@rseroter Avatar @rseroter Richard Seroter

Richard Seroter posts on X about ai, $googl, mcp server, how to the most. They currently have [------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

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Social Influence

Social category influence technology brands 14.91% stocks 9.94% finance 3.11% countries 1.24% exchanges 0.62% social networks 0.62% events 0.62% automotive brands 0.62%

Social topic influence ai 11.8%, $googl 5.59%, mcp server 4.35%, how to 3.73%, code 3.73%, agentic 3.11%, this is 2.48%, devs 2.48%, api 2.48%, if you 2.48%

Top accounts mentioned or mentioned by @googlecloud @geminicli @antigravity @cursorai @googleaistudio @anthropicai @addyosmani @googlechrome @ksprashu @google @pivotal @googledeepmind @googledevs @remiksamborski @dynamicwebpaige @googleresearch @googlecloudtech @azure @kaslinfields @googleoss

Top assets mentioned Alphabet Inc Class A (GOOGL) Cloudflare, Inc. (NET) Coinbase Global Inc. (COIN) Mastercard, Inc. (MA) Atlassian Corporation PLC (TEAM) Microsoft Corp. (MSFT)

Top Social Posts

Top posts by engagements in the last [--] hours

"It's here. Don't freak out. Next month the original Ingress NGINX component for Kubernetes won't be maintained any longer. Why is it getting retired What takes its place How do you migrate @kaslinfields has the answers in this @GoogleOSS post . https://opensource.googleblog.com/2026/02/the-end-of-an-era-transitioning-away-from-ingress-nginx.html https://opensource.googleblog.com/2026/02/the-end-of-an-era-transitioning-away-from-ingress-nginx.html"
X Link 2026-02-13T21:07Z 32.2K followers, [----] engagements

"Um this is awesome. Fire up the Gemini CLI and install the nano-banana extension. I just did. Generate or edit images create icons even produce technical diagrams or mockups. https://github.com/gemini-cli-extensions/nanobanana @googleaidevs Take it for a spin in Gemini CLI with the new Nano Banana extension 🍌 https://t.co/EAtkYyHkKB https://github.com/gemini-cli-extensions/nanobanana @googleaidevs Take it for a spin in Gemini CLI with the new Nano Banana extension 🍌 https://t.co/EAtkYyHkKB"
X Link 2025-10-02T17:57Z 32.2K followers, 240.8K engagements

"Kudos to @AnthropicAI for a killer registry of Claude use cases. If you're struggling for inspiration for what to do with an LLM (any LLM) this is a great set of scenarios to sift through. https://claude.com/resources/use-cases https://claude.com/resources/use-cases"
X Link 2025-11-13T22:35Z 32.2K followers, 383.6K engagements

""the browsers 30-year-old security model built for running hostile code from strangers the moment you click a link might be better suited for agentic AI than we give it credit for." the sandbox in front of us. Great stuff from @Paul_Kinlan. https://aifoc.us/the-browser-is-the-sandbox https://aifoc.us/the-browser-is-the-sandbox"
X Link 2026-01-27T16:44Z 31.9K followers, [---] engagements

"Protocols take off once they make their way into the language frameworks devs already use. A2A is now part of @springcentral AI which means Java devs have an easier way to build multi-agent systems with Spring Boot (or agents in any language). https://spring.io/blog/2026/01/29/spring-ai-agentic-patterns-a2a-integration https://spring.io/blog/2026/01/29/spring-ai-agentic-patterns-a2a-integration"
X Link 2026-01-30T20:01Z 31.9K followers, [---] engagements

"Maybe the most frustrating thing to me about coding with AI Getting outdated references to libraries models etc. Drives me nuts. This example of using Agent Skills in the @geminicli might be the cure. I like this pattern https://medium.com/google-cloud/beyond-prompt-engineering-using-agent-skills-in-gemini-cli-04d9af3cda21 https://medium.com/google-cloud/beyond-prompt-engineering-using-agent-skills-in-gemini-cli-04d9af3cda21"
X Link 2026-02-03T17:06Z 32K followers, [---] engagements

"I was hoping to do background listening to @OfficialLoganK and Project Genie folks from @GoogleDeepMind but I can't help but watch this discussion and demo without distraction. So cool. https://blog.google/innovation-and-ai/technology/ai/release-notes-podcast-project-genie/ https://blog.google/innovation-and-ai/technology/ai/release-notes-podcast-project-genie/"
X Link 2026-02-04T00:02Z 31.9K followers, [---] engagements

"Self-Improving Coding Agents how do agents get better on each iteration of work By saving and reading the "right" memories @addyosmani's post also reinforces my thought that we're all turning into product managers who need to think hard about scoping. https://addyosmani.com/blog/self-improving-agents/ https://addyosmani.com/blog/self-improving-agents/"
X Link 2026-02-04T17:26Z 32.2K followers, 21.5K engagements

"🚨 We just shipped a huge improvement to the @googledevs experience 🚨 It shouldn't be your responsibility to figure out which set of Google product docs has your answer. Introducing the Developer Knowledge API and (managed) MCP server. A single fresh source of truth. A 🧵"
X Link 2026-02-05T17:59Z 32K followers, 17.1K engagements

"@antigravity @geminicli @cursor_ai This new API (in preview) initially supports a ton of sources for docs about Gemini Cloud Android Chrome Firebase and much more"
X Link 2026-02-05T18:01Z 32K followers, [---] engagements

"@antigravity @geminicli @cursor_ai How do you use it Here are the three steps for using the MCP server. First you enable a beta @googlecloud API. We're in preview and may look at additional flows before GA. Give me feedback"
X Link 2026-02-05T18:03Z 32K followers, [---] engagements

