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

Jaksot

• 
  363: SQS: 20 Years of waiting in line 22.07.2026 1t 19min
• 
  362: Mechanical Turk: The Fall of the Ottoman API 17.07.2026 56min

  Welcome to episode 362 of The Cloud Pod, where the weather is always cloudy! Justin, Jonathan, and Matt are in the studio, and this week we’ve got slightly less AI, but much more data news – a trend Jonathan is sure will continue. Join us as we explore Kubernetes updates, the end of Amazon Mechanical Turk, and the last of the physical media for game consoles, plus more. There’s a lot to cover, so let’s get started!  Titles we almost went with this week Going Cold Turk-ey Kubernetes Rollbacks Let You Ctrl-Z Your Cluster Answer Engine Optimization Is the New SEO Game Turk-ing Point: Amazon Pulls the Plug Stop Chasing Ephemeral IPs in Your EKS Cluster Firewall Rules That Know Your Pods by Name CloudWatch Pipelines Finally Speaks Fluent OpenTelemetry Sony Discs You, Keeps Your Money Forever  EKS Upgrades Finally Get an Undo Button Azure Embraces Chaos, Calls It Studio Time Mechanical Turk Turns Off The Lights For Good There Was Never Anyone Inside the Box KV Cache Me If You Can on GKE AWS Security Hub Says Hello to Azure, Finally Amazon Cancels the Internet’s Oldest Side Hustle Amazon Prime’s Next Delivery: A Pink Slip for the Turk Business as Usual – Azure announces Chaos Studio? Hello sunshine, my old Azure 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  01:36 Amazon’s Mechanical Turk to stop accepting new customers – and not  Even AI can save it Amazon is closing Mechanical Turk to new customers, effectively ending the crowdsourced human-labor platform that launched in 2005 and once served as a foundational tool for AI training data labeling. The service predates the current generative AI boom by nearly two decades, originally designed for tasks like image tagging, transcription, and data verification that computers couldn’t handle at the time. Ironically, the rise of AI and large language models has reduced demand for the type of human-in-the-loop micro-tasking Mechanical Turk provided, as automated systems now handle much of that labeling work. Existing customers can reportedly continue using the platform, but the halt on new signups signals that Amazon is deprioritizing the service rather than investing further in it. This closure reflects a broader shift in the AI data pipeline, where synthetic data generation and more sophisticated automated labeling tools are replacing older crowdsourced human-labor marketplaces. 02:14 Justin – “If you ever actually used the service, you’ll know that both the Turks interface that you actually did work, and the setting up the jobs was terrible anyway. It was always very difficult to use, and they never made it easier over the years. So I don’t know if they’ve ever really been investing in it heavily. But it’s definitely been around for a long time.” AI Is Going Great – or How ML Makes Money  04:11 New analytics and cost controls are available for Claude Enterprise
• 
  361: Beep Beep: AWS Ships an ACME Product That Actually Works 09.07.2026 1t 24min

  Welcome to episode 361 of The Cloud Pod, where the weather is always cloudy! It’s a full house tonight – Justin, Ryan, Jonathan (and eventually) Matt are all in the studio this week to bring you the latest in cloud and AI news, including a greenlight for Mythos, an ACME product that *doesn’t* involve an anvil, and a couple of new models from Anthropic and OpenAI. There’s a lot to cover, so let’s get into it!  Titles we almost went with this week Azure EU Capacity Is Full. Please Try Another Continent OpenAI Names Models After Planets, Charges Like a Rocket Gemini Spark Now Watches Stocks While You Touch Grass Three Tiers Walk Into a Bar, Sol Picks Up the Tab Anthropic Drops Sonnet 5 and Bugs Fix Themselves Now Your Mac Has a New AI Overlord Named Spark CloudFormation Finally Stops Waiting Around Like Your CI Pipeline AI Agents Finally Get Their Own Office Space No Room at the Cloud Inn for EU Workloads 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  02:02 U.S. government gives Anthropic green light for limited re-release of Mythos 5 The U.S. government invoked export control authorities to force Anthropic to take two of its most capable AI models offline, citing national security concerns, which marks a notable use of trade law as a mechanism for AI oversight. Mythos 5 is being restored to roughly 100 organizations for defensive cybersecurity purposes, including infrastructure providers and government agencies, reflecting a tiered access model where use case and organizational trust level determine availability. The export control angle is worth noting for cloud and enterprise customers because foreign nationals at partner organizations triggered the shutdown, which could make workforce composition a compliance consideration for companies accessing advanced AI systems. Both Anthropic and OpenAI are now operating under ad hoc government vetting processes before model releases, with no formal framework yet established, creating uncertainty for developers and enterprises planning around AI capability timelines. The situation highlights a tension between AI safety guardrails and commercial availability, as Fable 5 was pulled in part because officials were not confident that its consumer-facing restrictions could prevent misuse in the cyber and biology domains. 02:34 Anthropic test found vulnerabilities in classified US systems in hours  Anthropic’s Mythos model, tested through Project Glasswing in partnership with US intelligence agencies, identified vulnerabilities in classified government systems within hours, though the model did not necessarily exploit those vulnerabilities in that same time...
• 
  360: And you thought AWS was out of features for S3. Surprise! 01.07.2026 1t 22min

