622326/)
  • AWS Free Tier [https://aws.amazon.com/free/](https://aws.amazon.com/free/)
  • Google NotebookLM (study tool mentioned [https://notebooklm.google.com/](https://notebooklm.google.com/)

Video Chapters

00:00 Welcome to From Cover to Code
01:09 Season 4 Kickoff and Host Catch-Up
05:50 Why AWS AI Practitioner Certification
08:26 Scheduling the Exam Makes It Real
11:52 Exam Structure, Scoring, and Weighting
18:46 AWS Certification Levels Explained
27:03 Cloud Computing and AWS Fundamentals
34:27 Core AWS Services Every Practitioner Should Know
37:36 AWS Glue, ETL, and Real-World Case Study
42:49 Live Quiz and Exam Mindset
59:00 What’s Next: AI, ML, and Generative AI

Don’t forget to like, subscribe, and hit the bell so you never miss an episode of From Cover to Code.

Find us online at covertocode.com.

Hosted by:
]]>4080ai,aicertification,aipractitioner,aws,awscertification,cloudcomputing,fromcovertocode,lifelonglearning,techbookclubfalse41fullS3E6: Next Level DevOps with Pythonhttps://www.spreaker.com/episode/s3e6-next-level-devops-with-python--68544523From Cover to Code — S3E6: Next-Level DevOps with Python

In this Season 3 finale, Angela and Michael close out "Hands-On Python for DevOps" with an in-depth conversation about Chapter 13 — "The Tools to Take Your DevOps to the Next Level". They explore advanced automation techniques, real-world monitoring strategies, and modern troubleshooting workflows that help teams scale their DevOps practices with confidence.

The hosts dig into step functions, observability stacks, event-driven operations, and the growing role of AI tools that support high-velocity engineering teams. They also reflect on the biggest lessons from this season — from infrastructure automation to MLOps — and how the themes of the book connect to their day-to-day work as practitioners and creators.

Beyond the chapter, Angela and Michael share updates on AfroTech, community highlights, upcoming podcast projects, and the exciting future of "From Cover to Code" as they prepare for Season 4.

The book: https://www.oreilly.com/library/view/hands-on-python-for/9781835081167/B21320_01.xhtml
The code: https://github.com/PacktPublishing/Hands-On-Python-for-DevOps/tree/main

Video Chapters:

00:00 Welcome & Opening Banter
01:00 Wrapping Up the Book
05:18 Chapter 13: Advanced Automation Tools
11:29 Monitoring with Grafana & Prometheus
14:48 Troubleshooting & Event Response Strategies
26:14 AfroTech Recap
32:54 Connecting with other Black Tech Creators on https://blktechplus.com/
36:40 Expanding to Spotify
43:00 Looking Ahead to Season 4

Your Hosts:
Angela Andrews – @scooterphoenix
Michael Jenkins – @managedkaos

Don’t forget to like, subscribe, and join the conversation! Share your takeaways from this season and let us know what books you’d love to see in Season 4.



Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/68544523Wed, 12 Nov 2025 22:11:23 +0000Cover to CodeFrom Cover to Code — S3E6: Next-Level DevOps with Python In this Season 3 finale, Angela and Michael close out "Hands-On Python for DevOps" with an in-depth conversation about Chapter 13 — "The Tools to Take Your DevOps to the Next Level". They...From Cover to Code — S3E6: Next-Level DevOps with Python

In this Season 3 finale, Angela and Michael close out "Hands-On Python for DevOps" with an in-depth conversation about Chapter 13 — "The Tools to Take Your DevOps to the Next Level". They explore advanced automation techniques, real-world monitoring strategies, and modern troubleshooting workflows that help teams scale their DevOps practices with confidence.

The hosts dig into step functions, observability stacks, event-driven operations, and the growing role of AI tools that support high-velocity engineering teams. They also reflect on the biggest lessons from this season — from infrastructure automation to MLOps — and how the themes of the book connect to their day-to-day work as practitioners and creators.

Beyond the chapter, Angela and Michael share updates on AfroTech, community highlights, upcoming podcast projects, and the exciting future of "From Cover to Code" as they prepare for Season 4.

The book: https://www.oreilly.com/library/view/hands-on-python-for/9781835081167/B21320_01.xhtml
The code: https://github.com/PacktPublishing/Hands-On-Python-for-DevOps/tree/main

Video Chapters:

00:00 Welcome & Opening Banter
01:00 Wrapping Up the Book
05:18 Chapter 13: Advanced Automation Tools
11:29 Monitoring with Grafana & Prometheus
14:48 Troubleshooting & Event Response Strategies
26:14 AfroTech Recap
32:54 Connecting with other Black Tech Creators on https://blktechplus.com/
36:40 Expanding to Spotify
43:00 Looking Ahead to Season 4

Your Hosts:
Angela Andrews – @scooterphoenix
Michael Jenkins – @managedkaos

Don’t forget to like, subscribe, and join the conversation! Share your takeaways from this season and let us know what books you’d love to see in Season 4.



Find us online at covertocode.com.

Hosted by:
]]>2717automation,blacktechcreators,cloudcomputing,covertocode,devops,observability,pythonfordevops,techbookclubfalse36fullS3E5: Python for MLOps, DataOps, and Infrastructure as Codehttps://www.spreaker.com/episode/s3e5-python-for-mlops-dataops-and-infrastructure-as-code--68278261
This episode connects the dots between MLOps, DataOps, and Infrastructure as Code (IaC) — showing how Python’s simplicity and versatility make it an essential tool for automating data workflows, deploying machine learning models, and defining infrastructure reproducibly.

Expect lively discussion, insightful quotes, and practical takeaways from real-world DevOps experience.

Book Chapters Covered

- Chapter 11: MLOps and DataOps
- Chapter 12: Python and Infrastructure as Code (IaC)

Video & Podcast Chapters

00:00 Welcome and Episode Setup
03:00 The Future Is Now – AI and Career Differentiation
06:30 Why Python Dominates DataOps and MLOps
10:45 Working with Data and the Power of Pandas
14:15 The Three V’s of Data Complexity: Velocity, Volume & Variety
19:30 Streaming Data and Real-Time Processing with Flink and Pandas
25:00 AI Evolution and How Tech Books Keep Up
32:30 Understanding Infrastructure as Code (IaC)
36:00 Salt vs Ansible vs Terraform SDK – Python in IaC Tools
43:30 Community Shout-Outs and Next Episode Preview

Key Takeaways

- Python is the universal connector between DevOps, DataOps, and MLOps — powering automation, analytics, and infrastructure.
- The Three V’s (Velocity, Volume, Variety) define modern data challenges; Python libraries like Pandas and Flink help manage them efficiently.
- Infrastructure as Code (IaC) transforms how teams manage cloud resources — codifying provisioning, replication, and scaling for AWS, Azure, and GCP.
- Tools like Terraform + Ansible deliver the perfect one-two punch for deployment and configuration.
- Even as AI-assisted coding evolves, foundational knowledge still matters. Understanding the “nuts and bolts” ensures better troubleshooting and design.
- The hosts reflect on enduring classics like "UNIX in a Nutshell" and discuss how agile digital publishing keeps technical learning relevant.