"@antigravity @geminicli @cursor_ai @googlecloud Next create a @googlecloud API key for authenticating to the endpoint. It's optional but I restricted mine to only using this particular API"
X Link 2026-02-05T18:04Z 32K followers, [---] engagements

"@antigravity @geminicli @cursor_ai @googlecloud Third add the fully-managed MCP server reference to your favorite tool Our docs include steps for many popular choices. I added it to my @geminicli. https://developers.google.com/knowledge/mcp#config-api https://developers.google.com/knowledge/mcp#config-api"
X Link 2026-02-05T18:05Z 32K followers, [---] engagements

""It's hard to get started with @googlecloud." I hear that from you all from time to time. While we're always working to simplify it I also asked my team to document the "today" state so that the steps were super clear. Great post from @RemikSamborski: https://cloud.google.com/blog/topics/developers-practitioners/getting-started-with-gemini-3-unlocking-the-cloud-with-the-free-trial/ https://cloud.google.com/blog/topics/developers-practitioners/getting-started-with-gemini-3-unlocking-the-cloud-with-the-free-trial/"
X Link 2026-02-06T18:01Z 31.9K followers, [----] engagements

"In case you're looking for a great home for those Heroku apps @googlecloud Run is an ideal landing spot. Code-to-cloud deploys low cost pay-as-you-go web apps or background workers built-in monitoring easy to configure. Docs: https://docs.cloud.google.com/run/docs/migrate/migrating-nodejs-apps-from-heroku-to-cloud-run https://docs.cloud.google.com/run/docs/migrate/migrating-nodejs-apps-from-heroku-to-cloud-run"
X Link 2026-02-07T21:16Z 31.9K followers, [----] engagements

"Congrats Seahawks Outstanding performance"
X Link 2026-02-09T03:24Z 32K followers, [---] engagements

"You may never want to build an AI app but you can still take advantage of AI tools that bring knowledge into your IDE. @iRomin has a fantastic tutorial for using the new Google Developer Knowledge API and MCP server. It keeps you in a flow state longer: https://medium.com/google-cloud/tutorial-mastering-the-google-developer-knowledge-mcp-server-172201f9a9cb https://medium.com/google-cloud/tutorial-mastering-the-google-developer-knowledge-mcp-server-172201f9a9cb"
X Link 2026-02-09T15:38Z 32K followers, [----] engagements

"Why secure update and scale an MCP server on your own if you can use a hosted one There are reasons but for many it's not worth the hassle. We just shipped a hosted version our Data Commons MCP server. Pull the world's public data from one endpoint: https://developers.googleblog.com/access-public-data-insights-faster-data-commons-mcp-is-now-hosted-on-google-cloud/ https://developers.googleblog.com/access-public-data-insights-faster-data-commons-mcp-is-now-hosted-on-google-cloud/"
X Link 2026-02-09T16:39Z 32K followers, [---] engagements

"All the tech commercials in the Super Bowl were fine. Entertaining even But that Amazon Alexa+ one seemed like a huge mistake to me. Why give people all sorts of ideas about how AI could murder them Yikes. https://www.youtube.com/watchv=sCyiXmxHqSg https://www.youtube.com/watchv=sCyiXmxHqSg"
X Link 2026-02-09T16:49Z 32K followers, 16.2K engagements

"Death of Software. Nah. call me a dumb optimist but I'm definitely with @stevesi on this one. If you look back at the history of tech you see disruptions that caused angst and then a renaissance. https://www.a16z.news/p/death-of-software-nah https://www.a16z.news/p/death-of-software-nah"
X Link 2026-02-09T17:15Z 32K followers, [---] engagements

"I don't think I've ever met a professional software developer who regularly used a classic low-code app platform. That was for other users. But AI app building stacks We love 'em. What does that mean for those classic vendors https://www.forrester.com/blogs/appgen-is-eating-low-code-what-it-means-to-you/ https://www.forrester.com/blogs/appgen-is-eating-low-code-what-it-means-to-you/"
X Link 2026-02-09T20:40Z 32K followers, [---] engagements

""Once you cross a certain threshold however product velocity stops compounding and starts competing with itself. Youre no longer constrained by your capacity to ship new things but by your users capacity to adopt them." excellent advice in here https://newsletter.posthog.com/p/the-hidden-danger-of-shipping-fast https://newsletter.posthog.com/p/the-hidden-danger-of-shipping-fast"
X Link 2026-02-10T00:20Z 32K followers, [---] engagements

"Thanks to load-aware routing and context-aware routing in the GKE Inference Gateway @googlecloud Vertex AIwhich runs on GKEsaw a 35% drop in latency. That's a huge gain in speed compared to standard load balancing. You can use it too. https://cloud.google.com/blog/products/containers-kubernetes/how-gke-inference-gateway-improved-latency-for-vertex-ai/ https://cloud.google.com/blog/products/containers-kubernetes/how-gke-inference-gateway-improved-latency-for-vertex-ai/"
X Link 2026-02-10T15:52Z 32.1K followers, [---] engagements

"I'm heading to India next week and getting excited about it. First stop Delhi. If you're in town come by our builder day Then we'll be in Bengaluru for more meetups and another builder day. https://rsvp.withgoogle.com/events/builder-day-delhi-2026 https://rsvp.withgoogle.com/events/builder-day-delhi-2026"
X Link 2026-02-10T16:12Z 32K followers, 10K engagements

"Wish you could serve TCP and UDP traffic simultaneously on the same load balanced IP Necessary for DNS game servers streaming We just enabled this on @googlecloud GKE External Load Balancers services. Already shows up in our Docs MCP server. https://docs.cloud.google.com/kubernetes-engine/docs/how-to/mixed-protocol-lb https://docs.cloud.google.com/kubernetes-engine/docs/how-to/mixed-protocol-lb"
X Link 2026-02-10T19:17Z 32K followers, [---] engagements

