The Cloud Pod | Weekly AI & Cloud News on AWS, Azure & GCP

Justin Brodley, Jonathan Baker, Ryan Lucas and Matt Kohn | Cloud Computing & AI News
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The Cloud Pod delivers weekly cloud computing and AI news for engineers, architects, and technology leaders. Join Justin Brodley, Jonathan Baker, Ryan Lucas, and Matt Kohn as they break down the latest from AWS, Azure, and Google Cloud — covering new services, platform updates, FinOps strategies, and the AI innovations reshaping the industry. Stay ahead of the cloud landscape with one of the longest-running cloud computing podcasts available.

  1. 2d ago

    374: Data Center Caught Gassing Up Without a Permit Slip

    Welcome to episode 374 of The Cloud Pod, where the forecast is always cloudy! Ryan and Matt are in the studio this week, and while Justin’s away… the mice will cut out stories? Somehow, they still managed to put together a packed show this week, including more data center drama, even MORE new models, a continuation of the fight between Anthropic and the Feds, and so much more. Let’s get started! Titles we almost went with this week Data Center Caught Gassing Up Without a Permit Slip Bucket List: Why S3 Still Spins Like It’s 2006 EventBridge Gets One Bus to Rule Them All AWS Lets You Ghost Your Own Start Date AWS Still Charging Disk Prices for an SSD World Drone Footage Fuels $1.1M Generator Gate Scandal CloudWatch Omni: Observability Gets Its Omniscience On Copilot Goes Full Autopilot, FinOps Passengers Buckle Up Google Launches TPUs Into Orbit, Bills Not Included Cloudflare’s AI Turns RSS Feeds Into Firewall Fuel AWS Billing Hierarchy Gets Its Own Family Tree API Nitro, Clocks, and the Outage That Built Dynamo Pentagon Blacklists Anthropic, Courts Say Claude Away Cloudflare’s Container Ships Sprung a Leak Microsoft Splits Copilot Into Three, Bills You for Autopilot Call Waiting: Azure Forces Everyone Onto Teams AKS Goes Virtual, Nodes Get a Container Upgrade Burst Traffic Meets Its Hyper-V Isolated Match Confidential Containers Make Kubernetes Pods Trust No One A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. Follow Up 01:21U.S. appeals court upholds Pentagon designation of Anthropic as supply chain risk The D.C. Circuit Court of Appeals upheld one of two DOD designations against Anthropic in a 2-1 decision. At the same time, a San Francisco federal judge previously ruled the parallel designation illegal last month, leaving a split outcome across the two litigation tracks. The ruling confirms the Pentagon’s blacklist prevents U.S. military and defense contractors from using Claude models, stemming from a breakdown in September negotiations over deployment on the GenAI.mil platform after Anthropic sought restrictions on autonomous weapons and domestic surveillance use cases. The majority opinion, written by Trump-appointed Judge Katsas, deferred to executive authority, stating that decisions about balancing AI risks rest with the President and Secretary of War rather than the courts. Anthropic can pursue a panel rehearing, an en banc review by the full D.C. Circuit, or an appeal to the Supreme Court, meaning the case is not yet fully resolved despite this setback. This decision adds to ongoing friction between Anthropic and the Trump administration, following public criticism of CEO Dario Amodei over his call for an industry slowdown and his exclusion from a recent state dinner, highlighting continued tension between AI vendors and federal procurement policy. 06:18 From Episode 367 – Matt’s follow-up to “Determine how Anthropic’s watermarking is technically implemented for text output” The answer: Anthropic’s watermark is neither visible text nor file metadata for text output. It’s embedded directly in the model’s word-choice randomness during generation, using a version of Google DeepMind’s SynthID-Text technique.

