Damien Jones @amazonwebshark.bsky.social · 07/10/2026508 miles since April. On Sunday, the final 26.2 at the Chester Marathon 🦈 I'm running for Pendleside Hospice. Any sponsorship before the big day means the world: www.justgiving.com/page/damien-... #ChesterMarathon #PendlesideHospicejustgiving.com 000
Damien Jones @amazonwebshark.bsky.social · 05/10/2026FROM 2024: In this post, I build my event-based AWS Glue automated cost control process using serverless managed services. Introduction Last time , I examined some unexpected AWS Glue costs and design... #AWS #Serverless #Cloud amazonwebshark.com/event-based-cost…amazonwebshark.comEvent-Based Cost Control In AWS Glue: Build - amazonwebsharkIn this post, I build my event-based AWS Glue automated cost control process using serverless managed services. 000
Damien Jones @amazonwebshark.bsky.social · 02/10/2026FROM 2024: In this post, I do a deep dive into some of the amazonwebshark WordPress MySQL database tables following the journey of a recent post. #Python amazonwebshark.com/wordpress-mysql-…amazonwebshark.comWordPress MySQL Database Tables Deep Dive - amazonwebsharkIn this post, I do a deep dive into some of the amazonwebshark WordPress MySQL database tables following the journey of a recent post. 010
Damien Jones @amazonwebshark.bsky.social · 28/09/2026FROM 2024: In this post, I will update my existing iTunes Python ETL to return a Parquet file, which I will then upload to S3 and view using Athena. #AWS #Serverless #Cloud amazonwebshark.com/ingesting-itunes…amazonwebshark.comIngesting iTunes Data Into AWS With Python And AthenaIn this post I will update my existing iTunes Python ETL to return a Parquet file, which I will then upload into S3 and view using Athena. 100
Damien Jones @amazonwebshark.bsky.social · 25/09/2026FROM 2023: In this post, I use the free YearCompass booklet to reflect on 2022 and to plan some professional goals for 2023. Introduction I’ve never been a fan of New Year’s Resolutions . Life moves fast! #AWS #Lambda #Cloud amazonwebshark.com/yearcompass-2022…amazonwebshark.comYearCompass 2022-2023 - amazonwebsharkIn this post, I use the free YearCompass booklet to reflect on 2022 and to plan some professional goals for 2023. 000
Damien Jones @amazonwebshark.bsky.social · 21/09/2026FROM 2024: In this post, I try automating my laptop’s application management with the Windows Package Manager tool Winget . Introduction After much frustration with my laptop’s performance, I finally booked it in for... #S3 amazonwebshark.com/automating-appli…amazonwebshark.comAutomating Application Management With WingetIn this post, I try automating my laptop application management with the Windows Package Manager tool Winget. 001
Damien Jones @amazonwebshark.bsky.social · 14/09/2026FROM 2024: In this post, I have a hands-on with AWS CloudFormation ‘s new IaC Generator feature and give my thoughts on the experience. #AWS #Lambda #Serverless amazonwebshark.com/aws-cloudformati…amazonwebshark.comAWS CloudFormation IaC Generator Hands-On - amazonwebsharkIn this post, I have a hands-on with the new AWS CloudFormation feature IaC Generator and give my thoughts on the experience. 000
Damien Jones @amazonwebshark.bsky.social · 11/09/2026FROM 2022: On 30/11/2021, AWS introduced S3 Glacier Instant Retrieval – a new archive storage class for S3 that operates alongside S3 Glacier (now renamed S3 Glacier Flexible Retrieval) and S3 Glacier Deep Archive. #AWS #S3 amazonwebshark.com/s3-glacier-insta…amazonwebshark.comS3 Glacier Instant Retrieval: First Impressions - amazonwebsharkOn 30/11/2021, AWS introduced S3 Glacier Instant Retrieval – a new archive storage class that operates alongside S3 Glacier 000
Damien Jones @amazonwebshark.bsky.social · 07/09/2026FROM 2026: In this post, I share some of the reasons I decided to try panels and podcasts, along with three practical tips that helped me as an anxious new panellist. #AWS amazonwebshark.com/three-tips-for-t…amazonwebshark.comThree Tips For The Anxious New Panellist - amazonwebsharkI share some of the reasons I decided to try panels and podcasts, along with three practical tips that helped me as an anxious new panellist. 000