"We're not doing less work thanks to AI. We're doing intense work and sometimes more of it. Those embracing AI the most may be burning out first. Doesn't seem we've found the right balance of expectations. https://techcrunch.com/2026/02/09/the-first-signs-of-burnout-are-coming-from-the-people-who-embrace-ai-the-most/ https://hbr.org/2026/02/ai-doesnt-reduce-work-it-intensifies-it https://techcrunch.com/2026/02/09/the-first-signs-of-burnout-are-coming-from-the-people-who-embrace-ai-the-most/ https://hbr.org/2026/02/ai-doesnt-reduce-work-it-intensifies-it"
X Link 2026-02-10T19:39Z 32.2K followers, [---] engagements

"Boom Great updates in this release of the best language for cloud and AI apps. 🌟 Go 1.26.0 is released 📝 Release notes: https://t.co/ChFCQ579Xc Download: https://t.co/6LE37h9eQH #golang https://t.co/iYeOFJVj2s 🌟 Go 1.26.0 is released 📝 Release notes: https://t.co/ChFCQ579Xc Download: https://t.co/6LE37h9eQH #golang https://t.co/iYeOFJVj2s"
X Link 2026-02-10T20:02Z 32K followers, [---] engagements

"I don't know if "context lake" becomes a thing but I do like something about the idea of centralized shared context for agents and humans. https://www.forrester.com/blogs/why-context-lake-matters-for-agentic-ai/ https://www.forrester.com/blogs/why-context-lake-matters-for-agentic-ai/"
X Link 2026-02-10T21:25Z 32K followers, [---] engagements

"Tired: "vibe coding" Wired: "agentic engineering" @karpathy suggested this language and @addyosmani likes it. Agentic engineering more reasonably describes the work professionals are doing with AI tools. https://addyosmani.com/blog/agentic-engineering/ https://addyosmani.com/blog/agentic-engineering/"
X Link 2026-02-10T22:29Z 32K followers, [----] engagements

"Agentic CLI extensions are great but they sometimes require upfront settings to activate correctly. We just launched extension settings for the @geminicli and this should help ensure extensions work great right away. https://developers.googleblog.com/making-gemini-cli-extensions-easier-to-use/ https://developers.googleblog.com/making-gemini-cli-extensions-easier-to-use/"
X Link 2026-02-11T16:26Z 32K followers, [----] engagements

"WebMCP is available for early preview I need to learn a lot more about this but you can check out this browser agent enabler now. Join the @googlechrome early preview program. https://developer.chrome.com/blog/webmcp-epphl=en https://developer.chrome.com/blog/webmcp-epphl=en"
X Link 2026-02-11T20:40Z 32.1K followers, [----] engagements

"AI Can Build Your Flutter App But It Cant Architect It it's true that AI-generated code may work great for an app with [--] users vs 50k. But I'm seeing more ways (MCP tools Skills etc) that scalable best practices are coming in from the start https://medium.com/flutter-community/ai-can-build-your-flutter-app-but-it-cant-architect-it-dda983826f5e https://medium.com/flutter-community/ai-can-build-your-flutter-app-but-it-cant-architect-it-dda983826f5e"
X Link 2026-02-11T21:18Z 32K followers, [---] engagements

"The purpose of Continuous Integration is to fail I mean that sounds right to me. If it's always green is it adding value The result would be the same without it. The point is catching mistakes sooner. https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail"
X Link 2026-02-11T22:05Z 32K followers, [---] engagements

"The results from your agentic dev tools are so much better when grounded in trusted sources of fresh knowledge. Good post about the specific benefits of using our new Developer Knowledge API and MCP server . https://medium.com/google-cloud/helping-your-agent-understand-google-trying-the-developer-knowledge-api-and-mcp-server-425fc557b455 https://medium.com/google-cloud/helping-your-agent-understand-google-trying-the-developer-knowledge-api-and-mcp-server-425fc557b455"
X Link 2026-02-11T23:05Z 32K followers, [---] engagements

"We're now so used to LLMs that we're impatient if we wait a couple of seconds for these magic machines to produce content. I like this post from @NoheDev that shows how to improve the AI UX by streaming the LLM thoughts back to the user . https://nohe.dev/posts/2026/02/operational-transparency https://nohe.dev/posts/2026/02/operational-transparency"
X Link 2026-02-12T17:40Z 32.1K followers, [---] engagements

"Across hundreds of services and many programming languages our @googlecloud team serves up tens of thousands of code samples Creating and maintaining by hand doesn't scale. We've spent a year building an AI-based workflow: https://cloud.google.com/blog/topics/developers-practitioners/7-technical-takeaways-from-using-gemini-to-generate-code-samples-at-scale/ https://docs.cloud.google.com/docs/samples https://cloud.google.com/blog/topics/developers-practitioners/7-technical-takeaways-from-using-gemini-to-generate-code-samples-at-scale/ https://docs.cloud.google.com/docs/samples"
X Link 2026-02-12T20:27Z 32.1K followers, [---] engagements

"Yikes these agents are getting spicy. When an OSS maintainer nixes a PR because it's written by an agent and meant for human contributors the agent goes off and writes a post about the maintainer. Stay safe out there. https://github.com/matplotlib/matplotlib/pull/31132#issuecomment-3882256286 https://github.com/matplotlib/matplotlib/pull/31132#issuecomment-3882256286"
X Link 2026-02-12T22:26Z 32.2K followers, [---] engagements

"🚨 Gemini Code Assist is now free for individual use. No cloud account needed virtually no usage limits. 128k token input. This excellent IDE extension for Visual Studio Code and Jetbrains IDEs use Gemini [---] and compliments @googleaistudio in your AI toolbox. Try it"
X Link 2025-02-25T16:00Z 32.2K followers, 476.1K engagements