🔗 Resource Links

📘 The Book — "Hands-On Python for DevOps" 

💻 The Code Repository: PacktPublishing/Hands-On-Python-for-DevOps

Conferences:



🙌 Join the Conversation

Don’t forget to like, subscribe, and comment to share your own experiences with Python, MLOps, and IaC.

Follow the hashtag #CoverToCode on LinkedIn and YouTube to catch upcoming discussions — next up: “The Tools to Take Your DevOps to the Next Level.”

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/68278261Sat, 25 Oct 2025 17:52:59 +0000Cover to CodeAngela Andrews and Michael Jenkins continue their journey through *Hands-On Python for DevOps* with a deep dive into Chapters 11 and 12 — exploring how Python bridges the gap between data science, operations, and infrastructure management. This...
This episode connects the dots between MLOps, DataOps, and Infrastructure as Code (IaC) — showing how Python’s simplicity and versatility make it an essential tool for automating data workflows, deploying machine learning models, and defining infrastructure reproducibly.

Expect lively discussion, insightful quotes, and practical takeaways from real-world DevOps experience.

Book Chapters Covered

- Chapter 11: MLOps and DataOps
- Chapter 12: Python and Infrastructure as Code (IaC)

Video & Podcast Chapters

00:00 Welcome and Episode Setup
03:00 The Future Is Now – AI and Career Differentiation
06:30 Why Python Dominates DataOps and MLOps
10:45 Working with Data and the Power of Pandas
14:15 The Three V’s of Data Complexity: Velocity, Volume & Variety
19:30 Streaming Data and Real-Time Processing with Flink and Pandas
25:00 AI Evolution and How Tech Books Keep Up
32:30 Understanding Infrastructure as Code (IaC)
36:00 Salt vs Ansible vs Terraform SDK – Python in IaC Tools
43:30 Community Shout-Outs and Next Episode Preview

Key Takeaways

- Python is the universal connector between DevOps, DataOps, and MLOps — powering automation, analytics, and infrastructure.
- The Three V’s (Velocity, Volume, Variety) define modern data challenges; Python libraries like Pandas and Flink help manage them efficiently.
- Infrastructure as Code (IaC) transforms how teams manage cloud resources — codifying provisioning, replication, and scaling for AWS, Azure, and GCP.
- Tools like Terraform + Ansible deliver the perfect one-two punch for deployment and configuration.
- Even as AI-assisted coding evolves, foundational knowledge still matters. Understanding the “nuts and bolts” ensures better troubleshooting and design.
- The hosts reflect on enduring classics like "UNIX in a Nutshell" and discuss how agile digital publishing keeps technical learning relevant.

🔗 Resource Links

📘 The Book — "Hands-On Python for DevOps" 

💻 The Code Repository: PacktPublishing/Hands-On-Python-for-DevOps

Conferences:



🙌 Join the Conversation

Don’t forget to like, subscribe, and comment to share your own experiences with Python, MLOps, and IaC.

Follow the hashtag #CoverToCode on LinkedIn and YouTube to catch upcoming discussions — next up: “The Tools to Take Your DevOps to the Next Level.”

Find us online at covertocode.com.

Hosted by:
]]>2876cloudcomputing,covertocode,dataops,devops,infrastructureascode,mlops,pythonfordevops,techbookclubfalse35fullS3E4: Using Python in CI/CD Pipelineshttps://www.spreaker.com/episode/s3e4-using-python-in-ci-cd-pipelines--68205387In this episode, they explore Chapters 9 and 10 — Using Python for CI/CD Pipelines and Common DevOps Use Cases in Big Companies.

They unpack how Python streamlines continuous integration and delivery, making pipelines faster, more reliable, and easier to maintain. Then, they look at how major organizations apply DevOps and automation principles at scale — from Samsung’s data platform overhaul to MLB’s pitch-clock innovation — and what we can all learn from those approaches.

Expect 🔥 insights, practical pipeline breakdowns, and lively discussion from two DevOps practitioners who live and breathe this stuff.

Book chapters covered in this episode
🔹 Chapter 9: Using Python for CI/CD Pipelines
🔹 Chapter 10: Common DevOps Use Cases in Big Companies

Video Chapters
00:00 Welcome & Opening Banter
02:45 Setting the Stage – Chapters 9 & 10 Overview
06:30 Why CI/CD Is Missing from Most Formal Education
09:35 The Doug Philosophy – “Do More and You’ll Learn More”
17:20 Michael’s 7-Step CI/CD Pipeline Breakdown
23:00 Tools of the Trade – Linting, Testing, and Packaging in Python
29:00 Deployment Rollbacks and Blue-Green Strategies
33:00 Business Use Cases: Samsung, Intertek, and Major League Baseball
48:10 Reflections, Lessons Learned & What’s Next (MLOps + IaC Preview)
51:00 Angela’s Terraform Tech Talk & Closing Thoughts

Resources
📘 The book: https://www.oreilly.com/library/view/hands-on-python-for/9781835081167/B21320_01.xhtml
💻 The code repository: https://github.com/PacktPublishing/Hands-On-Python-for-DevOps/tree/main
🧪 The demo from this episode: https://docs.google.com/presentation/d/1ci087ShNepkFJLO1GvshIXO8TuMD5_E-dcKlnJu4BR8/edit?usp=sharing

Don’t forget to like, subscribe, and hit the bell so you never miss an episode of From Cover to Code!
Join the conversation in the comments; we want to hear how you’re using Python in your own CI/CD pipelines.


Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/68205387Sun, 19 Oct 2025 18:12:27 +0000Cover to CodeAngela and Michael are back with another deep dive into Hands-On Python for DevOps! In this episode, they explore Chapters 9 and 10 — Using Python for CI/CD Pipelines and Common DevOps Use Cases in Big Companies. They unpack how Python streamlines...In this episode, they explore Chapters 9 and 10 — Using Python for CI/CD Pipelines and Common DevOps Use Cases in Big Companies.

They unpack how Python streamlines continuous integration and delivery, making pipelines faster, more reliable, and easier to maintain. Then, they look at how major organizations apply DevOps and automation principles at scale — from Samsung’s data platform overhaul to MLB’s pitch-clock innovation — and what we can all learn from those approaches.

Expect 🔥 insights, practical pipeline breakdowns, and lively discussion from two DevOps practitioners who live and breathe this stuff.