Damien Jones @amazonwebshark.bsky.social · 04/09/2026FROM 2024: In this post, I install the new DBeaver OpenAI ChatGPT integration, try it out with some prompts and examine my OpenAI usage costs. Introduction DBeaver is a free database tool and SQL client. #S3 #API #Python amazonwebshark.com/dbeaver-openai-c…amazonwebshark.comDBeaver OpenAI ChatGPT Integration - amazonwebsharkIn this post, I install the new DBeaver OpenAI ChatGPT Integration, try it out with some prompts and examine the OpenAI usage costs. 000
Damien Jones @amazonwebshark.bsky.social · 31/08/2026FROM 2024: In this post, I create my WordPress data pipeline’s Gold ETL process using PySpark and the AWS Glue Studio visual interface. Introduction Time to finish my WordPress AWS data pipeline ! #AWS #Lambda #Serverless amazonwebshark.com/gold-layer-pyspa…amazonwebshark.comGold Layer PySpark ETL With AWS Glue Studio - amazonwebsharkIn this post, I create my WordPress data pipeline’s Gold ETL process using PySpark and the AWS Glue Studio visual interface. 000
Damien Jones @amazonwebshark.bsky.social · 24/08/2026FROM 2024: In this post, I share three mantras for the anxious new speaker and some helpful resources for session development that I’ve used this year. Introduction This year has been a whirlwind! #AWS #Serverless #Cloud amazonwebshark.com/three-mantras-fo…amazonwebshark.comThree Mantras For The Anxious New Speaker - amazonwebsharkIn this post, I share three mantras for the anxious new speaker and some helpful resources for session development that I've used this year. 000
Damien Jones @amazonwebshark.bsky.social · 21/08/2026FROM 2023: In this post I will use AWS managed services to produce security alerts when attempts are made to access my AWS account’s console. #AWS #Security amazonwebshark.com/creating-securit…amazonwebshark.comCreating Security Alerts For AWS Console Access - amazonwebsharkIn this post I will use AWS managed services to create and send security alerts when attempts are made to access my AWS account console. 000
Damien Jones @amazonwebshark.bsky.social · 17/08/2026FROM 2024: In this post, I do a deep dive into some of the amazonwebshark WordPress MySQL database tables following the journey of a recent post. #AWS amazonwebshark.com/wordpress-mysql-…amazonwebshark.comWordPress MySQL Database Tables Deep Dive - amazonwebsharkIn this post, I do a deep dive into some of the amazonwebshark WordPress MySQL database tables following the journey of a recent post. 001
Damien Jones @amazonwebshark.bsky.social · 14/08/2026FROM 2024: In this post, I use popular Python modules & AWS managed serverless services to extract WordPress API data. #AWS #Serverless #API amazonwebshark.com/using-python-aws…amazonwebshark.comUsing Python & AWS To Extract WordPress API DataIn this post, I'm using popular Python modules & AWS managed serverless services to extract WordPress API data. 000
Damien Jones @amazonwebshark.bsky.social · 10/08/2026FROM 2022: In this post, I talk about my recent experience with the Microsoft AI-900 certification and the resources I used to study for it. #AWS amazonwebshark.com/microsoft-ai-900…amazonwebshark.comMicrosoft AI-900: Artificial Fintelligence - amazonwebsharkIn this post, I talk about my recent experience with the Microsoft AI-900 certification and the resources I used to study for it. 000
Damien Jones @amazonwebshark.bsky.social · 07/08/2026FROM 2025: In this post, I review the 2025-04 early release of Sheen Brisals’ self-published 2025 book Speak Effectively At Conferences . #AWS amazonwebshark.com/speak-effectivel…amazonwebshark.comSpeak Effectively At Conferences By Sheen Brisals - amazonwebsharkIn this post, I review the 2025-04 early release of Sheen Brisals' self-published 2025 book 'Speak Effectively At Conferences'. 000
Damien Jones @amazonwebshark.bsky.social · 07/08/2026www.justgiving.com/page/damien-...justgiving.comDamien’s Chester Marathon for Pendleside HospiceHelp Damien Jones raise money to support Pendleside Hospice 000
Damien Jones @amazonwebshark.bsky.social · 07/08/2026Year 2 AWS Community Builder swag is here, but the rucksack has already been hijacked! 🦈 Putting it straight to work for my charity marathon! Donation link is down in the comments! #AWSCommunityBuilders #AWSCommunity #PendlesideHospice #CharityRun #TechCommunity 110