"In which @RemikSamborski goes "Full Wiggum" in this example of setting up @antigravity for agent-first development. Persistence through automation results in a working system . https://medium.com/google-cloud/antigravity-the-ralph-wiggum-style-ee6784a78237 https://medium.com/google-cloud/antigravity-the-ralph-wiggum-style-ee6784a78237"
X Link 2026-02-05T21:30Z 32.2K followers, [---] engagements

"@waghnakh_21 @DynamicWebPaige @googlecloud @GoogleDeepMind @ksprashu @karthik_padman Yes big event on Thursday https://rsvp.withgoogle.com/events/builder-day-bengaluru-2026 https://rsvp.withgoogle.com/events/builder-day-bengaluru-2026"
X Link 2026-02-16T07:24Z 32.2K followers, [--] engagements

"Now for two things that have nothing to do with AI. Yes they exist. [--] Things That Cause High Latency in Your APIs (and How to Fix Them) Dont Miss a Beat: Scaling GKE with VPA Size Recommender and In-Place Pod Resizing https://medium.com/google-cloud/dont-miss-a-beat-scaling-gke-with-vpa-size-recommender-and-in-place-resizing-3c0e10cde08e https://nordicapis.com/5-things-that-cause-high-latency-in-your-apis-and-how-to-fix-them/ https://medium.com/google-cloud/dont-miss-a-beat-scaling-gke-with-vpa-size-recommender-and-in-place-resizing-3c0e10cde08e"
X Link 2026-02-13T22:20Z 32.2K followers, [----] engagements

"Do you have weekly 1:1s with your manager Are they mostly status updates You might be missing out on something better. This post encourages us to bring professional growth into the chat and a future focus. https://alifeengineered.substack.com/p/3-ways-to-stop-wasting-your-11s-with https://alifeengineered.substack.com/p/3-ways-to-stop-wasting-your-11s-with"
X Link 2026-02-16T04:01Z 32.2K followers, [---] engagements

"Seroter Daily Reading List February [--] 2026(#722): Todays links look at why OSS maintainers should fix the contribution process how to stop wasting 1:1s with your manager and how to give your agent some skills. https://seroter.com/2026/02/16/daily-reading-list-february-16-2026-722/ https://seroter.com/2026/02/16/daily-reading-list-february-16-2026-722/"
X Link 2026-02-16T16:23Z 32.2K followers, [---] engagements

"I shouldn't even be telling everyone about this but here goes. Did you know that if you have a Google account you have a free cloud-based dev environment at And it has now Gemini Code Assist now enabled by default Party on. https://cloud.google.com/shell/docs/launching-cloud-shell-editor http://ide.cloud.google.com https://cloud.google.com/shell/docs/launching-cloud-shell-editor http://ide.cloud.google.com"
X Link 2025-03-24T19:14Z 32.2K followers, 128.9K engagements

"1:1 conversational AI is cool. How about many to many 🤯 Here's new @GoogleResearch that includes an open source prototyping framework for defining groups designing workflows and hosting conversations. So many use cases for this. https://research.google/blog/beyond-one-on-one-authoring-simulating-and-testing-dynamic-human-ai-group-conversations/ https://research.google/blog/beyond-one-on-one-authoring-simulating-and-testing-dynamic-human-ai-group-conversations/"
X Link 2026-02-12T16:24Z 32.2K followers, [----] engagements

""The step change in functional ability from the agents of [----] to the agents of [----] is worth taking a step back to appreciate because it represents nothing less than a siege." good post from @sogrady https://redmonk.com/sogrady/2026/02/10/besieged/ https://redmonk.com/sogrady/2026/02/10/besieged/"
X Link 2026-02-13T16:16Z 32.2K followers, [---] engagements

"Learn fundamentals not frameworks I buy this argument from @milan_milanovic. If you don't learn (and focus on) fundamentals around architecture debugging or security you'll struggle as frameworks come and go. https://newsletter.techworld-with-milan.com/p/learn-fundamentals-not-frameworks https://newsletter.techworld-with-milan.com/p/learn-fundamentals-not-frameworks"
X Link 2026-02-13T17:17Z 32.2K followers, [----] engagements

""I think more people should stop reading the code not because the code doesnt matter but because reading it is increasingly the wrong way to ensure its right especially at scale." Argue against @BensHasThoughts's idea but he makes good points https://www.benshoemaker.us/writing/in-defense-of-not-reading-the-code https://www.benshoemaker.us/writing/in-defense-of-not-reading-the-code"
X Link 2026-02-13T18:55Z 32.2K followers, [----] engagements

""Our new Automated Review feature allows Conductor to go beyond planning and execution into validation generating post-implementation reports on code quality and compliance to the guidelines youve defined." nice update for @geminicli users https://developers.googleblog.com/en/conductor-update-introducing-automated-reviews/ https://developers.googleblog.com/en/conductor-update-introducing-automated-reviews/"
X Link 2026-02-13T19:39Z 32.2K followers, [----] engagements

"Seroter Daily Reading List February [--] 2026(#721): Todays links look at why you dont need to read the (generated) code why you should learn fundamentals instead of frameworks and how to fix latency issues in your APIs. https://seroter.com/2026/02/13/daily-reading-list-february-13-2026-721/ https://seroter.com/2026/02/13/daily-reading-list-february-13-2026-721/"
X Link 2026-02-13T23:17Z 32.2K followers, [----] engagements

"Hello Delhi Looking forward to a big week in India. After I finally get some sleep that is"
X Link 2026-02-14T16:19Z 32.2K followers, [----] engagements

"Great first day in Delhi. Visited some spots prepped some demos and tried to avoid napping"
X Link 2026-02-15T15:54Z 32.2K followers, 14.4K engagements