Book chapters covered in this episode
🔹 Chapter 9: Using Python for CI/CD Pipelines
🔹 Chapter 10: Common DevOps Use Cases in Big Companies

Video Chapters
00:00 Welcome & Opening Banter
02:45 Setting the Stage – Chapters 9 & 10 Overview
06:30 Why CI/CD Is Missing from Most Formal Education
09:35 The Doug Philosophy – “Do More and You’ll Learn More”
17:20 Michael’s 7-Step CI/CD Pipeline Breakdown
23:00 Tools of the Trade – Linting, Testing, and Packaging in Python
29:00 Deployment Rollbacks and Blue-Green Strategies
33:00 Business Use Cases: Samsung, Intertek, and Major League Baseball
48:10 Reflections, Lessons Learned & What’s Next (MLOps + IaC Preview)
51:00 Angela’s Terraform Tech Talk & Closing Thoughts

Resources
📘 The book: https://www.oreilly.com/library/view/hands-on-python-for/9781835081167/B21320_01.xhtml
💻 The code repository: https://github.com/PacktPublishing/Hands-On-Python-for-DevOps/tree/main
🧪 The demo from this episode: https://docs.google.com/presentation/d/1ci087ShNepkFJLO1GvshIXO8TuMD5_E-dcKlnJu4BR8/edit?usp=sharing

Don’t forget to like, subscribe, and hit the bell so you never miss an episode of From Cover to Code!
Join the conversation in the comments; we want to hear how you’re using Python in your own CI/CD pipelines.


Find us online at covertocode.com.

Hosted by:
]]>3203automation,cicd,cloudcomputing,covertocode,devops,infrastructureascode,python,pythonfordevops,techbookclubfalse34fullS3E3: Automating Tasks and Event-Driven Architecturehttps://www.spreaker.com/episode/s3e3-automating-tasks-and-event-driven-architecture--68145157
They unpack what happens when Python steps into the world of automating DevOps workflows and connecting systems that respond in real time. From automating routine server maintenance to building loosely coupled systems, this conversation highlights both the potential and the pitfalls of using Python in large-scale automation.

Expect real stories, practical takeaways, and thoughtful reflection on the balance between innovation, governance, and simplicity in modern DevOps.

Book Chapters Covered:

🔹 Chapter 7 – Automating Tasks
🔹 Chapter 8 – Understanding Event-Driven Architecture

Video Chapters:

00:00 Welcome and Introduction
03:00 Automating Tasks with Python
10:05 Real-World Example: Automating Server Reboots
13:20 Server Maintenance and Patching with Boto
18:48 Containers, Kubernetes, and When Not to Automate
25:50 Google Forms, Apps Script, and AWS Lambda Automation
31:28 Understanding Event-Driven Architecture
38:20 Lessons from the Toyota Way and Lean Thinking
42:46 Loosely Coupled Systems and Queue-Based Design
44:10 Breaking Down the Monolith (Strangler Fig Pattern)
53:00 Legacy Modernization and Digital Transformation
54:24 Looking Ahead to CI/CD with Python

Key Discussion Highlights:
  • Automation for Humans: Michael shares a real-world story of automating nightly server reboots — freeing up time (and sleep) through scripting.
  • Python in DevOps: The hosts discuss patching automation with Python’s boto library, tagging AWS resources effectively, and the importance of maintainable code.
  • When Not to Automate: Angela and Michael debate whether using Python to build Docker images or Kubernetes clusters is genius or overkill.
  • Event-Driven Mindset: They break down event-driven architecture through Kafka, Pub/Sub, and the principle of loosely coupled systems.
  • From Monolith to Modern: The “Strangler Fig” approach and digital transformation are unpacked as metaphors for gradual modernization.
  • Practical Wisdom: The conversation ties DevOps principles with lean manufacturing and continuous improvement — “make it work, then make it pretty.”
Resources:

📘 The Book: Hands-On Python for DevOps on O’Reilly
 💻 Code Repository: Packt Publishing GitHub Repo
 🧠 Episode Demo: Google Form Triggered Lambda Example

Your Hosts:
Angela Andrews – @scooterphoenix
Michael Jenkins – @managedkaos

Don’t forget to like, subscribe, and join the conversation on LinkedIn or YouTube.

Share how you’re using Python to automate your DevOps world — and catch the next episode as Angela and Michael dive into Python for CI/CD Pipelines.

#CoverToCode #PythonForDevOps #Automation #EventDrivenArchitecture #DevOps #CloudComputing #TechBookClub #InfrastructureAsCode #Python

Find us online at covertocode.com.

Hosted by:
]]>https://api.spreaker.com/episode/68145157Wed, 15 Oct 2025 06:45:28 +0000Cover to CodeIn this episode of From Cover to Code, Angela and Michael continue their exploration of Hands-On Python for DevOps, diving into Chapters 7 and 8 — where Python meets automation and event-driven architecture. They unpack what happens when Python steps...
They unpack what happens when Python steps into the world of automating DevOps workflows and connecting systems that respond in real time. From automating routine server maintenance to building loosely coupled systems, this conversation highlights both the potential and the pitfalls of using Python in large-scale automation.

Expect real stories, practical takeaways, and thoughtful reflection on the balance between innovation, governance, and simplicity in modern DevOps.

Book Chapters Covered:

🔹 Chapter 7 – Automating Tasks
🔹 Chapter 8 – Understanding Event-Driven Architecture

Video Chapters:

00:00 Welcome and Introduction
03:00 Automating Tasks with Python
10:05 Real-World Example: Automating Server Reboots
13:20 Server Maintenance and Patching with Boto
18:48 Containers, Kubernetes, and When Not to Automate
25:50 Google Forms, Apps Script, and AWS Lambda Automation
31:28 Understanding Event-Driven Architecture
38:20 Lessons from the Toyota Way and Lean Thinking
42:46 Loosely Coupled Systems and Queue-Based Design
44:10 Breaking Down the Monolith (Strangler Fig Pattern)
53:00 Legacy Modernization and Digital Transformation
54:24 Looking Ahead to CI/CD with Python

Key Discussion Highlights:
  • Automation for Humans: Michael shares a real-world story of automating nightly server reboots — freeing up time (and sleep) through scripting.
  • Python in DevOps: The hosts discuss patching automation with Python’s boto library, tagging AWS resources effectively, and the importance of maintainable code.
  • When Not to Automate: Angela and Michael debate whether using Python to build Docker images or Kubernetes clusters is genius or overkill.
  • Event-Driven Mindset: They break down event-driven architecture through Kafka, Pub/Sub, and the principle of loosely coupled systems.
  • From Monolith to Modern: The “Strangler Fig” approach and digital transformation are unpacked as metaphors for gradual modernization.
  • Practical Wisdom: The conversation ties DevOps principles with lean manufacturing and continuous improvement — “make it work, then make it pretty.”
Resources:

📘 The Book: Hands-On Python for DevOps on O’Reilly
 💻 Code Repository: Packt Publishing GitHub Repo
 🧠 Episode Demo: Google Form Triggered Lambda Example

Your Hosts:
Angela Andrews – @scooterphoenix
Michael Jenkins – @managedkaos

Don’t forget to like, subscribe, and join the conversation on LinkedIn or YouTube.

