Season 5, Episode 36 of the LogiCast AWS News Podcast sees Logicata’s Karl Robinson and Jon Goodall joined by returning guest Girish Mukim, AWS architect, AWS Community Builder, and AWS Ambassador, to unpack a wide range of AWS announcements and industry trends.

From a major rethink of AWS Lambda with the new web functions model and improved cost visibility for Amazon Bedrock usage to AWS Security Agent’s published penetration testing benchmark results, there’s plenty to get stuck into. The conversation also explores the growing demand for so-called forward deployed engineers, with Girish bringing a real-world perspective on multi-region architecture and the challenges of AI adoption in enterprise banking.

And, in true LogiCast fashion, Karl, Jon, and Girish somehow spend a solid few minutes debating the comfort of train seats versus office chairs before remembering they actually have an AWS podcast to record!

04:48 - AWS Lambda Web Functions - Active CPU Billing and Global Endpoints

AWS has introduced Lambda Web Functions with active CPU billing and global endpoints. Jon questions how they differ from CloudFront Functions, while Girish highlights their potential for simplifying multi-region API deployments. The group agrees that practical use cases will become clearer over time.

11:56 - AWS Cost Explorer, Budgets, and Dashboards - Amazon Bedrock Cost Visibility

AWS now supports detailed Bedrock cost tracking by model, provider, and token usage. Jon highlights opportunities for cost optimisation and attribution, while Girish welcomes improved budgeting capabilities. Karl emphasises the importance of measuring AI costs to demonstrate return on investment.

18:58 - AWS Security Agent - 33 of 37 Critical Vulnerabilities Exploited

AWS Security Agent successfully exploited 33 of 37 critical vulnerabilities through their intended paths. Jon highlights challenges in benchmarking AI security tools, while Girish stresses the importance of adopting defensive AI. The group agrees automated testing complements rather than replaces accredited penetration testing.

29:27 - AWS CEO Matt Garman Defends Data Centers Amid Growing Opposition

AWS CEO Matt Garman has defended data center expansion amid growing public opposition. Jon questions the reliability of survey findings, while Girish highlights similar resistance internationally. Karl and Jon discuss the disconnect between demand for digital services and opposition to supporting infrastructure, alongside sustainability concerns.

Season 5, Episode 35 of the LogiCast AWS News Podcast sees Logicata’s Karl Robinson and Jon Goodall joined for a third time by Warren Parad, CTO of Authress, to unpack a selection of recent AWS news.

From tooling improvements for regional service availability and GPU price increases to the mind-boggling infrastructure scale behind Amazon Prime Day, the conversation covers plenty of ground. Along the way, the guys explore broader themes of AI security, compliance, FinOps for agentic workloads, and the economics of cloud at scale.

And, in true LogiCast fashion, they somehow end up discussing how container ships burn thick, tar-like fuel that needs to be heated before it can be used. The connection to GPU price rises? A little tenuous, perhaps, but that’s all part of the fun!

04:11 - AWS Capabilities by Region - Availability Notifications and Advanced Filters

AWS has introduced availability notifications and advanced filters for its Capabilities by Region tool. Jon questions its relevance for major regions, while Warren highlights the value of notifications for tracking new features. The group also discusses CloudFormation support and the underused Cloud Control API.

14:14 - AWS Continuum for Penetration Testing - Continuous Security Testing in CI/CD

AWS Continuum now supports automated penetration testing within CI/CD pipelines. Jon sees it as a cost-effective way to catch vulnerabilities early, while Warren suggests continuous testing could become a compliance requirement. The group also discusses the potential for AWS-generated security reports to reduce reliance on external auditors.

22:31 - AWS DevOps Agent - Controlling Investigation Costs

AWS has introduced guidance for estimating and limiting DevOps Agent investigation costs. Jon supports cost controls for routine tasks but argues that critical incidents should have no budget ceiling. Warren questions why the agent needs additional safeguards instead of generating more efficient queries in the first place.