"Frontend work is changing. Do you need all that heavy web app code or might you offer up a disposable interactive UI for your agent Good post here on A2UI . https://mlops.community/finding-the-holy-grail-of-ai-agent-uis-from-ai-orchestrated-development-to-a2ui/ https://mlops.community/finding-the-holy-grail-of-ai-agent-uis-from-ai-orchestrated-development-to-a2ui/"
X Link 2026-02-16T01:57Z 32.2K followers, [---] engagements

"An AI agent that can proactively stop resize and restart your virtual machines You'd want guardrails in place but the use case matters. This post shows off a complete @GoogleCloudTech reference architecture . https://medium.com/google-cloud/building-an-autonomous-infra-agent-using-vertex-ai-adk-and-google-managed-remote-mcp-e80e657ac67e https://medium.com/google-cloud/building-an-autonomous-infra-agent-using-vertex-ai-adk-and-google-managed-remote-mcp-e80e657ac67e"
X Link 2026-02-16T06:24Z 32.2K followers, [---] engagements

"You might think that designers would be freaking out with all these AI tools letting any one of us burp out a decent design. But no this @figma survey shows some optimism. Designers use the tools but continue to develop the craft. https://www.figma.com/blog/state-of-the-designer-2026/ https://www.figma.com/blog/state-of-the-designer-2026/"
X Link 2026-02-16T12:05Z 32.2K followers, [---] engagements

"Most of the Agent Skill examples I see relate to builder tools. Make your IDE or CLI smarter. But the agents you build can use Skills too. This is a terrific post that shows how to effectively add Skills to your ADK agent. https://medium.com/google-cloud/introducing-skills-in-adk-teach-your-agent-new-tricks-one-skill-at-a-time-be319f9b1917 https://medium.com/google-cloud/introducing-skills-in-adk-teach-your-agent-new-tricks-one-skill-at-a-time-be319f9b1917"
X Link 2026-02-16T14:10Z 32.2K followers, [----] engagements

""Open source maintainers dont want to hear this but this is the way people code now and you need to do your part to prepare your repo for AI coding assistants." @techgirl1908 with a 🔥 take that I respect. Make the game work for you don't quit it. https://angiejones.tech/stop-closing-the-door-fix-the-house/ https://angiejones.tech/stop-closing-the-door-fix-the-house/"
X Link 2026-02-16T15:59Z 32.2K followers, [---] engagements

"Excited for the Builder Day that's starting soon here in Delhi. We're expecting a full house and brought an A-list set of speakers. And me"
X Link 2026-02-17T03:20Z 32.2K followers, [----] engagements

"Up next is Helen our leader of technical writing and documentation platforms at @googlecloud. I'm not sure any team at @google has made a bigger AI transformation"
X Link 2026-02-17T07:03Z 32.2K followers, [---] engagements

""There is huge excitement about newfound delivery speed but in private conversations I keep hearing the same second sentence: people are also confused about how to keep up with the pace they themselves created." - @mitsuhiko https://lucumr.pocoo.org/2026/2/13/the-final-bottleneck/ https://lucumr.pocoo.org/2026/2/13/the-final-bottleneck/"
X Link 2026-02-16T09:00Z 32.2K followers, [---] engagements

"Continuous training ambitious goals and employee-driven AI projects. The result is a Docs team that created and uses AI tools to complement their expertise while shipping more docs faster at higher quality"
X Link 2026-02-17T07:11Z 32.2K followers, [--] engagements

"@onel0p3z @geminicli @julesagent Hi there. We don't have any publicly reference-able material about how Google itself uses these tools. I can assure you that the Gemini CLI is very widely used and many of these others are becoming part of our daily workflows"
X Link 2025-08-28T17:16Z 28.4K followers, [--] engagements

"I just used every single vibe-coding product from @google so that you don't have to. I mean I want you to use them so please do. But who should use which and for what My look at Gemini Canvas Opal Gemini CLI Agentspace @googleaistudio more: https://seroter.com/2025/08/28/vibing-options-for-whoever-you-are/ https://seroter.com/2025/08/28/vibing-options-for-whoever-you-are/"
X Link 2025-08-28T17:52Z 28.4K followers, [----] engagements

"AI agents spark mix of anticipation skepticism and fear so does working with me https://www.cfodive.com/news/ai-agents-spark-mix-anticipation-skepticism-fear-workday/758593/ https://www.cfodive.com/news/ai-agents-spark-mix-anticipation-skepticism-fear-workday/758593/"
X Link 2025-08-28T19:19Z 28.4K followers, [---] engagements

"Google and Grok are catching up to ChatGPT says a16zs latest AI report definitely a different landscape than [--] years ago https://techcrunch.com/2025/08/27/google-and-grok-are-catching-up-to-chatgpt-says-a16zs-latest-ai-report/ https://techcrunch.com/2025/08/27/google-and-grok-are-catching-up-to-chatgpt-says-a16zs-latest-ai-report/"
X Link 2025-08-28T21:20Z 28.4K followers, [---] engagements

"Evolving Kubernetes for generative AI inference good post. Kubernetes has quietly () become a mature and forward-looking choice for an AI platform https://www.infoworld.com/article/4045563/evolving-kubernetes-for-generative-ai-inference.html https://www.infoworld.com/article/4045563/evolving-kubernetes-for-generative-ai-inference.html"
X Link 2025-08-29T19:45Z 28.4K followers, [---] engagements

"MCP: the Universal Connector for Building Smarter Modular AI Agents useful look at the variety of places where MCP contributes some value https://www.infoq.com/articles/mcp-connector-for-building-smarter-modular-ai-agents https://www.infoq.com/articles/mcp-connector-for-building-smarter-modular-ai-agents"
X Link 2025-09-02T17:30Z 28.4K followers, [---] engagements