   Welcome to episode 360 of The Cloud Pod, where the weather is always cloudy! Justin, Matt, and Jonathan (for a bit, anyway) are in the studio this week bringing you all the latest in cloud and AI news, including a bunch of analytics, some upgrades courtesy of AI agents, and some news from Kafka. There’s a lot to cover, so let’s get started!  Titles we almost went with this week MSK Agent Skills Make Kafka Migration Less Kafkaesque One Token Pool to Rule All Claude Tools STRIDE Into Security Without Leaving Your IDE Your Code Must Be This Stable to Enter Production ChatGPT Gets a Budget So Karen Can’t Break the Bank One Platform to Train Them All and in Darkness Deploy Them Who Let the Agents Out? Snowflake Knows Kafka Whisperer Now Comes With an AI Upgrade Stop Reading Docs, Let MSK AI Do the Kafka Math Your AI Wrote That Pull Request, Own It Claude. Tag, you’re it!  See, there are more features that we can add to s3 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  03:45 Claude Design now stays on brand for daily work  Claude Design now integrates directly with Claude Code through two new slash commands: /design-sync pulls your design system into Claude Code, and /design lets you create and manage design projects without leaving the terminal, keeping both tools in sync throughout the workflow. The rebuilt design system import supports GitHub repos, design files, and raw uploads, with Claude automatically checking its output against your components before rendering results.  Enterprise admins can lock down a single approved system to enforce consistency across teams. Anthropic updated the usage model, so Claude Design now shares a token pool with chat, Claude Cowork, and Claude Code rather than having separate limits, which should give most users more headroom and reduce how often they hit caps. Export and integration options expanded substantially, with connectors now covering Adobe, Canva, Gamma, Lovable, Miro, Replit, Vercel, Wix, Base44, and standard PDF and PowerPoint formats, making it easier to move finished work into existing production pipelines. Claude Design is available in beta on Pro, Max, Team, and Enterprise plans at claude.ai/design, with Enterprise having it disabled by default pending admin activation and output restricted to internal sharing only. 05:07 Matt – “…when I’ve used it – just playing around with it, it produced really nice things. I just used half my session tokens real fast with iterations and things like that. So I would be careful using it, but it does great front-end design.” Data+AI Summit – Top Announcements  07:31 Introducing Lakehouse//RT: Real-Time Performance on a Unified Lakehouse
• 
  359: Tokenomicon Sounds Metal, but it's Just Cloud Budgets 26.06.2026 1t 37min

  Welcome to episode 359 of The Cloud Pod, where the weather is always cloudy! Justin and Ryan are in the studio this week to bring you all the latest in cloud and AI news, including AI governance, FinOps’ final conference, and even an earnings story courtesy of Oracle. These and so much more – so let’s get started!  Titles we almost went with this week You Shall Not Pass Unless Your Network Policy Says So One CLI Wizard to Rule All AWS Agents AWS WAF Turns AI Crawlers Into Cash Cows No More Delete and Pray for AWS Cost Reports Stop Rolling Your Own Certificate Rotation AWS Did It Tux Gets a Security Checkup, Microsoft Antivirus Style Coal Plant to Cloud Plant Google’s Billion Dollar Glow Up FinOps Grows Up and Gets an AI Spending Problem Tokenomics Foundation Wants to Bill AI by the Word Sweet Home Alabama Now Runs on Google Cloud Infrastructure 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. General News 02:53 Microsoft restricts Claude Fable for employees over data retention concerns  Microsoft has restricted Claude Fable 5 from its internal GitHub Copilot model picker, even though the model is available to external GitHub Copilot and Azure Foundry customers.  All other Claude models remain available internally because they operate under Zero Data Retention rules. The core issue is that Claude Fable 5 requires data retention to power Anthropic’s new safety classifiers, meaning prompts and outputs are stored for up to 30 days by default, and up to two years if flagged for policy violations.  This creates a meaningful conflict with enterprise data handling expectations. This situation highlights a broader tension cloud enterprises face when adopting frontier AI models that bundle safety mechanisms requiring data retention, since those requirements may conflict with internal legal and compliance policies around confidential information. The restriction is notable because Microsoft is both a distribution partner for Anthropic through Azure and a direct competitor via its own AI offerings, so internal adoption decisions carry weight beyond typical enterprise procurement concerns. For developers and businesses evaluating Claude Fable 5 through Azure Foundry or GitHub Copilot, this serves as a reminder to review the specific data retention terms for Mythos-class models before deploying them in workflows that handle sensitive or proprietary information. 04:23 Statement on the US government directive to suspend access to Fable 5 and Mythos 5 The US government issued an export control directive requiring Anthropic to immediately suspend access to Fable 5 and Mythos 5 for all foreign nationals, forcing a full custom...
• 
  358: AI Spend Limits Because Frontier Models Aren't Free Therapy 19.06.2026 1t 22min

  Welcome to episode 358 of The Cloud Pod, where the weather is always cloudy!  Justin, Matt, and Ryan (who, rumour has it, was working on an Eagles music podcast) are in the studio this week to bring you all the latest in AI and cloud news (and begging for a AI spend limit increase), including anthropic wanting everyone – except themselves – to slow down AI development, GitHub’s insane number of commits, and even an announcement from CoreWeave, plus so much more. Let’s get started!  Titles we almost went with this week Stop Configuring Domains One by One Like a Peasant SSH Into Your AI Agent Like It’s 1999 Your AWS Bill Finally Has an AI Babysitter Stop Blaming Engineering, the AI Will Do It Now GPU Queue Anxiety Meet Your Serverless Spark Therapist One Wildcard Certificate to Rule All Subdomains One PTU Reservation to Rule All Regions Twelve Billion Parameters Walk Into a Laptop Squeezing Gemma 4 Until the Bits Cry Azure Cobalt 200 VMs Are Really Arm-ed and Dangerous AI has gone all Fables and Myth Arm-ed she blows: but probably not to a region near you Dash to change your password as Dashlane gets owned Siri AI shows just how slow Gemini is AI Announces going public, and then spreads Myths about AI development A big thanks to this week’s sponsors: There are many cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  General News 01:27 How GitHub plans to win developers back GitHub’s scale challenge has grown substantially beyond earlier projections.  The platform processed 1 billion commits in all of 2025, but now handles 1.4 billion commits per month, with AI agents alone generating over 17 million pull requests monthly. The technical remediation work has shifted from surface-level scaling to architectural rebuilding. GitHub has addressed MySQL contention, moved webhooks off MySQL entirely, rewritten the GitHub Actions job dispatch system, and is migrating performance-sensitive code from its Ruby monolith to Go. GitHub’s migration to Microsoft Azure, previously reported as a capacity move, is now described as a deeper infrastructure overhaul.  The goal is service isolation so that a degraded subsystem like Actions does not cascade failures to Git or other core services. Microsoft is providing engineering support from teams with experience scaling systems at comparable load levels, which represents a more direct operational involvement than what was previously discussed. New feature releases like the Copilot CLI app are being developed outside the core GitHub.com infrastructure, which GitHub says allows continued product work without adding risk to the systems currently under remediation. 03:0 Ryan – “I’d actually lik...
• 
  357: Cache Me If You Can - Now With Durability 10.06.2026 1t