31:57 - Amazon Prime Day 2026 - AWS Infrastructure at Massive Scale Amazon shares impressive Prime Day infrastructure statistics, including quadrillions of CloudWatch observations. Jon highlights the extraordinary scale, while Warren questions the usefulness of these figures without cost comparisons. Karl sees the announcement primarily as a demonstration of AWS's enterprise capabilities.

45:34 - AWS Raises Reserved Nvidia GPU Instance Prices

AWS has increased reserved Nvidia GPU instance prices, contributing to a decline in Amazon's stock. Jon points to global chip shortages, while Warren explains the market reaction. Karl suggests the price increase could also encourage customers to adopt AWS's own Trainium chips.

Season 5, Episode 32 of the LogiCast AWS News Podcast brings together Logicata’s Karl Robinson and Jon Goodall with data and AI specialist Kate Gawron to unpack the latest AWS news, from simpler onboarding and Slack-based DevOps to smarter scaling, sovereign cloud and resilience in the Middle East. Expect technical insights, lively debate and an unexpected detour into Jon’s toenails!

06:54 - AWS Reimagines the Getting Started Experience

AWS is making it easier to get started with social sign-in, free credits and guided setup. The team explores what this means for new developers, whether it signals a more product-focused AWS, and the learning curve once the handholding ends.

16:28 - AWS DevOps Agent Adds Bidirectional Slack Communication

AWS DevOps Agent now takes questions and instructions directly in Slack. Jon sees practical benefits for late-night incident investigations, while Kate considers governance and what safeguards would be needed if the currently read-only agent gained production write access.

27:03 - Multimodal Auto Scaling with Amazon EC2 Auto Scaling

Richer scaling signals promise faster responses to changing demand. Kate and Jon discuss spotting load earlier, avoiding unnecessary scaling and balancing cost with responsiveness for unpredictable workloads.

32:33 - Architecting a Secure Landing Zone in the AWS European Sovereign Cloud

Familiar AWS tools meet a separate sovereign environment. The team examines isolation, connectivity and governance, alongside the growing demand for sovereign AI and the potential role of European providers.

42:24 - AWS Will Not Restore Access to Damaged Bahrain and UAE Infrastructure

The team unpacks AWS’s announcement about facilities damaged by Iranian attacks, distinguishing the loss of specific infrastructure from permanent regional closure. The discussion turns to shared responsibility, cross-region backups and the limits of disaster recovery.

Season 5, Episode 33 of the LogiCast AWS News Podcast brings together Logicata’s Karl Robinson and Jon Goodall with guest Ahmed Tariq, Cloud Platform Engineer, AWS Community Builder, and former AWS Cloud Captain at the University of Northampton.

The conversation covers four AWS news topics: AI model releases, token cost management, sovereign cloud capabilities, and the growing debate around AI agent workflows. Ahmed brings a practitioner’s and community perspective to discussions about AI governance, cost visibility, and the impact of automation on engineering careers.

The episode also features a memorable introduction to the “LogiCast AWS Nude Podcast” - a surprise rebrand that gives “stripping down the latest AWS news” a whole new meaning...

06:21 - AWS announcement supplied for this topic (Opus 5.5)

Ahmed discusses its performance on complex tasks, while Karl explains the data residency differences between Bedrock and the Claude Platform on AWS.

15:04 - Tokenomics on AWS

The group looks at new ways to attribute Bedrock costs and the challenge of measuring AI’s return on investment.

22:50 - Open weight models in AWS European Sovereign Cloud

The discussion focuses on model availability, data residency, and the control regulated customers need.

29:59 - Root cause analysis with Amazon Managed Service for Prometheus and AWS DevOps Agent

Prometheus metrics give the agent more context when investigating EKS incidents. Jon questions how well it handles messy production environments and unrelated failures. The discussion also considers what junior engineers lose when AI takes over first-line diagnosis.

38:55 - You’re still the bottleneck

Allen Helton’s article prompts a debate about managing multiple AI agents and how junior engineers develop essential skills when AI handles foundational work.