""Whether you create your Iceberg tables in BigQuery Databricks or Snowflake you can leverage the resulting data from any platform and have your tables stay continuously up-to-date." looks like Iceberg is a standard that's got staying power https://cloud.google.com/blog/products/data-analytics/committing-to-apache-iceberg-with-our-ecosystem-partners/ https://cloud.google.com/blog/products/data-analytics/committing-to-apache-iceberg-with-our-ecosystem-partners/"
X Link 2025-09-02T21:09Z 28.4K followers, [---] engagements

"Seroter Daily Reading List September [--] [----] (#619): Todays links look at evaluating AI agents the core KPIs to care about for LLM performance tracking and why the open DocumentDB is making waves. https://seroter.com/2025/09/02/daily-reading-list-september-2-2025-619/ https://seroter.com/2025/09/02/daily-reading-list-september-2-2025-619/"
X Link 2025-09-02T23:56Z 28.4K followers, [---] engagements

"Do you wish that your AI coding suggestions looked more like your own code and best practices Without needing to remember to shove so much into the input context @googledevs Gemini Code Assist has a new UI for code customization and Markdown indexing I tried it. A 🧵 "
X Link 2025-09-03T19:51Z 28.4K followers, [----] engagements

"Is Your Talent the Bottleneck to GenAI Success you've got the talent already within your org. It's a question of how much you've invested in their upskilling. We've done a ton with huge impact. https://thenewstack.io/is-your-talent-the-bottleneck-to-genai-success/ https://thenewstack.io/is-your-talent-the-bottleneck-to-genai-success/"
X Link 2025-09-03T22:48Z 28.4K followers, [---] engagements

"This post from @Docker about "what you're doing wrong with MCP" is stacked with very specific guidance. Good advice. https://www.docker.com/blog/mcp-misconceptions-tools-agents-not-api/ https://www.docker.com/blog/mcp-misconceptions-tools-agents-not-api/"
X Link 2025-09-04T15:04Z 28.4K followers, [---] engagements

"Our Journey with Vibe Coding what weve learnt over the past [--] months enough time has passed that we can get legit reports from people who have been using AI tools to do their work. https://medium.com/google-cloud/our-journey-with-vibe-coding-what-weve-learnt-over-the-past-6-months-b25a0559f008 https://medium.com/google-cloud/our-journey-with-vibe-coding-what-weve-learnt-over-the-past-6-months-b25a0559f008"
X Link 2025-09-04T16:20Z 28.4K followers, [---] engagements

"An MCP server that makes it simpler to talk to a dozen different databases Great But also something you HAVE to secure correctly. Here's some guidance for running the MCP Toolbox on @googlecloud Run . https://medium.com/google-cloud/chain-of-trust-for-ai-a-secure-toolbox-app-architecture-on-cloud-run-7f18ae847dab https://medium.com/google-cloud/chain-of-trust-for-ai-a-secure-toolbox-app-architecture-on-cloud-run-7f18ae847dab"
X Link 2025-09-04T17:49Z 28.4K followers, [---] engagements

"If you're a people manager have you ever felt that "leadership avalanche" when you become responsible for a bunch of new folks Kinda scary. This post offers good advice for how to handle it: https://hbr.org/2025/09/when-youre-suddenly-managing-more-people-and-feeling-buried https://hbr.org/2025/09/when-youre-suddenly-managing-more-people-and-feeling-buried"
X Link 2025-09-04T20:44Z 28.4K followers, [---] engagements

"@satxsam Which type of scale In photos or something else"
X Link 2025-09-05T14:21Z 28.4K followers, [--] engagements

"It's not always easy to do functional or performance tests on an async event-driven system with many possible outcomes. Here's some guidance from the Capital One eng team. https://www.capitalone.com/tech/software-engineering/event-driven-architecture-performance-testing/ https://www.capitalone.com/tech/software-engineering/event-driven-architecture-performance-testing/"
X Link 2025-09-05T17:06Z 28.4K followers, [---] engagements

"Need to aggregate data stored in multiple systems What happens when you have a UI that needs data from a bunch of different services @codeopinion looks at a few patterns: https://codeopinion.com/composing-data-from-multiple-services/ https://codeopinion.com/composing-data-from-multiple-services/"
X Link 2025-09-05T20:32Z 28.4K followers, [----] engagements

"The whole "personal software" thing has legs. Sometimes I want a just-for-me app tool or agent to help me out. Here's a quick post on building a personal "priorities for the day" agent in the no-code @googlecloud Agentspace . https://medium.com/google-cloud/how-to-create-a-google-workspace-digital-assistant-agent-in-google-cloud-agentspace-2a42b1a8aed8 https://medium.com/google-cloud/how-to-create-a-google-workspace-digital-assistant-agent-in-google-cloud-agentspace-2a42b1a8aed8"
X Link 2025-09-08T14:15Z 28.5K followers, [---] engagements

"9 vital concepts of modern JavaScript I first touched JavaScript in [----] and likely have some old habits to reset. This article highlights some of the most important modern concepts. https://www.infoworld.com/article/4052419/9-vital-concepts-of-modern-javascript.html https://www.infoworld.com/article/4052419/9-vital-concepts-of-modern-javascript.html"
X Link 2025-09-10T14:13Z 28.4K followers, [---] engagements

"It really can be this easy. The Gemini CLI has a new extensions system and the first ones are a /deploy command that deploys your app to @googlecloud Run and a /security:analyze command to scan your repo. Just tried it. Great stuff. https://cloud.google.com/blog/products/ai-machine-learning/automate-app-deployment-and-security-analysis-with-new-gemini-cli-extensions/ https://cloud.google.com/blog/products/ai-machine-learning/automate-app-deployment-and-security-analysis-with-new-gemini-cli-extensions/"
X Link 2025-09-10T14:56Z 28.4K followers, [---] engagements