  Welcome to episode 357 of The Cloud Pod, where the weather is always cloudy! Justin and Matt are in the studio this week to bring you all the latest in cloud and AI news! Is AI costing more than the people it replaced? Are CEO’s suffering from AI psychosis? Is Opus 4.8 better than 4.7? We answer all of these questions and more this week – so let’s get started!  Titles we almost went with this week Valkey Stops Forgetting Your Data Like Your Ex  AI Coding Tools Cost More Than the Coders They Replace Microsoft Discovers AI Budgets Burn Faster Than Enthusiasm Executives Caught Hallucinating About AI Productivity Gains ABBA Said ” Dancing Queen”, but Google Said Data Center AI Now Tells Your AWS Apps How Fragile They Really Are Stop Playing VM Whack-a-Mole With Maintenance Windows Chaos Engineering for Apps Too Scared to Change AWS Rewires the Data Center With One Weird Optical Trick IAM the One Spending All Your Bedrock Money SQL Server Licenses Finally Pack Their Own Bags When AI Hype Meets Productivity Research, It Hurts CEOs Gone Wild: Demos Versus Deployment Reality Serverless Search Finally Learned to Nap Between Requests ElastiCache Finally Remembers Things After a Reboot Valkey Gets Durable So Your Data Stops Ghosting You Zero Data Loss Without Losing Your Microseconds Too Microsoft Build 2026 Scout AI and Quantum Dreams A big thanks to this week’s sponsors: There are many cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  General News  01:45 Microsoft data suggests using AI is more expensive than hiring people: Microsoft canceled most internal Claude Code licenses just months after encouraging widespread adoption, redirecting employees to GitHub Copilot CLI instead.  This does not affect the broader Foundry partnership with Anthropic, but it signals that token costs at scale have become difficult to justify internally. Uber’s situation adds context here: the company reportedly burned through its entire 2026 AI coding tools budget in four months after internal teams were incentivized to compete on usage. This illustrates how adoption incentives can create runaway costs that outpace projected savings. The core economic tension worth discussing is whether AI tooling costs at scale can undercut the labor-savings argument.  When compute bills approach or exceed payroll savings, the ROI case for broad AI deployment gets more complicated for finance and engineering leaders to defend.
• 
  356: Holy Labor Displacement, Batman! The Vatican Weighs In 03.06.2026 47min

  Welcome to episode 356 of The Cloud Pod, where the weather is always cloudy! Justin and Ryan are in the studio this week and ready to bring you all the latest in cloud and AI news, including the Pope coming out against AI,  AWS introducing a new local zone, and GitHub having yet another crappy week. There’s a lot of news, so let’s get started!  Titles we almost went with this week Istanbul Not Constantinople, But Definitely an AWS Local Zone 218 Billion Parameters Walk Into a Single GPU Postgres Walks Into a DynamoDB Bar NSA Slides Into Anthropic’s DMs With 9 Billion Reasons Spy Agencies Want Claude But Can They Afford the Terms Pre-Shared Keys Were So Last Decade Azure When the Church and Anthropic Agree on AI Ethics Microsoft Finally Joins the Linux Party. It Crashed Iran Wants Cable Fees, and That’s No Phishing When the Church, the Spies, and Iran All Come for Big Tech I was gonna record a podcast until I got a migraine A big thanks to this week’s sponsors: There are many cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  General News  03:31 Pope Leo, Anthropic Co-Founder Warn of AI Power Concentration, Labor Displacement Pope Leo XIV published a 42,000-word treatise called Magnifica Humanitas, outlining the Catholic Church’s position on AI governance, with a focus on labor displacement, power concentration among private tech companies, and autonomous weapons systems. Anthropic co-founder Chris Olah was invited to participate in the Vatican’s AI encyclical event, and publicly acknowledged that large-scale human labor displacement from AI is a real possibility, framing support for displaced workers as a moral obligation. The document raises a structural concern relevant to cloud and AI businesses; that private transnational companies now hold more resources and influence over AI development than many governments, complicating regulatory oversight. The treatise specifically calls out the working conditions of data labelers, content moderators, and rare earth mineral extractors as forms of exploitation embedded in the AI supply chain, which touches directly on how cloud AI services are built and maintained. For cloud and AI businesses, this document signals growing institutional pressure from non-governmental bodies to factor employment protection and human dignity into product and infrastructure decisions, not just regulatory compliance. 04:41 Justin – “It’s not very often the pope weighs in on what you do for a day job.” 06:20 Iran demands Big Tech pay fees fo...
• 
  355: The Cloud Pod's AI Pleads Not Guilty, Blames Philip K. Dick 27.05.2026 1t 11min
• 
  354: US-Tirefire-1 lives up to its Stellar Reputation 20.05.2026 1t 30min