Share how you’re using Python to automate your DevOps world — and catch the next episode as Angela and Michael dive into Python for CI/CD Pipelines.

#CoverToCode #PythonForDevOps #Automation #EventDrivenArchitecture #DevOps #CloudComputing #TechBookClub #InfrastructureAsCode #Python

Find us online at covertocode.com.

Hosted by:
  • Angela A. 33fullS3E2: Working with Cloud Resources and DevSecOpshttps://www.spreaker.com/episode/s3e2-working-with-cloud-resources-and-devsecops--68023780
    📘 Chapter 5: Manipulating Resources   
    🔐 Chapter 6: Security and DevSecOps with Python

    They explore how Python fits into modern DevOps workflows—from data handling and multiprocessing to securing secrets and automating incident response. Michael even demos a Jupyter notebook visualization for CPU utilization analysis and shares tips for smoothing data with Python.

    Expect lively discussion, practical insights, and a few laughs as they debate when Python *isn’t* the right tool and preview what’s next: automation and event-driven architecture with AWS Lambda.

    00:00  Welcome & Warm-Up   
    04:10  Chapter 5: Manipulating Resources   
    10:25  Expectations vs. Reality   
    14:51  Chapter 6: DevSecOps with Python   
    19:47  Secrets and Environment Management   
    26:08  Kubernetes & Binary Authorization   
    31:49  Incident Response & Monitoring   
    43:00  What’s Next: Automation & Event-Driven Architecture

    📕 The Book →     Hands-On Python for DevOps
    💻 The Code → Packt GitHub Repo 
    🧠 The Demo → Jupyter Notebook Visualization

    👍 Don’t forget to like, subscribe, and hit the bell so you never miss an episode\!

    💬 Join the conversation in the comments and share your experiences using Python in DevOps.

    #CoverToCode #PythonForDevOps #DevOps #CloudComputing #TechBookClub #InfrastructureAsCode #Python #Security #Automation

    Find us online at covertocode.com.

    Hosted by:
    ]]>https://api.spreaker.com/episode/68023780Sun, 05 Oct 2025 21:50:40 +0000Cover to CodeAngela Andrews and Michael Jenkins continue Season 3 of From Cover to Code, exploring “Hands-On Python for DevOps”:  📘 Chapter 5: Manipulating Resources    🔐 Chapter 6: Security and DevSecOps with Python They explore how Python fits into modern...
    📘 Chapter 5: Manipulating Resources   
    🔐 Chapter 6: Security and DevSecOps with Python

    They explore how Python fits into modern DevOps workflows—from data handling and multiprocessing to securing secrets and automating incident response. Michael even demos a Jupyter notebook visualization for CPU utilization analysis and shares tips for smoothing data with Python.

    Expect lively discussion, practical insights, and a few laughs as they debate when Python *isn’t* the right tool and preview what’s next: automation and event-driven architecture with AWS Lambda.

    00:00  Welcome & Warm-Up   
    04:10  Chapter 5: Manipulating Resources   
    10:25  Expectations vs. Reality   
    14:51  Chapter 6: DevSecOps with Python   
    19:47  Secrets and Environment Management   
    26:08  Kubernetes & Binary Authorization   
    31:49  Incident Response & Monitoring   
    43:00  What’s Next: Automation & Event-Driven Architecture

    📕 The Book → Hands-On Python for DevOps
    💻 The Code → Packt GitHub Repo 
    🧠 The Demo → Jupyter Notebook Visualization

    👍 Don’t forget to like, subscribe, and hit the bell so you never miss an episode\!

    💬 Join the conversation in the comments and share your experiences using Python in DevOps.

    #CoverToCode #PythonForDevOps #DevOps #CloudComputing #TechBookClub #InfrastructureAsCode #Python #Security #Automation

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2848automation,cloudcomputing,covertocode,devops,infrastructureascode,python,pythonfordevops,security,techbookclubfalse32fullS3E1: Getting Started with Hands on Python for DevOpshttps://www.spreaker.com/episode/s3e1-getting-started-with-hands-on-python-for-devops--67918018
    Covering the first four chapters of the book, the hosts dig into DevOps principles, Python fundamentals, automation practices, and real-world cloud provisioning strategies.

    Expect 🔥 insights, lively conversation, and hands-on takeaways you can start using right away.

    Book chapters covered in this episode:
     🔹 Chapter 1: Introducing DevOps Principles
     🔹 Chapter 2: Talking about Python
     🔹 Chapter 3: The Simplest Ways to Start Using DevOps in Python Immediately
     🔹 Chapter 4: Provisioning Resources

    Chapters:
     00:00 Introduction
     01:00 Kicking off Season 3 of the Podcast
     06:00 Book Selection and Learning Approach
     08:00 DevOps Automation and Python’s Role
     27:00 Technical Demonstrations and Real-World Applications
     34:00 Cloud Resource Provisioning and Infrastructure Strategy
     46:00 Strategic Tooling and Language Fit

    The book:  https://www.oreilly.com/library/view/hands-on-python-for/9781835081167/B21320_01.xhtml

    The code: https://github.com/PacktPublishing/Hands-On-Python-for-DevOps/tree/main


    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918018Sat, 27 Sep 2025 06:21:18 +0000Cover to CodeIn this FCTC episode, Angela and Michael kick off Season 3 with "Hands-On Python for DevOps". After a short summer break, they’re diving back into tech book discussions—this time exploring how Python and DevOps work hand-in-hand. Covering the first...
    Covering the first four chapters of the book, the hosts dig into DevOps principles, Python fundamentals, automation practices, and real-world cloud provisioning strategies.

    Expect 🔥 insights, lively conversation, and hands-on takeaways you can start using right away.

    Book chapters covered in this episode:
     🔹 Chapter 1: Introducing DevOps Principles
     🔹 Chapter 2: Talking about Python
     🔹 Chapter 3: The Simplest Ways to Start Using DevOps in Python Immediately
     🔹 Chapter 4: Provisioning Resources

    Chapters:
     00:00 Introduction
     01:00 Kicking off Season 3 of the Podcast
     06:00 Book Selection and Learning Approach
     08:00 DevOps Automation and Python’s Role
     27:00 Technical Demonstrations and Real-World Applications
     34:00 Cloud Resource Provisioning and Infrastructure Strategy
     46:00 Strategic Tooling and Language Fit

    The book:  https://www.oreilly.com/library/view/hands-on-python-for/9781835081167/B21320_01.xhtml

    The code: https://github.com/PacktPublishing/Hands-On-Python-for-DevOps/tree/main


    Find us online at covertocode.com.