"@PrateekShukla @googlecloud Have you tried the agent mode in Code Assist Because it uses the Gemini CLI it has access to its web fetch capability. Not perfect though"
X Link 2025-09-10T16:21Z 28.4K followers, [--] engagements

"AI inferencing on Kubernetes is a thing. A big thing. It's best on GKE and @dbradstock shares why the GKE Inference Gateway (and other features) gives you the highest performing and most efficient way to serve models on Kubernetes. With receipts https://cloud.google.com/blog/products/ai-machine-learning/gke-inference-gateway-and-quickstart-are-ga/ https://cloud.google.com/blog/products/ai-machine-learning/gke-inference-gateway-and-quickstart-are-ga/"
X Link 2025-09-10T17:45Z 28.5K followers, [----] engagements

"Java devs feel some joy today. We all need some. It won't take long. Follow along with @glaforge and generate a video from scratch using our GenAI Java SDK. Banana images optional. https://glaforge.dev/posts/2025/09/10/generating-videos-in-java-with-veo3/ https://glaforge.dev/posts/2025/09/10/generating-videos-in-java-with-veo3/"
X Link 2025-09-11T15:40Z 28.5K followers, [---] engagements

"I'm not the least bit surprised that "AI cuts onboarding time in half for new hires in the enterprise." It's the lowest of low-hanging fruits for AI use cases that'll have big impact. Customized personalized learning/onboarding with AI Yes please. https://newsletter.getdx.com/p/ai-cuts-developer-onboarding-time-in-half https://newsletter.getdx.com/p/ai-cuts-developer-onboarding-time-in-half"
X Link 2025-09-11T17:38Z 28.4K followers, [---] engagements

"If you can use @GoogleAIStudio go for it. It's awesome. Some people can't use it at work want access to non-Google models or want integration with cloud services. For that there's @googlecloud Vertex AI Studio. But the UI was tough to use. It just got better. A quick 🧵"
X Link 2025-09-11T19:35Z 28.4K followers, [---] engagements

"We just rolled out a big UI change. I really like it. Here's the "before" view of the side nav. And the resulting interface was too busy and hard to navigate"
X Link 2025-09-11T19:36Z 28.4K followers, [---] engagements

"The new text chat (and nano-banana) experience is super clean. My saved prompts are on the left. Chat box with upload button tools and more below. Ability to name/save a prompt (along with adding notes) on the top right. And I can easily muck with system instructions"
X Link 2025-09-11T19:39Z 28.4K followers, [---] engagements

"Of course I can also choose my preferred model in Vertex AI Studio. I've chosen Gemini [---] Flash but I can choose a variety of our models along with Anthropic and Meta ones"
X Link 2025-09-11T19:40Z 28.4K followers, [---] engagements

"Vertex AI Studio is for developers who want to build and experiment with prompts using Google's best models with access to @googlecloud data and services. Want something else in the experience Tell me or @ColbyHawker. https://cloud.google.com/generative-ai-studio https://cloud.google.com/generative-ai-studio"
X Link 2025-09-11T19:45Z 28.5K followers, [---] engagements

"A2A Extensions: Empowering Custom Agent Functionality I missed this from a couple days ago but it looks like a powerful way to add custom functionality to your A2A servers https://developers.googleblog.com/en/a2a-extensions-empowering-custom-agent-functionality/ https://developers.googleblog.com/en/a2a-extensions-empowering-custom-agent-functionality/"
X Link 2025-09-11T20:50Z 28.4K followers, [---] engagements

"Let AI Interact with Your App via MCP how long until the majority of your "users" don't care about your web UI Sooner than you think. https://tighten.com/insights/let-ai-interact-with-your-app-via-mcp/ https://tighten.com/insights/let-ai-interact-with-your-app-via-mcp/"
X Link 2025-09-15T16:36Z 28.5K followers, [---] engagements

"Things change fast but it shouldn't be a mystery as to what the limits are for your favorite AI tools. Here's a page with quotas for free and paid Gemini app users: And here's the rate limits for the Gemini API for devs: https://ai.google.dev/gemini-api/docs/rate-limits https://support.google.com/gemini/answer/16275805 https://ai.google.dev/gemini-api/docs/rate-limits https://support.google.com/gemini/answer/16275805"
X Link 2025-09-15T18:26Z 28.5K followers, [---] engagements

""Sending trace data using OpenTelemetry Protocol via is now the recommended best practice for both new and existing users especially for those who expect to send high volumes of trace data." https://cloud.google.com/blog/products/management-tools/opentelemetry-now-in-google-cloud-observability/ http://telemetry.googleapis.com https://cloud.google.com/blog/products/management-tools/opentelemetry-now-in-google-cloud-observability/ http://telemetry.googleapis.com"
X Link 2025-09-15T19:10Z 28.5K followers, [---] engagements

""This page shows you how to quickly deploy and serve popular open large language models (LLMs) on GKE for inference by using a pre-configured production-ready reference architecture" applies to Gemma Meta Llama [--] Qwen3 and OpenAI gpt-oss https://cloud.google.com/kubernetes-engine/docs/tutorials/serve-open-models-terraform https://cloud.google.com/kubernetes-engine/docs/tutorials/serve-open-models-terraform"
X Link 2025-09-15T21:12Z 28.5K followers, [---] engagements

"Big BIG deal. Trust is built not given. Here's a new universal protocol that provides a trusted foundation for agent-driven payments. Who's bought in Payments companies like Amex Mastercard PayPal and Coinbase. Ecommerce companies SaaS vendors and more. 👇 Announcing Agent Payments Protocol (AP2) an open shared protocol that provides a common language for secure compliant transactions between agents and merchants. AP2 can be used as an extension of the A2A protocol and MCP. Learn how it works https://t.co/RBFzpU2qUI Announcing Agent Payments Protocol (AP2) an open shared protocol that"
X Link 2025-09-16T14:13Z 28.5K followers, [----] engagements