  Welcome to episode 354 of The Cloud Pod, where the weather is always cloudy! This week was sort of a tire fire for the cloud, with US-East-1 losing power, TanStack Supply chain being hit with an impressively creative attack, and Linux getting hit with a second vulnerability in as many weeks. But it’s not all bad news – Microsoft finally figured out we don’t want (or need) Copilot in EVERYTHING, and Anthropic introduced dreaming via Claude managed agents. There’s even more where that came from, plus an aftershow, so let’s get started! Titles we almost went with this week IAM Not Messing Around With AI Agent Security  Redis Who? Valkey 9.0 Crashes the Cache Party US-EAST-1 Loses Power Again, Architects Say Told You So HTTP 402 Payment Required Now Actually Required for Bedrock Agents  ElastiCache Finds Your Data With Vectors and Vibes Stop Squinting at Logs and Let AI Do It GKE Nodes Finally Stop Taking the Scenic Route AWS MCP Server Goes GA So Your AI Stops Lying AI Agents Now Snitching on Your Sloppy Security Code TanStack Supply Chain Worm Trusted SLSA and Lied I wonder if Claude is dreaming about how bad my code is US-EAST-1 Loses Power Again, The CloudPod Say Told You So Will my credit card company accept my agent bought it as a fraud reason?  Extended RDS and Cloud SQL is a TAX without representation Boston SQL Party – Throw your Extended RDS overboard Everyday is a bad day for Cyber Security Azure Scale Sets Finally Let Your VMs Grow Up From 200 to 1000 VMs Without Starting Over Availability Sets Pack Their Bags for Scale Sets A big thanks to this week’s sponsors: There are many cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  Follow Up 01:26 Microsoft Cuts Copilot Bloat Microsoft is actively removing Copilot integrations from products where adoption was low or user feedback was negative, including Gaming Copilot on Xbox and several Windows 11 entry points in Photos, Widgets, and Notepad. The scale of the Copilot sprawl became concrete when a tech commentator counted 81 distinct Copilot products, a figure that circulated internally at Microsoft and drew attention from staff. Microsoft executive Jacob Andreou publicly acknowledged the need to cut underperforming Copilots before deleting the post, signaling an internal shift toward consolidation under a single combined consumer and enterprise Copilot organization. The financial case for trimming Copilots is direct: Microsoft noted during its most recent earnings that running certain Copilots was compressing margins, particularly free integrations in Windows where no additional revenue offsets the inference costs. The products Microsoft is choosing to retain, such as Microsoft 365 Copilot, which saw 33 percent growth in paying users last quarter...
• 
  353: Don't Be Evil Unless the Government Asks Nicely 13.05.2026 1t 40min

  Welcome to episode 353 of The Cloud Pod, where the weather is always cloudy! Justin, Ryan, and Matt are in the studio this week and ready to bring you all the latest news, including earnings from the big 3, a new agreement between the DOW and Google (Don’t be Evil), AI Agents, and more OpenClaw news (that your security team may not appreciate). Plus, DataCenters may not be great for the environment. Who knew?  There’s a lot to cover, so let’s get started! Titles we almost went with this week Who Let the Bots Out? AI Governance Has No Answer  Microsoft Loses Its OpenAI Monopoly But Keeps the Parking Spot  AWS But Make It Forklifts and Freight Bezos Built a Money Printer That Prints Data Centers GPT-5.5 Instant Arrives Faster Than Your Last Existential Crisis When Your AI Coding Tool Ghosts You for Seven Weeks No More Goldfish Brain for Your AI Agents Amazon Quick Connects Everything Except Your Work-Life Balance AWS WAF Now Knows Which AI Is Crawling Your Stuff Stop Pushing Broken Code to Staging Like a Caveman Your AI Agent Called It Needs Automated Therapy OpenAI Moves In, and AWS Didn’t Even Change the Locks AI Interviews Candidates So Recruiters Can Nap Foundry Gives AI Agents Long-Term Memory and a Diary Cloud Earnings are Up… but some day the Capex Bell will Toll for the AI Reckoning Who Let the Bots Out? AWS WAF now shows you A big thanks to this week’s sponsors: There are many cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  We also wanted to tell you about something coming to the US for the first time — WeAreDevelopers World Congress!  They’ve been doing this in Europe for years, 15,000-plus attendees in Berlin, it’s one of the biggest developer events over there. Coté from Software Defined Talk is actually speaking at their Berlin event this summer, so we’ve got some firsthand context here. In September, they’re launching the North America edition. San José, September 23 to 25. 500-plus speakers, 18 tracks — cloud, infrastructure, DevOps, security, AI, data engineering, all of it. Speakers from Datadog, Honeycomb, Sentry, Google, LinkedIn, and Stack Overflow. Olivier Pomel, Christine Yen, Milin Desai, Kelsey Hightower – plus workshops and masterclasses, not just talks. These are people who know how to do a developer conference at scale. wearedevelopers.us, code DEVPOD26 for 15% off. Group rates on top of that for 4 or more. Follow Up It’s Earnings Time!  01:23 Microsoft (MSFT) Q3 earnings report 2026 Microsoft posted Q3 2026 revenue of $82.89 billion, up 18% year over year, with Azure cloud services growing 40%, slightly ahead of analyst expectations in the 38-39% range. Capital expenditures came in at $31.9 billion, about $3 billion below the analyst consensus of $34.9 billion, contributing to the stock dipping 2% despite the earnings beat, reflecting investor sensitivity to AI infrastructure spending levels. Microsoft’s annualized AI revenue now stands at $37 billion, up 123% year over...
• 
  352: Google Next: Rebrandapalooza 05.05.2026 1t 45min