Damien Jones @amazonwebshark.bsky.social · 03/08/2026FROM 2024: In this post I will use Python and AWS Data Wrangler to create a basic iTunes ETL that extracts data from an iTunes export file into a Pandas DataFrame. #AWS #Python amazonwebshark.com/creating-a-basic…amazonwebshark.comCreating A Basic iTunes ETL With Python And AWS Data WranglerI use Python and AWS Data Wrangler to create a basic iTunes ETL that extracts data from an iTunes export file into a Pandas DataFrame 000
Damien Jones @amazonwebshark.bsky.social · 27/07/2026FROM 2024: In this post I’ll be using Amazon Athena to query data created by the S3 Inventory service. When I wrote about my first impressions of S3 Glacier Instant Retrieval last month , I notic... #AWS #Serverless #S3 amazonwebshark.com/using-athena-to-…amazonwebshark.comUsing Athena To Query S3 Inventory Parquet Objects - amazonwebsharkI use Amazon Web Services (AWS) Athena from scratch to query my S3 Inventory Parquet data and end up in Unix and Presto territory! 000
Damien Jones @amazonwebshark.bsky.social · 24/07/2026FROM 2025: In this post, I explore how AWS Billing & Cost Management Dashboards streamline FinOps, monitor service costs and create clear, shareable visual narratives. #AWS amazonwebshark.com/visualising-fino…amazonwebshark.comVisualising FinOps With AWS Cost Management Dashboards - amazonwebsharkI explore how AWS Billing & Cost Management Dashboards streamline FinOps, monitor service costs and create shareable visual narratives. 000
Damien Jones @amazonwebshark.bsky.social · 20/07/2026FROM 2024: In this post, I do a deep dive into some of the amazonwebshark WordPress MySQL database tables following the journey of a recent post. #AWS amazonwebshark.com/wordpress-mysql-…amazonwebshark.comWordPress MySQL Database Tables Deep Dive - amazonwebsharkIn this post, I do a deep dive into some of the amazonwebshark WordPress MySQL database tables following the journey of a recent post. 000
Damien Jones @amazonwebshark.bsky.social · 17/07/2026FROM 2024: In this post, I use the free YearCompass booklet to reflect on 2023 and to plan some professional goals for 2024. #AWS amazonwebshark.com/yearcompass-2023…amazonwebshark.comYearCompass 2023-2024 - amazonwebsharkIn this post, I use the free YearCompass booklet to reflect on 2023 and to plan some professional goals for 2024. 000
Damien Jones @amazonwebshark.bsky.social · 15/07/2026Anyone studying for the AWS Machine Learning Associate, it's going to V2 soon 👀 aws.amazon.com/blogs/traini...aws.amazon.comUpdates to AWS Certified Machine Learning Engineer – Associate (MLA-C02) | Amazon Web ServicesAWS Certification is updating the AWS Certified Machine Learning Engineer - Associate exam. Registration for the beta version of the exam will be available in English starting September 1, 2026. The last... 021
Damien Jones @amazonwebshark.bsky.social · 13/07/2026FROM 2024: In this post, I examine some unexpected AWS Glue costs and design an event-based cost control process architecture. #AWS #Architecture amazonwebshark.com/event-based-cost…amazonwebshark.comEvent-Based Cost Control In AWS Glue: Architecture - amazonwebsharkIn this post, I examine some unexpected AWS Glue costs and design an event-based cost control process architecture. 010
Damien Jones @amazonwebshark.bsky.social · 10/07/2026FROM 2024: In this post, I will update my existing iTunes Python ETL to return a Parquet file, which I will then upload to S3 and view using Athena. #S3 #Python amazonwebshark.com/ingesting-itunes…amazonwebshark.comIngesting iTunes Data Into AWS With Python And AthenaIn this post I will update my existing iTunes Python ETL to return a Parquet file, which I will then upload into S3 and view using Athena. 000
Damien Jones @amazonwebshark.bsky.social · 06/07/2026FROM 2022: In this post, I talk about my recent experience with the Microsoft AI-900 certification and the resources I used to study for it. #AWS amazonwebshark.com/microsoft-ai-900…amazonwebshark.comMicrosoft AI-900: Artificial Fintelligence - amazonwebsharkIn this post, I talk about my recent experience with the Microsoft AI-900 certification and the resources I used to study for it. 000
Damien Jones @amazonwebshark.bsky.social · 03/07/2026This is a great explainer - nice combination of tech speak and plain English 👍 also correctly calls out how crap 'token use' is as a metric 😅 youtu.be/-0HRzXk8vlk?...youtu.beWhy AI Tokens are so Expensive - ComputerphileYouTube video by Computerphile 000