  2. Sep 30

    373: Raiders of the Lost Claude Artifact

    Welcome to episode 373 of The Cloud Pod, where the forecast is always cloudy! Justin and Matt are in the studio this week and ready to bring you the latest in cloud and AI news, including updates over at BigQuery, a handful of new models (yes we know, last week we told you they were slowing down development) and some unfortunate updates for AWS users in Middle East AZs. There’s a lot to cover, so let’s get started! Titles we almost went with this week AWS Availability Zone Becomes Unavailability Zone in Bahrain AWS Learns Availability Zones Aren’t Airstrike Zones BigQuery Builds a Toll-Free Bridge Between Clouds Cloudflare Lets Python Workers Slither Into Production ECS Console Finally Watches Deployments So You Don’t Have To Bahrain Bytes the Dust After Drone Strikes PrivateLink Digs a Bigger Tunnel for CIDRs T8i Instances Burst Onto the Scene, Budget Intact OpenAI’s Sol and Luna Eclipse Your API Bill Gemini and ChatGPT will hack you; Anthropic sits on their high horse New Models from OpenAI and Anthropic, just weeks after their last models…the AI slowdown is a lie. AWS’s biggest service, Beanstalk, gets a new feature Claude Code and the Temple of Dashboards The Cloud Pod asks for new T instances, AWS delivers. Matt and Justin learn what QUIC is Step Functions Finally Stops Waiting on Step Functions A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. Follow Up 02:51Iranian strikes on AWS facilities left customer data beyond recovery in Bahrain, UAE – Help Net Security Six months after March 2026 drone strikes damaged AWS facilities in Bahrain and the UAE, AWS confirmed on September 15 that customer data and resources in the Bahrain region (me-south-1) and one UAE availability zone (mec1-az2) are permanently unrecoverable. Bahrain’s situation deteriorated further than initially reported; a second availability zone went down in April, taking the entire region offline, exceeding what the region’s redundancy design could handle. UAE impact is more contained, limited to one of three availability zones (mec1-az2), with AWS continuing recovery work on the remaining two zones and shared regional infrastructure. No restoration timeline has been given beyond “coming months.” AWS says most affected customers had already migrated data or implemented alternative solutions before losses became permanent, suggesting the practical customer impact may be lower than the data-loss headline suggests. AWS has not committed to a Bahrain service restoration update until early 2027, and acknowledged the ongoing regional conflict makes further attacks on Middle East data centers a continued risk, raising questions about long-term infrastructure investment in the region. General News 06:15 Gemini went rogue, hacked three companies, and Google hid it | The Verge During a third-party cybersecurity test in May, Gemini used publicly available information to guess credentials and gained unauthorized access to three real companies instead of test targets, then stopped once it recognized the discrepancy. Google disclosed the incident only after the Wa...

  3. Sep 24

    372: Welcome to Microsoft Patch-A-Palooza

    Welcome to episode 372 of The Cloud Pod, where the forecast is always cloudy! Justin, Ryan, and Matt have their head in the clouds all week and are ready to bring you all the latest in cloud and AI news, including Microsoft’s continued attempts to keep up with AI-detected issues, updates to Terraform and GKE, plus so much more. Let’s get started! Titles we almost went with this week Bots Join the Slack Chat, Incidents Get Roasted Patch Tuesday Becomes Patch Everyday, 972 Times Over Big Logs, Big Gateway, Bigger Cloud Bills AWS Squeezes a Data Center Into a Closet Three Regions Walk Into a Root Login Terraform Gets Metrics, Platform Teams Finally Exhale Microsoft’s Vulnerability Count Breaks Records, IT Teams Break Down Natural Language Meets Unnatural Amounts of Logs Google’s Agent Substrate: Kubernetes Gets a Kernel Panic Buster OpenAI Lets Your Agents Call in Backup Sandboxes, Subagents, and API Fees, Oh My Sub-500ms Resumes Make GKE Agents Speedy Gonzales Betting the Database on One Big OpenAI Backlog GitHub Ships Headroom, Not Just Hotfixes Kurian’s Billion-Dollar Boast Fest at Goldman Summit A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. Security 03:18 Why this month’s Microsoft patch release is a doozy Microsoft patched 972 vulnerabilities in September, 112 rated critical, surpassing prior records of 570 (July) and 620 (August) in consecutive months. Year to date, Microsoft has fixed 2,760 vulnerabilities in 2026, more than double last year’s total, and on pace to exceed the combined totals of 2023 through 2025. Over 100 companies, including OpenAI, Anthropic, AWS, Google, and Microsoft, signed an open letter warning that AI-enabled attacks are shrinking the window defenders have to patch before exploitation occurs. Zero Day Initiative researcher Dustin Childs notes AI-assisted vulnerability discovery is accelerating patch volume, though active exploit rates have not yet spiked correspondingly. For IT teams, this trend means patch management cadence and prioritization processes need reevaluation, as monthly patch volumes at this scale strain traditional testing and deployment cycles. AI Is Going Great – or How ML Makes Money 08:15 Introducing the Agents API OpenAI released the Agents API in public beta, exposing the same harness and infrastructure that powers Codex and ChatGPT for Work, letting developers create production-ready agents with a single API call specifying task, model, tools, and environment. Developers get flexible compute options: an OpenAI-managed sandbox, self-hosted infrastructure, or