  Welcome to episode 352 of The Cloud Pod, where the weather is always cloudy! Justin, Matt, and Ryan are safely back from Vegas (Ryan and Justin, anyway), and they have all the news and announcements from Google Next. Plus, we have Ryan’s take on Phish, news from Cloudflare, and a shoe company making a pivot. There’s a lot to cover, so let’s get started! Titles we almost went with this week Redact Yourself Before You Wreck Yourself OpenAI **Anthropic Fork Yeah Cloudflare Artifacts Is Here Git Happens at Scale on Cloudflare Bucket List Item Checked Lambda Mounts S3 File Systems Terraform Your Agents Before They Terraform You Cloud Run Gets GPUs and Finally Hits the Gym Spanner Goes Rogue, Leaves the Cloud Behind Knowledge Catalog Knows What Your Agents Did Last Query One Control Plane to Rule a Million Chips No More Incognito Windows for Your AWS Identity Crisis Your Agent Can Now Write Files Without Burning Everything Down Spend Caps Finally Tell Runaway AI Jobs to Chill RIP Vertex, long live the agent Agents all the way down Google Next: This is the dawning of the Age of Agentic Allbirds Proves AI Hype Needs No Infrastructure   A big thanks to this week’s sponsors: There are a lot of cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  We also wanted to tell you about something coming to the US for the first time — WeAreDevelopers World Congress!  They’ve been doing this in Europe for years, 15,000-plus attendees in Berlin, it’s one of the biggest developer events over there. Coté from Software Defined Talk is actually speaking at their Berlin event this summer, so we’ve got some firsthand context here. In September, they’re launching the North America edition. San José, September 23 to 25. 500-plus speakers, 18 tracks — cloud, infrastructure, DevOps, security, AI, data engineering, all of it. Speakers from Datadog, Honeycomb, Sentry, Google, LinkedIn, and Stack Overflow. Olivier Pomel, Christine Yen, Milin Desai, Kelsey Hightower – plus workshops and masterclasses, not just talks. These are people who know how to do a developer conference at scale. wearedevelopers.us, code DEVPOD26 for 15% off. Group rates on top of that for 4 or more. General News  06:12 Amazon invest up to $25 billion in Anthropic part of AI infrastructure Amazon has committed up to $25 billion in additional investment in Anthropic, bringing its total potential investment to $33 billion. The latest $5 billion tranche is based on Anthropic’s $380 billion valuation, with up to $20 billion more tied to commercial milestones. In exchange, Anthropic has committed to spending over $100 billion on AWS over the next decade, with a specific focus on Trainium custom AI chips, and plans to bring nearly 1 gigawatt of Trainium2 and Trainium3 capacity online by end of the year. Anthropic cited real infrastructure strain from growing enterprise...
• 
  351: IAM the One Spending All Your AI Money 22.04.2026 1t 27min

  Welcome to episode 351 of The Cloud Pod, where the weather is always cloudy! Justin, Matt, and Ryan are in the studio today and ready to bring you the latest in cloud and AI news. And it’s that time of year again – we’re coming up quickly on Google Next, place your so we’ve got our yearly predictions for what’s coming from Vegas, as well as more news about Mythos, Amazon finally becoming a utility, and even an aftershow where we discuss the computing power of Artemis. It’s a great show, so let’s get started!  Titles we almost went with this week Three StorageClasses Walk Into an AI Workload Deprecated Models Don’t Die, They Just Fail Your API Calls SQL Walks Into a Graph Bar and Stays Too Many Agents Spoil the Workflow One Registry to Rule All Your Rogue AI Agents Eight CPUs Walk Into Space, Only One Comes Back Stop Retyping the Same Gemini Prompt Like a Caveman Claude Code Routines Let AI Work While You Sleep AWS Builds a Yellow Pages for Your AI Agents GPT Finally Stops Refusing to Talk About Hacking None of the hosts is ready for Next We are once again trying to look into our next next next crystal ball and failing Google is gonna announce AI, it’s just mandatory now Las Vegas is calling, our Livers are crying A big thanks to this week’s sponsors: There are a lot of cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  We also wanted to tell you about something coming to the US for the first time — WeAreDevelopers World Congress!  They’ve been doing this in Europe for years, 15,000-plus attendees in Berlin, it’s one of the biggest developer events over there. Coté from Software Defined Talk is actually speaking at their Berlin event this summer, so we’ve got some firsthand context here. In September, they’re launching the North America edition. San José, September 23 to 25. 500-plus speakers, 18 tracks — cloud, infrastructure, DevOps, security, AI, data engineering, all of it. Speakers from Datadog, Honeycomb, Sentry, Google, LinkedIn, and Stack Overflow. Olivier Pomel, Christine Yen, Milin Desai, Kelsey Hightower – plus workshops and masterclasses, not just talks. These are people who know how to do a developer conference at scale. wearedevelopers.us, code DEVPOD26 for 15% off. Group rates on top of that for 4 or more. Follow Up 01:47 AI Cybersecurity After Mythos: The Jagged Frontier  Since the original Mythos/Project Glasswing announcement, AISLE published follow-up testing showing that small, inexpensive open-weight models can replicate much of the vulnerability detection work Anthropic attributed to Mythos, with all 8 tested models detecting the flagship FreeBSD NFS buffer overflow, including a 3.6B parameter model costing $0.11 per million tokens. A notable correction to the framing of the original announcement: cybersecurity AI capability does not scale smoothly with model size or cost.  Model rankings reshuffle completely across different security tasks, meaning there is no single b...
• 
  350: It looks like you're trying to send an email from 250,000 miles away! Would you like help with that? 16.04.2026 1t 2min