Damien Jones @amazonwebshark.bsky.social · 03/07/2026amazonwebshark.com/aws-devops-e...amazonwebshark.comAWS DevOps Engineer Professional Exam Prep With Pepe SilviaMy experience passing the AWS DevOps Engineer Professional exam, including study strategy, mock exams, time management and exam-day tactics. 000
Damien Jones @amazonwebshark.bsky.social · 03/07/2026I don’t usually write about exam prep, but nobody really talks about the gap between AWS Associate and Professional certs. My breakdown on passing the DevOps Pro, my strategy, and why my whiteboard looked like Pepe Silvia. Link in comments #AWS #AWSCertified #PepeSilvia 100
Damien Jones @amazonwebshark.bsky.social · 29/06/2026FROM 2024: In this post I unbox and configure my new Raspberry Pi 4, and then register it with my AWS account as an AWS IoT device. #AWS amazonwebshark.com/getting-started-…amazonwebshark.comGetting Started With My Raspberry Pi 4 And AWS IoT - amazonwebsharkIn this post I unbox and configure my new Raspberry Pi 4, and then register it with my AWS account as an AWS IoT device. 000
Damien Jones @amazonwebshark.bsky.social · 26/06/2026FROM 2024: In this post, I try automating my laptop’s application management with the Windows Package Manager tool Winget . #AWS amazonwebshark.com/automating-appli…amazonwebshark.comAutomating Application Management With WingetIn this post, I try automating my laptop application management with the Windows Package Manager tool Winget. 000
Damien Jones @amazonwebshark.bsky.social · 22/06/2026FROM 2024: In this post, I discuss my recent Building And Automating Data Pipelines session presented at 2024’s AWS Summit London. #AWS amazonwebshark.com/sharks-summit-se…amazonwebshark.comShark's Summit Session - amazonwebsharkIn this post, I discuss my recent Building And Automating Data Pipelines session presented at 2024's AWS Summit London. 000
Damien Jones @amazonwebshark.bsky.social · 19/06/2026FROM 2024: In this post, I talk about my final preparations for the upcoming New Stars Of Data 6 event in October 2023. #AWS amazonwebshark.com/new-stars-of-dat…amazonwebshark.comNew Stars Of Data 6 Final Preparations - amazonwebsharkIn this post, I talk about my final preparations for the upcoming New Stars Of Data 6 event in October 2023. 000
Damien Jones @amazonwebshark.bsky.social · 15/06/2026FROM 2024: In this post, I use the data discovering features of AWS Glue to crawl and catalogue my WordPress API pipeline data. #AWS #API amazonwebshark.com/discovering-data…amazonwebshark.comDiscovering Data With AWS Glue - amazonwebsharkIn this post, I use the data discovering features of AWS Glue to crawl and catalogue my WordPress API pipeline data. 000
Damien Jones @amazonwebshark.bsky.social · 12/06/2026FROM 2023: In this post I make my existing Python code re-runnable by enabling it to replace expired access tokens when it sends requests to the Strava API. A couple of posts ago I wrote about authentic... #API #Python #Security amazonwebshark.com/re-runnable-stra…amazonwebshark.comRe-Runnable Strava API Calls Using Python - amazonwebsharkI make my existing Python code re-runnable by enabling it to replace expired access tokens when it sends requests to the Strava API. 000
Damien Jones @amazonwebshark.bsky.social · 08/06/2026FROM 2025: In this post, I use the Pydantic Python library to create data validation and observability processes for my Project Wolfie iTunes data. #Python amazonwebshark.com/python-data-vali…amazonwebshark.comPython Data Validation And Observability As Code With Pydantic - amazonwebsharkIn this post, I use the Pydantic Python library to create data validation and observability processes for my Project Wolfie iTunes data. 000
Damien Jones @amazonwebshark.bsky.social · 07/06/2026Some times you celebrate cloud certs or speaker gigs. Other times, you celebrate successfully restoring an Amiga 500 Edge Connector's contacts and finally confirming the 35+year-old 2MB of Fast RAM still works 🦈 000