Learn more about our guest, Ahmed Tariq: https://ahmed-tariq.me

Season 5, Episode 31 of the LogiCast AWS News Podcast brings together Logicata’s Karl Robinson and Jon Goodall with AWS Community Builder and cloud instructor, Charity Francis.

They unpack five AWS announcements across compute, storage, operations and cost management, from extended Lambda timeouts to AWS’s latest Gartner ranking. Somehow, they also spend a surprising amount of time debating whether Jon’s Bupa physio allowance can sustain karate and judo in his thirties.

06:08 – AWS Lambda Managed Instances: 90-Minute Function Timeout

AWS has extended the timeout for Lambda Managed Instances from 15 to 90 minutes. The team discusses where this middle ground between standard Lambda and EC2 could prove useful, including large file transfers and media processing. They also examine networking constraints and the limitation to asynchronous invocations.

16:20 – Amazon S3 Object Lock: Variable Retention with Event Holds

S3 Object Lock can now begin retention periods when a defined external event occurs, rather than from a fixed date. The team considers potential applications in healthcare, financial services and legal environments, where retention requirements may begin after an audit or another regulatory milestone.

22:40 – AWS Systems Manager: Expanded EC2 Unmanaged Instance Diagnostics

AWS Systems Manager can now diagnose six additional issues that prevent EC2 instances from appearing as managed. Jon and Charity discuss how the improvement can reduce troubleshooting time, limit reliance on bastion hosts and make Session Manager more dependable across large fleets.

27:48 – AWS Budget Alerts: Programmatic Account Access Management

This AWS solution automatically removes IAM Identity Center access when a budget threshold is crossed. The team debates whether this “soft lock” goes far enough, balancing the benefits of automated resource cleanup against the risk of deleting valuable workloads or test data.

37:35 – AWS Named a Leader in Gartner’s 2026 Magic Quadrant

AWS has been named a Leader in Gartner’s Magic Quadrant for Strategic Cloud Platform Services for the 16th consecutive year. The discussion considers AWS’s strength in execution, its position behind Google and Microsoft on completeness of vision, and whether labelling five of seven vendors as Leaders weakens the framework’s value.

The trio cover five AWS stories: the new agent registry in Amazon Q, a new agentic resource discovery protocol, the open-sourcing of Kiro Crew, new and updated AWS certifications, and the upcoming AWS Region in Saudi Arabia.

The conversation then takes an unexpected turn. A discussion about AWS certifications somehow becomes a debate over whether Arabic could make a less ambiguous programming language for AI, with Karl eventually promising to ask his wife for her take.

08:16 - Amazon Q Agent Registry and MCP Server Support

Amazon Q now includes an agent registry for agents and MCP servers, making it easier for non-technical users to discover and install internal integrations. Jon sees this as progress after difficult IAM, identity, and manual MCP setup, but notes that public MCP servers and common SaaS integrations are still not straightforward. Brian warns that MCP ecosystems could face supply chain risks similar to Python packages.

15:21 - Agentic Resource Discovery

ARD is designed to help agents discover the right resources before connecting to them, addressing the problem of knowing what to look for in the first place. Jon compares it loosely to DNS, while Brian highlights the security risks of agents autonomously connecting to unknown servers and the need for strong guardrails.

22:40 - AWS Open-Sources Kiro Crew

AWS has open-sourced Kiro Crew, which allows coding agents to delegate work to multiple sub-agents asynchronously. Jon and Brian acknowledge the potential but remain cautious about autonomous coding, citing risks around unreviewed code, production incidents, and unclear liability when AI agents cause harm.

29:35 - New and Updated AWS Certifications

AWS has announced updates to several certifications, including Developer Associate, Solutions Architect Professional, and Machine Learning Specialty, plus a new agentic AI business strategist certification that requires no AWS knowledge. The group also discusses AWS's one-year course-based renewal extension as a useful, but limited, alternative to retaking exams.