  Welcome to episode 350 of The Cloud Pod, where the weather is always cloudy! Justin, Jonathan, and Matt are this week’s hosts, and they’ve scoured the clouds for all the latest news and announcements, including that Mythos drop. Is it the AI apocalypse that everyone is claiming? We’ve also got news from DigitalOcean, an email from Space, Claude and even some Guardrails. There’s a lot to cover, so let’s get started! Titles we almost went with this week Two AIs Walk Into a Studio and Actually Sound Good  No More Idle GPUs Twiddling Their Tensor Cores  When AWS Availability Zones Become Unavailability Zones Token by Token Codex Pricing Finally Makes Cents Just Ask AWS Where All Your Money Went You’ve Got mTLS: Amazon SES Locks Down Email Security Cost Explorer Finally Speaks Plain English Missiles Make AWS Multi-Region Strategy Mandatory Shell Yeah Your Agent State Now Persists S3 Files Finally Lets You ls Your Bucket Claude Found Your Zero-Day Before Lunch One Guardrail to Rule All Your AWS Accounts Premium SSD Wins Azure VDI but Your Wallet Cries No More Amnesia: Your Bedrock Agent Keeps Its Memories Pay Per Claw Anthropic Sharpens Its Pricing Policy Even Astronauts Need IT Support for Microsoft Outlook AWS still can’t answer the question of what EC2 Other is AWS announces several new Unavailability Zones A big thanks to this week’s sponsor: There are a lot of cloud cost management tools out there, but only Archera provides insured commitments. It sounds fancy, but it’s really simple. Archera gives you the cost savings of a 1 or 3-year AWS Savings Plan with a commitment as short as 30 days. If you do not use all the cloud resources you have committed to, Archera will literally cover the difference. Other cost management tools may say they offer “insured commitments”, but remember to ask: Will you actually give me my rebate? Because Archera will.  Check out thecloudpod.net/archera to schedule a demo today.  Follow Up 00:45 Ground control to Microsoft: Artemis 2 astronauts deal with Outlook hiccup in deep space Artemis 2 astronauts aboard NASA’s Orion spacecraft encountered a common Outlook configuration issue on their first day in space, requiring remote IT support from Mission Control to resolve it by reloading the commander’s files. NASA uses commercial off-the-shelf software like Microsoft Outlook for crew scheduling and personal communications, while keeping primary flight systems on separate radiation-hardened hardware, illustrating a practical separation of concerns in mission-critical environments. The Outlook issue stemmed from the app having configuration problems when no direct network connection is available, which the flight director noted is not uncommon, raising questions about offline-readiness for software deployed in connectivity-constrained environments. This incident is a useful reminder for cloud and enterprise software users that applications heavily dependent on network connectivity can...
• 
  349: Gmail Finally Lets You Ditch xXDragonSlayer2004Xx 08.04.2026 1t 4min

  Welcome to episode 349 of The Cloud Pod, where the weather is always cloudy! Justin and Jonathan managed to make it into the studio this week, and they brought a guest! Dave Garaway jas joined us, and brought some on-the-ground knowledge from GTC, plus a slew of supply chain attacks, Gmail username changes and Claude’s code debacle. We’ve got all this and more – so let’s get started!  Titles we almost went with this week AWS Console Gets a Makeover Nobody Asked For From Eight Hours to 22 Seconds, Hackers Got Fast AWS Spring Cleaning Hits Nine Services Hard Trivy Pursuit Turns Into a 500K Credential Heist Skip the Consultant, AWS Security Now Hacks Itself AWS Pen Testing Agent Pokes Your Cloud Around the Clock Your Cringey Gmail Address Gets a Second Chance Stop Babysitting Servers, Let Google Handle MCP AI Agent Untangles Your Kubernetes Networking Spaghetti One Bad Actor Poisons a Hundred Million Downloads Lambda Finally Hits the Gym with 32 GB From GPU Hype to Production Inference Without the Hyperscaler Headache Follow Up 01:28 Hegseth, Trump had no authority to order Anthropic to be blacklisted, judge says A US District Judge granted Anthropic a preliminary injunction blocking the Department of War’s blacklisting, ruling the designation was First Amendment retaliation rather than a legitimate national security action. The court found officials lacked authority to blacklist Anthropic without considering less restrictive alternatives or providing evidence of an urgent security risk, noting the designation was triggered by Anthropic’s “hostile manner through the press.” The practical business impact was already substantial before the ruling, with three trade deals cancelled and other potential partners delaying negotiations, representing potentially billions in lost contracts over five years. Anthropic continues to balance the legal fight with maintaining its government relationships, publicly emphasizing alignment with the Department of War’s mission around safe AI deployment even while litigating against it. For cloud and AI vendors, this case establishes a notable precedent around government procurement decisions and First Amendment protections, with implications for how companies publicly challenge federal contracting positions. 02:35 Jonathan – “I’m guessing Anthropic is super busy with all the people coming to them for deals right now, because it seems to me that Anthropic is getting all the business customers and OpenAI are getting the personal customers.”   04:08 Delve Announces Changes and New Customer Support Measures  Delve has responded to allegations from an anonymous Substack post by denying claims of faked evidence, clarifying that independent AICPA-accredited auditors, not Delve, issue SOC 2 reports and ISO 27001 certifications.  The company published...
• 
  348: Compliance Theater Now Available as a Subscriptions 02.04.2026 1t 10min

  Welcome to episode 348 of The Cloud Pod, where the weather is always cloudy! Justin, Ryan, and Matt are in the studio this week to bring you all the latest news in AI and Cloud, inclduing Strykers troubles, AWS’ birthday, Bedrock Agents, and Claude Code – plus so much more. Let’s get started!  Titles we almost went with this week SOC 2 It to Me Delve Fires Back  Shell Yeah Bedrock Agents Just Got Command Line Powers When Your SOC 2 Report Is Just Fan Fiction uv, Ruff, and ty Walk Into an OpenAI Acquisition Hash Field Expiration Is Here, and It’s No Redis Herring Stop Paying Full Price for Tokens You Already Bought Fake It Till You Audit It Cache Me If You Can CNCF Sandbox Edition Microsoft Learns Consent Matters in Copilot Rollout Microsoft’s Stinky Cloud Gets Federal Seal of Approval When Your Audit Trail Leads to a Blog Fight Ping Your AI Agent on Discord Like a Millennial Twenty Years of AWS and the Bill Never Stops The LLM hack that feels a lot like Node Shift Left Package issues Claude Code Auto Mode Lets AI Work Unsupervised Stop Babysitting Your AI Claude Code Goes Solo Auto Mode Gives Claude Code the Keys to the Car Java comes to the coffee shop with AI General News  01:21 Customer Updates: Stryker Network Disruption  Stryker confirmed a cyberattack on March 11, 2026, that disrupted their internal Microsoft corporate environment, affecting order processing, manufacturing, and shipping, but notably not their connected medical devices or cloud-hosted products. The attack vector was specific to Stryker’s Microsoft environment, which meant products running on AWS (Vocera Edge, Vocera Ease) and Google Cloud Platform (care.ai) were architecturally isolated and unaffected, demonstrating a practical benefit of multi-cloud separation. Stryker explicitly stated this was not ransomware or malware, and government agencies, including CISA, FBI, and the White House National Cyber Director, were engaged, with domain seizures linked to threat actors already executed. The incident highlights how healthcare organizations can architect medical device and cloud product infrastructure to be independent of corporate IT environments, as every product from Mako to SurgiCount to LIFEPAK operated normally due to network segmentation. Real-world patient impact was limited but present, with some personalized implant cases rescheduled due to shipping delays, underscoring that even contained corporate IT incidents can have downstream effects on physical supply chains. 02:30 Justin – “HugOps to the entire Stryker team; I couldn’t imagine having to rebuild my entire Windows estate at a company the size of Stryker in the middle of trying to do business and everything else.”  05:00
• 
  347: The CloudPod is Only Recording this Week “Because of AI” 26.03.2026 1t 2min