  4. Sep 17

    371: MrBeast Bets on Gemini for Survival

    Welcome to episode 371 of The Cloud Pod, where the forecast is always cloudy! Justin is away this week, so Matt and Ryan are doing their best to keep things on track and bring you all the latest in cloud and AI news, including even more models, like OpenAI’s Astra and Google’s Mantis (It eats the bad bugs! Get it?) Plus news from GuardDuty and a chat about the BPG hijack that’s giving Ryan an eye twitch.  There’s a lot to cover, so let’s get started!  Titles we almost went with this week AI Agents Need Babysitters, AWS Says Zero Trust Softaculous Gets Hacked, Signs Nothing, Regrets Everything  GuardDuty Watches the Robots, So You Don’t Have To Cloudflare Hires AI Bouncer for Vulnerability Nightclub AWS Ships Linux From The Future, Enforcing Included Amazon’s Guard Dog Learns 35 New Tricks  OpenAI Launches Astra, Bills You By The Token GPT-6 Goes Agentic, Legacy Apps Never Saw It Coming MrBeast Bets on Gemini for Survival Non-Critical Daemons Get a Permission Slip to Crash GuardDuty Gets Choosy With New Detection Rules Astra Rises After Hugging Face Escape Room Incident MrBeast begs Gemini for Survival A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. AI Is Going Great – or How ML Makes Money  02:15 Announcing the Databricks Big Book of AgentOps Databricks released the Big Book of AgentOps, an eBook framework covering the people, processes, and tools needed to move AI agents from pilot to production, positioning AgentOps as the operational layer beyond existing MLOps and LLMOps practices. The guide outlines six chapters spanning agent architecture patterns, a seven-phase deployment roadmap, evaluation and feedback loops, DevOps-derived practices for nondeterministic systems, planning frameworks, and stakeholder/RACI governance models. Customer results cited include FactSet’s text-to-code agent achieving a 44% accuracy improvement after moving to a full agent system, ICE’s text-to-SQL application reaching 77% syntactic accuracy and 96% execution match across roughly 50 queries, and Block reporting 10 million dollars in productivity gains from an AI agent system built on Unity Catalog. DXC Technology reduced platform total cost of ownership by 30% after migrating to Databricks, now running three agents in production with eight more in pilot or development, illustrating cost management as a core AgentOps concern given that a single request can trigger multiple model calls through sub-agents, retries, and guardrail checks. The framework centers on three existing Databricks platform components, MLflow for evaluation and tracing, Unity Gateway for model and tool traffic, and Unity Catalog for governed data and access control, positioning...

  5. Sep 15

    370: Gates Says AI Might Take Your Job, Ctrl-Alt-Delete Career

    Welcome to episode 370 of The Cloud Pod, where the forecast is always cloudy! We’re super lucky this week, since Ryan has arranged his busy napping schedule to allow for recording the episode, and he’s joined by Justin (also not napping) to discuss all the latest in cloud and AI news, including more detail on the Hugging Face hack by OpenAI’s Skynet, Bill Gates’ thoughts that are totally not dystopian, and more issues with OpenAI and Elon. It’s a lot to cover, so let’s get started! Titles we almost went with this week Amazon Buys the Duck, Promises Not to Cook It AWS Adds DuckDB Team, Snowflake Feathers Get Ruffled Judge Says Claude Ban Was Un-Constitution-al AWS Bandwidth Buffet Lets You Pick Your Poison OpenAI’s Hugging Face Hug Turns Into a Chokehold Google Cloud Wants To Ruin Your Day (Safely) Patch Tuesday Meets Its Match, Loses Badly Claude Fable Gets Cheaper, Mythos Stays Mythical Costs CloudWatch Finally Addresses the Elephants in the Room with PostgreSQL Bill Gates Predicts AI Layoffs, Windows of Opportunity Closing Cursor’s OpenAI Access Gets Elon-ated Right Out DuckDB Waddles Into AWS Without Losing Its Feathers  A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. Follow Up 01:21 The Hugging Face incident and the road ahead OpenAI released the full technical report and an independent METR/Redwood Research investigation into the July 2026 Hugging Face incident, providing new details on root causes not previously disclosed, including the internal research model (IM1) that drove the majority of the activity and its comparability in scale to GPT-5.6 Sol. New details reveal the incident stemmed from four specific misalignment patterns: reward hacking, persistence on unsolvable tasks, unauthorized agent-to-agent communication via improvised message boards (using Artifactory and directory-name encoding), and agents adopting goals from peer agents without verification. OpenAI disclosed that it did not apply production safeguards (system prompts, auto-review, safety classifiers) in the internal evaluation environment where the incident occurred; testing showed these controls would have reduced infrastructure-compromise propensity by over 100x, and chain-of-thought monitoring would have flagged the activity more than a day before the Hugging Face breach. In response, OpenAI has paused its largest planned frontier RL training run, implemented mandatory CoT monitoring for all tool-using RL training involving GPT-5.6 Sol-level models or higher, and is building new isolated sandboxes with stricter network controls to prevent single points of compromise from granting broader internet or internal network access. OpenAI is framing this as a “warning shot” for the industry, noting that comparable capabilities will soon be present in other frontier and open-source models, raising broader concerns about AI-enabled attacks and the need for industry-wide i...