    Hosted by:
    ]]>    3196cloudcomputing,covertocode,devops,infrastructureascode,python,pythonfordevops,techbookclubfalse31full    S2E8: Advanced Serverless Architecturehttps://www.spreaker.com/episode/s2e8-advanced-serverless-architecture--67918031
    Content covered:
     🔹 Chapter 9: Advanced Serverless Architecture
     🔹 Chapter 10: Conclusion 

    Expect 🔥 insights, lively discussion, and practical takeaways you can use immediately.

    00:00 Meeting Kickoff & Book Wrap-Up
    01:47 At-Least-Once Delivery & Idempotency
    07:47 Lambda Scaling & Downstream Impact
    10:52 Concurrency Management & Cost Considerations
    13:55 Reusable Serverless Components & SAM CLI
    16:59 Serverless Thinking & Global Distribution
    21:31 Global DynamoDB Table Demo
    28:04 Edge Computing & Lambda@Edge
    30:51 Book Conclusion & Lessons Learned
    35:57 Season Wrap-Up & Next Steps

    The book: https://www.oreilly.com/library/view/programming-aws-lambda/9781492041047/
    The code: https://github.com/covertocode/season-2-programming-aws-lambda/tree/main/chapter-9-advanced-serverless-architecture

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918031Mon, 26 May 2025 06:19:00 +0000Cover to CodeIn this FCTC episode, Angela and Michael go into serverless architecture and wrap up the book "Programming AWS Lambda". Topics of discussion include serverless architecture “gotchas” as well as new patterns of architecture enabled by serverless...
    Content covered:
     🔹 Chapter 9: Advanced Serverless Architecture
     🔹 Chapter 10: Conclusion 

    Expect 🔥 insights, lively discussion, and practical takeaways you can use immediately.

    00:00 Meeting Kickoff & Book Wrap-Up
    01:47 At-Least-Once Delivery & Idempotency
    07:47 Lambda Scaling & Downstream Impact
    10:52 Concurrency Management & Cost Considerations
    13:55 Reusable Serverless Components & SAM CLI
    16:59 Serverless Thinking & Global Distribution
    21:31 Global DynamoDB Table Demo
    28:04 Edge Computing & Lambda@Edge
    30:51 Book Conclusion & Lessons Learned
    35:57 Season Wrap-Up & Next Steps

    The book: https://www.oreilly.com/library/view/programming-aws-lambda/9781492041047/
    The code: https://github.com/covertocode/season-2-programming-aws-lambda/tree/main/chapter-9-advanced-serverless-architecture

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2436awslambda,cloudnative,covertocode,infrastructureascode,programmingwithawslambda,serverless,techbookclubfalse28full    S2E7: Advanced AWS Lambdahttps://www.spreaker.com/episode/s2e7-advanced-aws-lambda--67918025
    This discussion covers:

    * Error-handling tactics – synchronous vs. asynchronous invocations, DLQs, and why API Gateway sometimes hides your 500s.

    * Tracing, logging & metrics – setting up AWS X-Ray and reading traces that flag cold starts, retries and faults.

    * Scaling & concurrency – live Java demo shows Lambda spinning up extra instances (watch the function IDs change).

    * Versioning, aliases & traffic shifting – when they help, and when they just add risk.

    * Cold-start realities – why they now affect less than 1 % of invocations and when provisioned concurrency is (or isn’t) worth the bill.

    * State, VPCs, layers & custom runtimes – persist data the right way and plug Lambda into the rest of your stack.

    📂 Code from the episode

    Grab every demo (Java *and* Python) in the repo:

    https://github.com/covertocode/season-2-programming-aws-lambda/tree/main/chapter-8-advanced-aws-lambda

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918025Fri, 09 May 2025 06:16:00 +0000Cover to CodeIn this episode of "From Cover to Code", Michael & Angela take AWS Lambda to the next level with live demos, opinionated advice, and a few laughs along the way. This discussion covers: * Error-handling tactics – synchronous vs. asynchronous...
    This discussion covers:

    * Error-handling tactics – synchronous vs. asynchronous invocations, DLQs, and why API Gateway sometimes hides your 500s.

    * Tracing, logging & metrics – setting up AWS X-Ray and reading traces that flag cold starts, retries and faults.

    * Scaling & concurrency – live Java demo shows Lambda spinning up extra instances (watch the function IDs change).

    * Versioning, aliases & traffic shifting – when they help, and when they just add risk.

    * Cold-start realities – why they now affect less than 1 % of invocations and when provisioned concurrency is (or isn’t) worth the bill.

    * State, VPCs, layers & custom runtimes – persist data the right way and plug Lambda into the rest of your stack.

    📂 Code from the episode

    Grab every demo (Java *and* Python) in the repo:

    https://github.com/covertocode/season-2-programming-aws-lambda/tree/main/chapter-8-advanced-aws-lambda

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2774awslambda,devops,fromcovertocode,programmingawslambda,serverlessfalse27full    S2E6: Testing Logging and Monitoringhttps://www.spreaker.com/episode/s2e6-testing-logging-and-monitoring--67918022
    🛠️ Testing – unit, integration, and end-to-end tests and how they fit into shipping quality applications
     📈 Observability – logging, metrics, and tracing so you can see exactly what just happened (and why) inside your functions.

    Join us to discuss the Test Pyramid and code used to demonstrate unit, functional, and end-to-end testing.  We also demonstrate logging and monitoring with Lambda functions.

    And as always,  we break down key concepts, share practical takeaways, and keep the conversation lively and interactive!

    00:00 Conference Recap & Book Chapters Overview
    01:54 Testing Strategies & Test Pyramid
    13:05 Refactoring for Testability & Team Practices
    16:00 Local vs. Cloud Testing & Environment Management
    22:47 Demo: Testing Implementation in Python
    31:26 Monitoring & Logging in AWS Lambda
    38:02 Next Steps & Season Planning

    The book: https://www.oreilly.com/library/view/programming-aws-lambda/9781492041047/

    The code: https://github.com/covertocode/season-2-programming-aws-lambda/tree/main/chapter-6-and-7-testing-logging

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918022Mon, 05 May 2025 06:14:00 +0000Cover to CodeIn this episode, we’re cracking open chapters 6 and 7 of “Programming AWS Lambda” to explore development concepts that can make or break real-world serverless apps: 🛠️ Testing – unit, integration, and end-to-end tests and how they fit into shipping...
    🛠️ Testing – unit, integration, and end-to-end tests and how they fit into shipping quality applications
     📈 Observability – logging, metrics, and tracing so you can see exactly what just happened (and why) inside your functions.

    Join us to discuss the Test Pyramid and code used to demonstrate unit, functional, and end-to-end testing.  We also demonstrate logging and monitoring with Lambda functions.

    And as always,  we break down key concepts, share practical takeaways, and keep the conversation lively and interactive!