  Welcome to episode 347 of The Cloud Pod, where the forecast is always cloudy! Justin, Jonathan, and Ryan are in the studio recording today, and thankfully, Jonathan hasn’t replaced us all with Skynet – yet. This week, we’re discussing how old our tools (and us) are (hint: it’s really old), whether or not the SaasApocalypse is upon us, and whether or not the business or AI is responsible for the latest round of layoffs.  Titles we almost went with this week S3 Bucket Names Finally Stop Being a Global Hunger Games One Million Tokens Walk Into a Context Window SLO Down and Smell the Reliability Metrics CloudWatch Finally Watches Your Whole Cloud Organization S3 Turns 20 and Still Buckets the Competition Azure SRE Agent Goes GA So You Don’t Have To Twenty Years of S3 and No Signs of Object Permanence One Rule to Monitor Them All Across AWS One Flag to Secure Them All on Cloud Run SaaSpocalypse Now Atlassian Layoffs Hit the Jira No More Bucket Name Bingo with S3 Regional Namespaces A Picture Is Worth a Thousand Claude Tokens One Command to Rule Your Autonomous AI Agents AI Fixes Your Incidents Before Your Boss Notices The CloudPod is only recording this week “Because of AI” Amazon begs users to leave Simple DB with another migration tool Follow Up 00:54 Microsoft’s brief in Anthropic case shows new alliance and willingness to challenge Trump administration Microsoft filed an amicus brief in Anthropic’s lawsuit against the U.S. Department of War, urging a federal judge to temporarily block the Pentagon’s designation of Anthropic as a supply chain risk, citing substantial costs to government contractors that rely on Anthropic models. The brief arrived one day after Microsoft launched Copilot Cowork, built on Anthropic’s Claude, and four months after Microsoft committed up to $5 billion in Anthropic as part of a deal requiring Anthropic to spend at least $30 billion on Azure, making the legal filing directly tied to concrete commercial dependencies. Microsoft highlighted a procedural inconsistency in the government’s approach: the Pentagon gave itself six months to transition off Anthropic’s models while making the supply chain designation effective immediately for contractors, creating an unequal compliance burden. Amazon, which has invested $8 billion in Anthropic, has not publicly responded to the lawsuit or the designation, creating a notable contrast in how two major cloud providers with similar financial exposure are handling the situation. OpenAI announced its own Pentagon deal on the same day the Anthropic designation was issued, and
• 
  346: Zuckerberg Finally Finds His People, They Are All AI Agents 19.03.2026 1t 18min

  Welcome to episode 346 of The Cloud Pod, where the forecast is always cloudy! Hold on to your butts, because Justin, Ryan, and Matt are in the studio today, and they’re ready to bring you all the latest in Cloud and AI news, including the usual: Meta buying social networks, Amazon responding to outages, and OpenAI giving up another version of GPT. Let’s get into it!  Titles we almost went with this week ✍️ Cloudflare Spent $1100 to Rewrite Next.js in a Week One Pipe to Rule All Your OpenTelemetry Data ☑️ Check Yourself Before Google Wrecks Your Cloud Config Copilot Takes Jira Tickets So You Don't Have To ‍✈️ GitHub Copilot Agent Joins Your Jira Workflow Uninvited When AI Agents Network, Meta Swipes Right on Moltbook ️ Sixty Controls Walk Into a Terraform Repository One Security Console to Rule All Your Clouds AI Ate My Lock-In, and I Feel Fine ⛅ Oracle Sees $90 Billion Future Cloudy With a Chance of GPUs Your API Has Trust Issues, and We Can Prove It Stop Running Three Pipelines Like a Telemetry Hoarder From Database Dinosaur to AI Cash Cow ☠️ Meta: Target acquired; must kill Moltbook Meta saw Moltbook and said, “WE MUST OWN IT AND KILL.” Follow Up 00:51 Where things stand with the Department of War  Anthropic has been designated a supply chain risk to US national security by the Department of War, a designation the company is challenging in court as legally unsound under 10 USC 3252. The practical scope of the designation is narrow, applying only to the use of Claude in direct Department of War contracts, not to all customers that hold such contracts or to unrelated business with Anthropic. Anthropic has stated that it will continue to provide its models to the Department of War and the national security community at nominal cost, with ongoing engineering support, during any transition period and for as long as permitted. The company's two stated exceptions to military use involve fully autonomous weapons and mass domestic surveillance, and Anthropic has clarified these do not extend to operational decision-making, which it considers the military's domain. For cloud and enterprise customers, the key takeaway is that existing Claude deployments unrelated to Department of War contracts remain unaffected, though the legal dispute introduces uncertainty into federal procurement pipelines involving AI services. We will keep you updated on this in 12-18 months… AI Is Going Great - Or How ML Makes Money  01:21 Introducing GPT-5.4 OpenAI released GPT-5.4 across ChatGPT, the API, and Codex, positioning it as their most capable reasoning model to date. It merges the coding strengths of GPT-5.3-Codex with general reasoning, professional knowledge work, and native computer-use capabilities in a single model. The computer-use capabilities are a notable technical step, with GPT-5.4 achieving a 75% success rate on OSWorld-Verified desktop navigation, surpassing the reported human benchmark of 72.4% and...
• 
  345: Damn It… my excuse is now gone for Disaster Recovery 12.03.2026 1t 11min