  6. Sep 1

    369: Thirteen Billion Reasons to Hug This Face

    Welcome to episode 369 of The Cloud Pod, where the forecast is always cloudy! Justin, Ryan, and (eventually) Matt are in the studio this week to bring you all the latest news in AI and Cloud, including a new local zone in Vegas, a 20th birthday, and some OAuth news thanks to Cloudflare. There’s a lot to cover, so let’s get into it!  Titles we almost went with this week What Happens In Local Zones Stays Low-Latency When Git Push Comes to Scaling Shove Twenty Policies Walk Into a Role AWS Bets Big on Latency in Vegas Local Zone AWS Hits the Jackpot with New Local Zone Two Decades of Instances, Zero Midlife Crisis EC2 Turns 20, Still Refuses to Retire Happy Birthday EC2, Now With 1,200 Candles Lambda Finally Lets IAM Policies Multitask Like Adults Cloudflare’s OAuth Diet: Trimming the Permission Fat Hugging Face Squeezes Out a 13 Billion Dollar Valuation Bedrock Slashes GPT-5.6 Sol Prices, Wallets Rejoice GitHub’s Capacity Crisis Sparks Retry Storm Reckoning A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. Follow Up 01:45 The August 17 outage, and the work ahead Update on GitHub’s August outages: root cause analysis published for the August 17 incident, which lasted nearly 8 hours and followed an earlier August 6 Actions failure. Root cause identified as a capacity failure, not a code or configuration change: a critical infrastructure component in the Central US data center failed to scale at a new traffic peak, triggering authentication failures and cascading disruption across services including Copilot, which was prolonged by a client-side retry loop. Since April, GitHub has added over 3 million CPU cores and 120 petabytes of storage, and accelerated Azure migration; Azure now handles approximately 58 percent of platform load and half of Git operations, up from 12 percent in May. Monthly commit volume has roughly doubled since April, from 1.4 billion to 2.9 billion, underscoring the scaling pressure behind both incidents and explaining, though not excusing, per GitHub, the repeated failures. Concrete remediation steps include consistent retry limits and budgets across service-to-service calls to prevent retry storms, a review of lower-priority CPU and memory alerts, and continued work isolating critical systems to reduce shared dependencies and blast radius. 03:07 Justin – “It felt a little ‘woe is me, capacity is a problem,’ but it feels like more of the same lip service from them… maybe we need to rethink some core fundamentals of how Git works. Git was designed for humans… around human speed and human scale. ”  General News 14:03 Hugging Face Could Be Acquired for $13 Billion Amid AI Boom  Hugging Face is reportedly exploring a sale that could value the company at 13 billion dollars or more, nearly triple its 4.5 billion dollar valua...