    00:00 Conference Recap & Book Chapters Overview
    01:54 Testing Strategies & Test Pyramid
    13:05 Refactoring for Testability & Team Practices
    16:00 Local vs. Cloud Testing & Environment Management
    22:47 Demo: Testing Implementation in Python
    31:26 Monitoring & Logging in AWS Lambda
    38:02 Next Steps & Season Planning

    The book: https://www.oreilly.com/library/view/programming-aws-lambda/9781492041047/

    The code: https://github.com/covertocode/season-2-programming-aws-lambda/tree/main/chapter-6-and-7-testing-logging

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2504awslambda,cloudnative,covertocode,infrastructureascode,programmingwithawslambda,serverless,techbookclubfalse26full    S2E5: Building Serverless Applicationshttps://www.spreaker.com/episode/s2e5-building-serverless-applications--67918028
    This season we’re working our way through the book "Programming AWS Lambda”.  

    We’ve covered the basics. Now it’s time to put it all together! In this week’s episode, we’re diving into Chapter 5: Building Serverless Applications, where we go beyond isolated functions and explore how to stitch them into real-world systems.

    🛠️ What tools should you use?
    🤔 What really counts as an application in a serverless world?
    🔗 How do you connect functions, data stores, and event sources?

    Whether you’re just getting started or already deploying serverless apps, this discussion will have something for everyone.

    00:00 Welcome
    02:35 Chapter Overview & Event Sources
    10:13 Event Source Semantics & Use Cases
    19:59 Python Implementation Demo & Architecture
    29:11 Tooling, AI Assistance, and Next Steps

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918028Sat, 26 Apr 2025 06:12:00 +0000Cover to CodeJoin us as we dig into what it really takes to build full applications using AWS Lambda. This season we’re working our way through the book "Programming AWS Lambda”.   We’ve covered the basics. Now it’s time to put it all together! In this week’s...
    This season we’re working our way through the book "Programming AWS Lambda”.  

    We’ve covered the basics. Now it’s time to put it all together! In this week’s episode, we’re diving into Chapter 5: Building Serverless Applications, where we go beyond isolated functions and explore how to stitch them into real-world systems.

    🛠️ What tools should you use?
    🤔 What really counts as an application in a serverless world?
    🔗 How do you connect functions, data stores, and event sources?

    Whether you’re just getting started or already deploying serverless apps, this discussion will have something for everyone.

    00:00 Welcome
    02:35 Chapter Overview & Event Sources
    10:13 Event Source Semantics & Use Cases
    19:59 Python Implementation Demo & Architecture
    29:11 Tooling, AI Assistance, and Next Steps

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2116aws,bookclub,cloudcomputing,covertocode,devops,lambda,learnwithus,podcast,programmingawslambda,serverlessfalse25full    S2E4: Operating AWS Lambda Functionshttps://www.spreaker.com/episode/s2e4-operating-aws-lambda-functions--67918027
    📦 Built and packaged Lambda functions + dependencies in a clean, reproducible way
    ⚙️ Used AWS SAM to define infrastructure as code (hello, YAML!)
    🔐 Broke down IAM for Lambda: execution roles and resource policies
    🛡️ Applied least privilege with minimal config—SAM makes it smooth!

    If you’ve ever struggled with packaging dependencies or writing IAM policies from scratch, this chapter is your new best friend.

    00:00 Java Packaging in Lambda
    09:19 Security and Infrastructure as Code
    18:21 Demo and Security Implementation
    28:48 API Gateway Integration and Wrap-up

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918027Fri, 11 Apr 2025 06:10:00 +0000Cover to CodeThis week, From Cover to Code is digging into chapter 4 of  Programming with AWS Lambda. We rolled up our sleeves and got into the real stuff: 📦 Built and packaged Lambda functions + dependencies in a clean, reproducible way ⚙️ Used AWS SAM to define...
    📦 Built and packaged Lambda functions + dependencies in a clean, reproducible way
    ⚙️ Used AWS SAM to define infrastructure as code (hello, YAML!)
    🔐 Broke down IAM for Lambda: execution roles and resource policies
    🛡️ Applied least privilege with minimal config—SAM makes it smooth!

    If you’ve ever struggled with packaging dependencies or writing IAM policies from scratch, this chapter is your new best friend.

    00:00 Java Packaging in Lambda
    09:19 Security and Infrastructure as Code
    18:21 Demo and Security Implementation
    28:48 API Gateway Integration and Wrap-up

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2139awslambda,cloudnative,covertocode,infrastructureascode,programmingwithawslambda,serverless,techbookclubfalse24full    S2E3: Programming AWS Lambda Functionshttps://www.spreaker.com/episode/s2e3-programming-aws-lambda-functions--67918029
    In this episode, we’ll explore:

    ✅ The Lambda Execution Environment
    ✅ Input, Output, and Configuring Handlers
    ✅ Managing Environment Variables, and more

    Whether you’re just getting started with Lambda or already a serverless pro, this discussion has something for everyone.

    0:00 Welcome & Review
    8:34 Lambda Input/Output and Data Handling
    18:12 Lambda Configuration and Performance
    28:25 Environment Variables and Deployment

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918029Sat, 05 Apr 2025 06:09:00 +0000Cover to CodeWe’re continuing our journey through “Programming AWS Lambda” by John Chapin and Mike Roberts, and this week we’re diving into Chapter 3: Programming AWS Lambda Functions. In this episode, we’ll explore: ✅ The Lambda Execution Environment ✅ Input,...
    In this episode, we’ll explore:

    ✅ The Lambda Execution Environment
    ✅ Input, Output, and Configuring Handlers
    ✅ Managing Environment Variables, and more

    Whether you’re just getting started with Lambda or already a serverless pro, this discussion has something for everyone.

    0:00 Welcome & Review
    8:34 Lambda Input/Output and Data Handling
    18:12 Lambda Configuration and Performance
    28:25 Environment Variables and Deployment

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2228aws,bookclub,cloudcomputing,covertocode,devops,lambda,learnwithus,podcast,programmingawslambda,serverlessfalse23full    S2E2: Introduction to Serverless and AWS Lambdahttps://www.spreaker.com/episode/s2e2-introduction-to-serverless-and-aws-lambda--67918021
    In this episode we dive into the fundamentals: 

    📘 Chapter 1: Introduction to Serverless, Amazon Web Services, and AWS Lambda
    ⚙️ Chapter 2: Getting Started with AWS Lambda

    Whether you're new to serverless or looking to sharpen your Lambda game, this episode is packed with insights to help you build smarter, more efficient cloud applications.

    This is your chance to explore the core concepts behind Lambda and AWS’s serverless ecosystem—perfect for engineers looking to level up their cloud skills or get started with Lambda in production.

    💬 We’ll break down key concepts, share practical takeaways, and, of course, keep the conversation lively and interactive!