  Welcome to episode 345 of The Cloud Pod, where the forecast is always cloudy! Justin, Ryan, and Matt are in the studio this week and are ready to bring you all the latest in cloud and AI news, including what’s going on between Anthropic, the DOD, and OpenAI, what the war means for Middle East data centers (Spoiler – I hope you have a good Disaster Recovery plan), and Transit Gateway pricing changes that are enough to make a grown man cry. And don’t bother waiting: Matt has completely forgotten almost two years of “bye everybody” and now claims full amnesia as to what his outtro is. Oh well. Let’s get into today’s show.  Titles we almost went with this week Claude Learned to Use a Computer Better Than Your Dad **OpenAI Amazon and OpenAI’s $138 Billion AI Bromance When Two AZs Go Dark the Cloud Gets Crispy Fifty Billion Reasons AWS Loves OpenAI Now **Anthropic Azure Still Wins Even When AWS Thinks It Did Fire, Water, and a Multi-AZ Assumption Goes Up in Smoke Claude Refuses to Go Full Skynet for the Pentagon GPT-5.3 Instant Finally Stops Lecturing You No Killer Robots Without Human Approval Please Terraform Finally Sees Your Forgotten Cloud Resources Stage Before You Rage Deploy Azure Firewall CrowdStrike to Zscaler AWS Wants Your Security Tab One Hub to Rule Your API Sprawl Transit Gateway Attachments Just Got Surprisingly Expensive Azure Container Registry Finally Has Room for Your AI Hoarding Bedrock Gets a Roommate OpenAI Moves In Azure Firewall Gets a Safety on the Trigger Stop Writing Scripts, Just Import the Dang Infrastructure Audit Your APIs Before March 2026 Bites You Damn it… my excuse not to DR is gone I’m Epically Furious about DR AI Is Going Great – Or How ML Makes Money  03:34 Anthropic acquires Vercept to advance Claude’s computer use capabilities  Anthropic acquired Vercept, a team specializing in AI perception and interaction, to strengthen Claude’s computer use capabilities.  The Vercept founders, including Ross Girshick, bring deep expertise in how AI systems visually interpret and interact with software interfaces. Claude Sonnet 4.6 shows substantial improvement in computer use benchmarks, jumping from under 15% on the OSWorld evaluation in late 2024 to 72.5% today.  The model is now approaching human-level performance on tasks like navigating spreadsheets and completing multi-tab web forms. Computer use enables Claude to operate inside live applications the way a human would, handling multi-step workflows across tools that cannot be automated through code alone.  This is relevant for enterprise use cases involving document processing, browser-based workflows, and cross-application task management. This is Anthropic’s second acquisition in a short period, following the purchase of Bun, which was tied to the Claude Code milestone. The pattern suggests Anthropic is actively acquiring specialized engineering teams rather than just technology assets. For developers and businesses building agentic workflows on Claude, the improved computer use performance means more reliable automation of complex, real-world software tasks without requiring custom integrations or APIs for every application involved. 05:18 Justin – “It seems like every day I have to upda...
• 
  344: Amazon’s Coding Bot Bites the Hand That Runs It 04.03.2026 1t 1min

  Welcome to episode 344 of The Cloud Pod, where the forecast is always cloudy! Justin is out of the office at a World of Warcraft Tournament (not really), and Ryan is pursuing his lifelong dream of becoming a roadie for The Eagles (maybe?), so it’s Jonathan and Matt holding down the fort this week, and they’ve got a ton of cloud news for you! From security to AI assistants, we’ve got all the news you need. Let’s get started!  Titles we almost went with this week Zero Bus, All Gas, No Kafka Brakes AI Coding Bot Bites the Hand That Runs It When Your Robot Developer Goes Rogue on AWS Kubernetes VPA Finally Stops Evicting Your Database Pods Google Trains 100 Million People, Still No One Reads the Docs  MCP Walks Into a Bar Not Enterprise Ready Yet No More Pod Evictions Kubernetes 1.35 Scales In Place No Keys No Drama Just IAM and Cloud SQL One Agent to Rule Them All in Kubernetes IAM Tired of Writing Policies Manually When Your AI Coding Tool Has Delete Permissions One Dashboard to Rule All Your GPU Clusters Serverless Reservations Prove Nothing Is Truly Free Range Kiro Takes the Wheel on AWS IAM Policies Stop Blaming Backups for Your Bad Architecture AI Agent Goes Rogue, Takes AWS Down With It Everything is Bigger in Texas Except the Water Usage OpenAI launches the college basketball of Inference. Pro service – low cost General News  1:05 Code Mode: give agents an entire API in 1,000 tokens Cloudflare‘s Code Mode MCP server reduces token consumption by 99.9% compared to a traditional MCP implementation, exposing the entire Cloudflare API (over 2,500 endpoints) through just two tools, search() and execute(), using roughly 1,000 tokens versus 1.17 million for a conventional approach. The architecture works by having the AI agent write JavaScript code against a typed OpenAPI spec representation, rather than loading tool definitions into context, with code executing inside a sandboxed V8 isolate (Dynamic Worker) that restricts file system access, environment variables, and external fetches by default. This approach addresses a fundamental constraint in agentic AI systems: adding more tools to give agents broader capabilities directly competes with the available context space for the task at hand. 01:41 Jonathan- “It’s good. I’m not sure I could imagine 2 ½ thousand MCP tool definitions in a context window and still actually use it for anything.”    AI Is Going Great – Or How ML Makes Money  03:58 OpenClaw creator Peter Steinberger joins OpenAI Peter Steinberger, creator of viral AI assistant OpenClaw (formerly Clawdbot/Moltbot), has joined OpenAI to lead development of next-generation personal agents.  OpenClaw gained attention for its ability to perform real-world tasks like calendar management, flight booking, and autonomous social network participation. OpenAI will maintain OpenClaw as an open source project through a foundation structure, allo...