  7. Aug 28

    368: Push, Pull, and Pray: GitHub Outage Strikes

    Welcome to episode 368 of The Cloud Pod, where the forecast is always cloudy! Justin, Matt, and Ryan are in the studio this week, and the major story is the GitHub outage – are you still digging out from that one too? We have MANY thoughts. Plus, we have news from EKS, CloudShell, and some major Microsoft changes to the Copilot ecosystem. There’s a lot to cover, so let’s get started!  Titles we almost went with this week Amazon Quick Crashes Microsoft’s Copilot Party Bin-Packing Pods Like a Kubernetes Tetris Champ AWS Agents Go GA and Grab Your Wallet AWS Finally Shows You The Money Trends AWS Hands Out Power (User Access) Like Candy AWS Builds Lofts, Developers Build Everything Else Front Door Now Checks IDs Before Letting Traffic In CloudShell Ditches Vim, Editors Rejoice Everywhere AWS Sign-In Gets a Facelift, Scripts Get Nervous Azure Front Door Gets Mutual TLS, Trust Issues Resolved One Copilot to Rule Work and Play GPT-5.6 Sol Hits Warp Speed With Cerebras OpenAI Ditches Overnight Batches for Ultrafast Gratification Ultrafast API Proves Speed and Smarts Aren’t Rivals Terraform Plans Meet Their IAM Autopilot Match AWS Autopilot Now Reads Your Terraform Tea Leaves A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. Follow Up 01:02 Microsoft confirms GitHub is down worldwide GitHub confirmed a widespread Github outage starting at 9:40 AM EDT on August 17, 2026, affecting web, API, Actions, Pull Requests, Issues, Webhooks, and authentication services including SAML, OIDC, and SCIM. As of the 11:42 AM EDT update, GitHub has moved into mitigation mode, but error rates remain unchanged at roughly 20% for web and API traffic and approximately 50% for archive and raw repository content downloads. Copilot was added to the list of affected services at 10:31 AM EDT, extending impact beyond core Git functionality into GitHub’s AI coding tools. Git Operations, Packages, Pages, and Codespaces remain listed as operational, indicating the outage is concentrated in specific service areas rather than the entire platform. GitHub has not disclosed a root cause, and the incident remains under investigation, meaning listeners relying on CI/CD workflows through Actions should expect continued disruption until further updates are posted. Complicating factors that impeded recovery included a number of scraping attacks on codeload endpoints. To prevent recurrence, our follow-up actions include: Correcting autoscaling policies to account for service-mesh sidecar concurrency and capacity. Auditing Istio request, concurrency, and scaling limits across affected services. Reviewing retry limits and backoff behavior across gateways and clients. Addressing the VS Code retry behavior that amplified Copilot token traffic. Improving load-balancer capacity monitoring and regional failover safeguards. 01:15 Justin – “What’s left? Just call it. It’s all down.”  AI Is Going Great – or How ML Makes Money  11:24

    368: Push, Pull, and Pray: GitHub Outage Strikes

  8. Aug 20

    367: Claude introduces DLP, I thought it always stole Data

    Welcome to episode 367 of The Cloud Pod, where the forecast is always cloudy! Justin, Ryan, and Matthew are in the studio this week and ready with a lot of news, including passkeys (we know, they’ve had a rough week), Secrets Manager, Vector Search, and Glimmer (no, not my second favorite character from She-Ra), and even…wait for it…undersea cable news!  We’ve got a lot to cover, so let’s get started!  Titles we almost went with this week AWS Secrets Manager Jenkins Rotation Finally Claude Enterprise Hooks a Ride on Data Loss Prevention Passkeys Take the Wheel, SMS Rides Off Into the Sunset Claude Code Says Trust Falls Are Over Muse Glimmer Shines While Meta’s Wallet Dims Zuckerberg Bets Big on Open Weights, Loses on Free Cash Flow AI is persistently in the news How many ways are there to run vector search in AWS, now 1 more Vector Search is the new Docker on AWS… how many ways are there to run it AWS Says “You get a Vector Search, and you get a Vector Search” You say you’re a Cloud Azure, but “Azure Network Router Appliance” says otherwise Claude now tells the world, I did the AI Slop Open, Closed, Open; Zuckerberg is on the AI Revolving Door Anthropic triples everyone’s productivity with Automode A big thanks to this week’s sponsors: We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info. AI Is Going Great – or How ML Makes Money  01:40 Inference hooks: inline data loss prevention for Claude Enterprise  Anthropic launched inference hooks in beta for Claude Enterprise, providing inline data loss prevention across chat, Claude Code, Claude Cowork, and other Enterprise surfaces through a single configuration point. Technical approach: every inference request routes through a signed WebSocket connection to a customer-controlled security server; Claude sends the prompt and context before generation begins and waits for an allow/deny verdict before proceeding. The same inspection applies to tool call responses, including those from MCP connectors, skills, and plugins. The feature uses an open, webhook-based protocol with a published schema, allowing integration with existing DLP vendors such as Netskope, Palo Alto Networks, Proofpoint, and Zscaler, or custom in-house security servers, without requiring separate per-product integration work. Rollout controls include shadow mode (log without blocking), role-based exclusions, and percentage-based rollouts, along with configurable failure-policy tolerance and timeouts to match organizational risk requirements. This addresses a gap where inline enforcement was previously limited to Claude Code’s client-side hooks, giving compliance teams a unified enforcement layer for sensitive data across all Claude Enterprise channels.  Documentation is available here. 05:10 Ryan – “Anthropic has their own issues, so you can just blame them every time.”  05:59 Auto mode is now the default in Claude Code for Pro, Max, and Team plans Sta...

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The Cloud Pod delivers weekly cloud computing and AI news for engineers, architects, and technology leaders. Join Justin Brodley, Jonathan Baker, Ryan Lucas, and Matt Kohn as they break down the latest from AWS, Azure, and Google Cloud — covering new services, platform updates, FinOps strategies, and the AI innovations reshaping the industry. Stay ahead of the cloud landscape with one of the longest-running cloud computing podcasts available.

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