Damien Jones @amazonwebshark.bsky.social · 05/06/2026FROM 2024: In this post, I share three mantras for the anxious new speaker and some helpful resources for session development that I’ve used this year. #AWS amazonwebshark.com/three-mantras-fo…amazonwebshark.comThree Mantras For The Anxious New Speaker - amazonwebsharkIn this post, I share three mantras for the anxious new speaker and some helpful resources for session development that I've used this year. 000
Damien Jones @amazonwebshark.bsky.social · 01/06/2026FROM 2025: In this post, I explore how AWS Billing & Cost Management Dashboards streamline FinOps, monitor service costs and create clear, shareable visual narratives. #AWS amazonwebshark.com/visualising-fino…amazonwebshark.comVisualising FinOps With AWS Cost Management Dashboards - amazonwebsharkI explore how AWS Billing & Cost Management Dashboards streamline FinOps, monitor service costs and create shareable visual narratives. 000
Damien Jones @amazonwebshark.bsky.social · 29/05/2026FROM 2024: In this post, I respond to November 2022’s T-SQL Tuesday #156 Invitation and give my thoughts on some production code qualities. #AWS amazonwebshark.com/production-code-…amazonwebshark.comProduction Code Qualities - amazonwebsharkIn this post, I respond to November 2022's T-SQL Tuesday #156 Invitation and give my thoughts on some production code qualities. 000
Damien Jones @amazonwebshark.bsky.social · 25/05/2026FROM 2024: In this post, I use the data discovering features of AWS Glue to crawl and catalogue my WordPress API pipeline data. #AWS #API amazonwebshark.com/discovering-data…amazonwebshark.comDiscovering Data With AWS Glue - amazonwebsharkIn this post, I use the data discovering features of AWS Glue to crawl and catalogue my WordPress API pipeline data. 000
Damien Jones @amazonwebshark.bsky.social · 22/05/2026FROM 2024: In this post I unbox and configure my new Raspberry Pi 4, and then register it with my AWS account as an AWS IoT device. #AWS amazonwebshark.com/getting-started-…amazonwebshark.comGetting Started With My Raspberry Pi 4 And AWS IoT - amazonwebsharkIn this post I unbox and configure my new Raspberry Pi 4, and then register it with my AWS account as an AWS IoT device. 000
Damien Jones @amazonwebshark.bsky.social · 18/05/2026FROM 2024: In this post I will use Python and AWS Data Wrangler to create a basic iTunes ETL that extracts data from an iTunes export file into a Pandas DataFrame. #AWS #Python amazonwebshark.com/creating-a-basic…amazonwebshark.comCreating A Basic iTunes ETL With Python And AWS Data WranglerI use Python and AWS Data Wrangler to create a basic iTunes ETL that extracts data from an iTunes export file into a Pandas DataFrame 000
Damien Jones @amazonwebshark.bsky.social · 15/05/2026FROM 2023: In this post, I use Simba Athena to create a secure connection between my iTunes data in Amazon Athena and Microsoft Power BI. #AWS amazonwebshark.com/connecting-athen…amazonwebshark.comConnecting Athena To Power BI With Simba AthenaIn this post, I use Simba Athena to create a secure connection between my iTunes data in Amazon Athena and Microsoft Power BI. 000
Damien Jones @amazonwebshark.bsky.social · 11/05/2026FROM 2023: In this post, I will upload lossless music files from my laptop to one of my Amazon S3 buckets using PowerShell. #S3 amazonwebshark.com/uploading-music-…amazonwebshark.comUploading Music Files To Amazon S3 (PowerShell Mix) - amazonwebsharkIn this post, I will upload lossless music files from my laptop to one of my Amazon S3 buckets using PowerShell. 010
Damien Jones @amazonwebshark.bsky.social · 08/05/2026FROM 2022: In this post I respond to the May 2022 T-SQL Tuesday #150 Invitation “Your First Technical Job” and talk about my time as an Application Support Developer. #AWS amazonwebshark.com/my-first-technic…amazonwebshark.comMy First Technical Job - amazonwebsharkI respond to the May 2022 T-SQL Tuesday #150 Invitation "Your First Technical Job" and talk about my time as an Application Support Developer 000
Damien Jones @amazonwebshark.bsky.social · 04/05/2026FROM 2024: In this post, I have a hands-on with AWS CloudFormation ‘s new IaC Generator feature and give my thoughts on the experience. #AWS #Cloud #CloudFormation amazonwebshark.com/aws-cloudformati…amazonwebshark.comAWS CloudFormation IaC Generator Hands-On - amazonwebsharkIn this post, I have a hands-on with the new AWS CloudFormation feature IaC Generator and give my thoughts on the experience. 000