    0:00 Introduction and Setup
    7:51 Serverless Computing Concepts
    21:30 Development Environment Setup
    31:28 Deployment Challenges

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918021Fri, 21 Mar 2025 06:06:00 +0000Cover to CodeSeason 2 of From Cover to Code is rolling on! Join us for Episode 2 as we crack open Programming AWS Lambda by John Chapin and Mike Roberts. In this episode we dive into the fundamentals:  📘 Chapter 1: Introduction to Serverless, Amazon Web...
    In this episode we dive into the fundamentals: 

    📘 Chapter 1: Introduction to Serverless, Amazon Web Services, and AWS Lambda
    ⚙️ Chapter 2: Getting Started with AWS Lambda

    Whether you're new to serverless or looking to sharpen your Lambda game, this episode is packed with insights to help you build smarter, more efficient cloud applications.

    This is your chance to explore the core concepts behind Lambda and AWS’s serverless ecosystem—perfect for engineers looking to level up their cloud skills or get started with Lambda in production.

    💬 We’ll break down key concepts, share practical takeaways, and, of course, keep the conversation lively and interactive!

    0:00 Introduction and Setup
    7:51 Serverless Computing Concepts
    21:30 Development Environment Setup
    31:28 Deployment Challenges

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2362awslambda,bookclub,cloudcomputing,covertocode,devops,learnwithus,podcast,programmingawslambda,serverlesscomputingfalse22full    S2E1: A Special Guest Visits the Show; Selecting the Next Bookhttps://www.spreaker.com/episode/s2e1-a-special-guest-visits-the-show-selecting-the-next-book--67918017
    We’re back and kicking off a brand-new season of our book club live stream! Fresh off the heels of our pilot season, we’re keeping the momentum going—this time with something special.

    For the very first time, we’ll be joined by an incredible guest: the one and only Angie Jones!

    🌟 About Angie Jones 🌟 

    Angie is the Global VP of Developer Relations at Block, Inc., an award-winning teacher, international keynote speaker, and Master Inventor with more than 25 patented inventions. Known for her innovative thinking and deep expertise in software development, she’s an inspiration to engineers and technologists worldwide.

    📚 What’s on Angie’s Bookshelf? 📚

    Before we dive into our next book, we’re getting the scoop from Angie on what she’s been reading. Then we’ll reveal the book that will shape the discussions for this season.

    00:00 Introduction and Guest Welcome
    05:02 Automation Discussion
    11:08 AI Agents and Automation
    24:47 Book Selection for Season 2


    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918017Wed, 12 Mar 2025 06:04:00 +0000Cover to CodeNew Season, New Adventures – And Our First Guest! 🥳 We’re back and kicking off a brand-new season of our book club live stream! Fresh off the heels of our pilot season, we’re keeping the momentum going—this time with something special. For the very...
    We’re back and kicking off a brand-new season of our book club live stream! Fresh off the heels of our pilot season, we’re keeping the momentum going—this time with something special.

    For the very first time, we’ll be joined by an incredible guest: the one and only Angie Jones!

    🌟 About Angie Jones 🌟 

    Angie is the Global VP of Developer Relations at Block, Inc., an award-winning teacher, international keynote speaker, and Master Inventor with more than 25 patented inventions. Known for her innovative thinking and deep expertise in software development, she’s an inspiration to engineers and technologists worldwide.

    📚 What’s on Angie’s Bookshelf? 📚

    Before we dive into our next book, we’re getting the scoop from Angie on what she’s been reading. Then we’ll reveal the book that will shape the discussions for this season.

    00:00 Introduction and Guest Welcome
    05:02 Automation Discussion
    11:08 AI Agents and Automation
    24:47 Book Selection for Season 2


    Find us online at covertocode.com.

    Hosted by:
    ]]>    2000angiejones,bookclub,covertocode,livestream,softwaredevelopment,techreadsfalsefull    S1E7: The DevOps Handbook - Part 6, InfoSec & Change Managementhttps://www.spreaker.com/episode/s1e7-the-devops-handbook-part-6-infosec-change-management--67918026
    - How do we keep security teams happy and keep deployments on schedule?
    - Can compliance actually be...streamlined?
    - Is change management just another word for bureaucracy? (Spoiler: It doesn’t have to be!)

    Let’s break it all down together in a lively discussion with your hosts Angela and Michael. Whether you’re reading along with us or just curious about how DevOps tackles security and governance, this is your chance to join the conversation!



    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918026Fri, 28 Feb 2025 07:02:00 +0000Cover to CodeOn the this episode of From Cover to Code live stream we dive into Part 6 of The DevOps Handbook and exploring how to integrate Information Security, Change Management, and Compliance into our workflows without slowing things down. - How do we keep...
    - How do we keep security teams happy and keep deployments on schedule?
    - Can compliance actually be...streamlined?
    - Is change management just another word for bureaucracy? (Spoiler: It doesn’t have to be!)

    Let’s break it all down together in a lively discussion with your hosts Angela and Michael. Whether you’re reading along with us or just curious about how DevOps tackles security and governance, this is your chance to join the conversation!



    Find us online at covertocode.com.

    Hosted by:
    ]]>    2262bookclub,changemanagement,cicd,covertocode,devops,devopshandbook,informationsecurity,infosecfalse17full    S1E6: The DevOps Handbook - Part 5, The Third Way, Continual Learning and Experimentationhttps://www.spreaker.com/episode/s1e6-the-devops-handbook-part-5-the-third-way-continual-learning-and-experimentation--67918019
    Join us as we explore Part 5 of The DevOps Handbook: The Third Way: The Technical Practices of Continual Learning and Experimentation.

    In this session, wel break down:
     - Why great teams make time to improve daily work
     - How rewarding risk-taking fuels innovation
     - What happens when you intentionally introduce faults (and why it makes you stronger!)

    Failure isn’t the enemy—it’s the path to mastery. So let’s talk about it.


    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918019Fri, 21 Feb 2025 07:01:00 +0000Cover to CodeWhat happens when DevOps teams embrace risk, failure, and relentless practice? They build systems that actually get better over time! Join us as we explore Part 5 of The DevOps Handbook: The Third Way: The Technical Practices of Continual Learning...
    Join us as we explore Part 5 of The DevOps Handbook: The Third Way: The Technical Practices of Continual Learning and Experimentation.

    In this session, wel break down:
     - Why great teams make time to improve daily work
     - How rewarding risk-taking fuels innovation
     - What happens when you intentionally introduce faults (and why it makes you stronger!)

    Failure isn’t the enemy—it’s the path to mastery. So let’s talk about it.


    Find us online at covertocode.com.

    Hosted by:
    ]]>    2124bookclub,cicd,covertocode,devops,devopshandbook,feedbackloopsfalse16full    S1E5: The DevOps Handbook - Part 4, The Second Way, The Technical Practices of Feedbackhttps://www.spreaker.com/episode/s1e5-the-devops-handbook-part-4-the-second-way-the-technical-practices-of-feedback--67918023
    We discuss case studies from the book that demonstrate how top teams use real-time metrics to improve software delivery and operations.   Let’s talk about how feedback fuels innovation!