40:09 - AWS Region in Saudi Arabia

AWS plans to launch its first Saudi Arabia region by December 2026, alongside new AI infrastructure commitments. The group finds the announcement light on technical detail and discusses digital sovereignty, infrastructure scale, Trainium and Nvidia investment, and Saudi Arabia's Arabic-language ALLaM model.

Season 5, Episode 29 of the LogiCast AWS News podcast brings together hosts Karl Robinson, CEO and co-founder of Logicata, and Jon Goodall, principal cloud engineer at Logicata, with guest Khushi Nandwani, a recent graduate and AWS Community Builder in the containers category. They discuss EC2’s 20th anniversary, a new cost anomaly detection feature for third-party models, the AWS Agent Toolkit for the CLI, a report uncovering hundreds of leaked AWS keys, and the expanded AWS - Nvidia GPU partnership. Along the way, the conversation somehow veers into the plight of PC gamers, cloud-gaming latency, and Karl’s Mahjong addiction - before everyone remembers they are supposed to be talking about Nvidia GPUs.

03:29 - Amazon EC2 Turns 20

The hosts celebrate EC2’s 20th anniversary and reflect on its evolution from a single instance type into a global compute platform. They highlight innovations such as Graviton and Auto Scaling and discuss EC2’s role in popularizing pay-as-you-go cloud computing.

11:07 - AWS Cost Anomaly Detection and Third-Party Bedrock Models

AWS Cost Anomaly Detection can now identify unusual spending on third-party models available through Amazon Bedrock. The discussion explores the growing importance of monitoring AI costs and using carefully chosen thresholds to prevent alert fatigue.

15:41 - AWS Agent Toolkit for the AWS CLI

The AWS Agent Toolkit gives coding agents access to current information about AWS services instead of relying entirely on potentially outdated training data. The hosts discuss its significance as AI agents begin interacting directly with cloud infrastructure.

21:01 - Hundreds of Leaked AWS Keys Exposed

A security report uncovered hundreds of exposed AWS credentials, including long-lived root and administrator keys. The conversation highlights credential rotation, least-privilege access, IAM roles, secret scanning, and maintaining accurate security contacts.

31:41 - AWS and Nvidia: Two Million Additional GPUs

AWS and Nvidia plan to deploy two million additional GPUs between 2027 and 2028 to support agentic and physical AI workloads. The hosts consider growing AI demand, manufacturing capacity, government projects, consumer GPU availability, and AWS’s investment in its own AI chips.

In Season 5, Episode 28, Karl and Jon are joined by Jéssica Cristina Coelho - a platform database engineer, AWS Community Builder, and AWS User Group Leader in Belo Horizonte, Brazil. Together, they discuss updates to the AWS sign-in experience, the latest CloudWatch observability announcements, the AWS DevOps Agent for CI/CD pipelines, a new Availability Zone in the London Region, and Amazon’s internal Region Flex programme. And, somehow, a conversation about AWS news turns into a deep dive on Jon’s holiday laundry schedule.

05:43- Updates to the AWS Sign-In Experience

AWS introduces more federated login options and a cleaner multi-session interface. The panel discusses why most organisations should still use IAM Identity Center.

14:05 - AWS Observability Announcements

The team reviews CloudWatch intelligent tiering, alarms from Logs Insights queries, direct ALB logging, and native Prometheus collector support.

25:15 - AWS DevOps Agent for CI/CD Pipelines

AWS’s DevOps Agent can help diagnose and resolve pipeline failures. The discussion explores agentic troubleshooting and the risks of allowing agents to change production systems.

35:01 - New Availability Zone in London

AWS adds a fourth Availability Zone to the London Region. The panel considers capacity constraints, AI demand, and whether the expansion will ease pressure on existing infrastructure.

40:24 - Amazon’s Region Flex Programme

Amazon is redistributing internal workloads as data-centre power constraints intensify. The team examines the engineering challenge, Ireland’s energy demands, and the environmental implications.