     

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918023Thu, 13 Feb 2025 06:59:00 +0000Cover to CodeWe're diving into Part 4: "The Second Way: The Technical Practices of Feedback" from The DevOps Handbook—because what’s DevOps without a solid feedback loop? We discuss case studies from the book that demonstrate how top teams use real-time metrics...
    We discuss case studies from the book that demonstrate how top teams use real-time metrics to improve software delivery and operations.   Let’s talk about how feedback fuels innovation!




     

    Find us online at covertocode.com.

    Hosted by:
    ]]>    2653bookclub,cicd,covertocode,devops,devopshandbook,feedbackloopsfalse15full    S1E4: The DevOps Handbook - Part 3, The First Way, The Technical Practices of Flowhttps://www.spreaker.com/episode/s1e4-the-devops-handbook-part-3-the-first-way-the-technical-practices-of-flow--67918030
    We unpack these and other topics in this episode!

    In this live stream, we’re diving into Part 3 of The DevOps Handbook: "The First Way – The Technical Practices of Flow."

    Expect lively discussions, real-world insights, and first-hand reflections as we share our experiences while reflecting on the content from the book. Whether you’re new to DevOps or a seasoned pro, you’ll learn something for sure!




    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918030Fri, 07 Feb 2025 06:57:00 +0000Cover to CodeEver wonder how elite DevOps teams keep work moving like a well-oiled machine? How do they eliminate bottlenecks, make deployments seem effortless, and adopt practices like continuous integration? We unpack these and other topics in this episode! In...
    We unpack these and other topics in this episode!

    In this live stream, we’re diving into Part 3 of The DevOps Handbook: "The First Way – The Technical Practices of Flow."

    Expect lively discussions, real-world insights, and first-hand reflections as we share our experiences while reflecting on the content from the book. Whether you’re new to DevOps or a seasoned pro, you’ll learn something for sure!




    Find us online at covertocode.com.

    Hosted by:
    ]]>    2130bookclub,covertocode,devops,devopsculture,flow,techcommunity,thedevopshandbookfalse14full    S1E3: The DevOps Handbook - Part 2, Where to Start, Selecting Value Streamshttps://www.spreaker.com/episode/s1e3-the-devops-handbook-part-2-where-to-start-selecting-value-streams--67918032
    In this session, we discuss practical ways to identify value streams in your organization and why this step is critical for successful DevOps transformations. Whether you’re just starting your DevOps journey or looking to refine your approach, this conversation is for you!




    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918032Wed, 29 Jan 2025 06:56:00 +0000Cover to CodeIn this book club live stream we dive into Part 2 of The DevOps Handbook: "Where to Start" with a focus on "Selecting a Value Stream." In this session, we discuss practical ways to identify value streams in your organization and why this step is...
    In this session, we discuss practical ways to identify value streams in your organization and why this step is critical for successful DevOps transformations. Whether you’re just starting your DevOps journey or looking to refine your approach, this conversation is for you!




    Find us online at covertocode.com.

    Hosted by:
    ]]>    2063bookclub,covertocode,devops,thedevopshandbookfalse13full    S1E2: The DevOps Handbook - Part 1https://www.spreaker.com/episode/s1e2-the-devops-handbook-part-1--67918020
    This episode focuses on "The Three Ways of DevOps": Flow, Feedback, and Continual Learning and Experimentation.

    Join us as we explore key insights, share experiences, and connect with others passionate about improving how technology delivers value.  

    #covertocode #DevOps #BookClub #LiveStream #TheDevOpsHandbook

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918020Thu, 23 Jan 2025 06:44:00 +0000Cover to CodeWe’re back for the second meeting of our book club live stream, diving into Part 1 of The DevOps Handbook! Last week, we introduced the book and set the cadence—now it’s time to roll up our book-reading sleeves and get into the core ideas of this...
    This episode focuses on "The Three Ways of DevOps": Flow, Feedback, and Continual Learning and Experimentation.

    Join us as we explore key insights, share experiences, and connect with others passionate about improving how technology delivers value.  

    #covertocode #DevOps #BookClub #LiveStream #TheDevOpsHandbook

    Find us online at covertocode.com.

    Hosted by:
    ]]>    1789bookclub,covertocode,devops,livestream,thedevopshandbookfalse12full    S1E1: The Kickoff with The DevOps Handbookhttps://www.spreaker.com/episode/s1e1-the-kickoff-with-the-devops-handbook--67918024 
    In this episode:
    00:00 Welcome
    00:10 Kickoff of "From Cover to Code" Book Club
    02:27 Book Relevance and Audience
    05:54 Reading Schedule and Structure
    08:13 Meeting Logistics

    Here’s what’s on the horizon:  
    - Part 1: The Three Ways  
    - Part 2: Where to Start: Selecting a Value Stream  
    - Part 3: The First Way: Flow (Moving Work Between Development and Operations)  
    - Part 4: The Second Way: Feedback  
    - Part 5: The Third Way: Continual Learning and Experimentation  
    - Part 6: Integrating InfoSec, Change Management, and Compliance  

    Stay tuned for our second meeting, where we’ll explore Part 1: The Three Ways! 

    Hosted by:
    - Angela A.  @scooterphoenix  
    - Michael J.  @managedkaos ​

    Find us online at covertocode.com.

    Hosted by:
    ]]>    https://api.spreaker.com/episode/67918024Wed, 15 Jan 2025 06:38:00 +0000Cover to CodeWe’re thrilled to launch our book club with *The DevOps Handbook* by Gene Kim, Jez Humble, Patrick Debois, and John Willis! In this first meeting, we introduce the book, discuss its structure, and outline what to expect in the weeks ahead.   In this... 
    In this episode:
    00:00 Welcome
    00:10 Kickoff of "From Cover to Code" Book Club
    02:27 Book Relevance and Audience
    05:54 Reading Schedule and Structure
    08:13 Meeting Logistics

    Here’s what’s on the horizon:  
    - Part 1: The Three Ways  
    - Part 2: Where to Start: Selecting a Value Stream  
    - Part 3: The First Way: Flow (Moving Work Between Development and Operations)  
    - Part 4: The Second Way: Feedback  
    - Part 5: The Third Way: Continual Learning and Experimentation  
    - Part 6: Integrating InfoSec, Change Management, and Compliance  

    Stay tuned for our second meeting, where we’ll explore Part 1: The Three Ways! 

    Hosted by:
    - Angela A.  @scooterphoenix  
    - Michael J.  @managedkaos ​

    Find us online at covertocode.com.

    Hosted by:
    ]]>    646bookclub,covertocode,devops,thedevopshandbookfalse11full