"Learn Your Way: Reimagining textbooks with generative AI THIS is the future of education. Transform static content into personalized learning experiences. Check out new @GoogleResearch work that you can actually try right now in @GoogleLabs. https://research.google/blog/learn-your-way-reimagining-textbooks-with-generative-ai/ https://research.google/blog/learn-your-way-reimagining-textbooks-with-generative-ai/"
X Link 2025-09-16T17:40Z 28.5K followers, [---] engagements

"Beyond the Horizon: How Angular is Embracing AI for Next-Gen Apps I like the future MCP functionality that will help with modernizing code from old versions and getting the most up-to-date practices/samples when coding https://blog.angular.dev/beyond-the-horizon-how-angular-is-embracing-ai-for-next-gen-apps-7a7ed706e1a3 https://blog.angular.dev/beyond-the-horizon-how-angular-is-embracing-ai-for-next-gen-apps-7a7ed706e1a3"
X Link 2025-09-16T22:19Z 28.5K followers, [---] engagements

"Any no-code agent building environment requires pre-configured data and tools to make those agents useful. Here's a new @GoogleCloudTech reference architecture for RAG with agent orchestration by Agentspace. https://cloud.google.com/architecture/rag-genai-agentspace-vertexai https://cloud.google.com/architecture/rag-genai-agentspace-vertexai"
X Link 2025-09-17T14:16Z 28.5K followers, [----] engagements

"Sheesh this might be more info than you'd EVER need about how browsers work but I loved it. @addyosmani builds @googlechrome and makes us all much smarter about how modern browsers actually work. Read it https://addyo.substack.com/p/how-modern-browsers-work https://addyo.substack.com/p/how-modern-browsers-work"
X Link 2025-09-17T19:37Z 28.5K followers, [---] engagements

"This is cool. At this point you can create an MCP server out of most any dataset thanks to the MCP Toolbox. @AveriKitsch has a great post about taking a popular MCP server and recreating it with the Toolbox. https://medium.com/google-cloud/create-custom-mcp-servers-in-minutes-with-mcp-toolbox-ae7d619ac376 https://medium.com/google-cloud/create-custom-mcp-servers-in-minutes-with-mcp-toolbox-ae7d619ac376"
X Link 2025-09-18T13:51Z 28.5K followers, [---] engagements

"AtlassianacquiresDX a developer productivity platform for $1B wow congrats to @abinoda and team. I like DX's work and Atlassian seems to be making some shrewd moves lately https://techcrunch.com/2025/09/18/atlassian-acquires-dx-a-developer-productivity-platform-for-1b/ https://techcrunch.com/2025/09/18/atlassian-acquires-dx-a-developer-productivity-platform-for-1b/"
X Link 2025-09-18T14:06Z 28.5K followers, [---] engagements

"Don't be scared by the image or thought of adding all these services to your simple ol' MCP server. This is a great piece (and architecture) for adding load balancing WAF protection IdM logging and more to your MCP server . https://cloud.google.com/blog/products/identity-security/how-to-secure-your-remote-mcp-server-on-google-cloud/ https://cloud.google.com/blog/products/identity-security/how-to-secure-your-remote-mcp-server-on-google-cloud/"
X Link 2025-09-18T17:21Z 28.5K followers, [---] engagements

"Is your cloud-based workload reaching out to compromised endpoints on the internet Our new DNS Armor service "provides preemptive threat detection for internet-bound DNS queries initiated from @googlecloud workloads." https://cloud.google.com/blog/products/identity-security/introducing-dns-armor-to-mitigate-domain-name-system-risks/ https://cloud.google.com/blog/products/identity-security/introducing-dns-armor-to-mitigate-domain-name-system-risks/"
X Link 2025-09-18T20:16Z 28.5K followers, [---] engagements

"Ok that's a pretty wicked idea. What happens when you can stuff images or videos into the long-term memory of your agents You can easily use this service in the @googlecloud Vertex AI Agent Engine or even directly from services like Cloud Run 🔥 Extract multimodal memories with Vertex AI Memory Bank Imagine an agent that actually remembers your travelsfrom photos you took in Munich a video of the Amalfi coast and a voice note you shared with your friends about your experience in Gaeta (my hometown 😜) With https://t.co/2CEXljo9GF 🔥 Extract multimodal memories with Vertex AI Memory Bank"
X Link 2025-09-19T16:07Z 28.5K followers, [---] engagements

""What Palantir did was apply the product model to custom solutions. They essentially bet on themselves being able to solve the customers problem in a way that created value for the customer but also for Palantirs product offerings." good post on forward deployed engineers and why this idea is so impactful for product creators https://www.svpg.com/forward-deployed-engineers/ https://www.svpg.com/forward-deployed-engineers/ https://www.svpg.com/forward-deployed-engineers/ https://www.svpg.com/forward-deployed-engineers/"
X Link 2025-09-19T21:40Z 28.5K followers, [---] engagements

"Just finished flipping through the [----] DORA Report from @googlecloud. Wow. It's hard to pack so much information into a highly-readable format. It challenges assumptions breaks some new ground and offers tangible advice for incorporating AI. https://cloud.google.com/blog/products/ai-machine-learning/announcing-the-2025-dora-report/ https://cloud.google.com/blog/products/ai-machine-learning/announcing-the-2025-dora-report/"
X Link 2025-09-23T23:13Z 28.5K followers, [---] engagements

"Seroter Daily Reading List September [--] [----] (#634): Todays links look at the state of AI assisted software six frameworks for LLM inferencing and why AI-generated workslop is destroying productivity. https://seroter.com/2025/09/24/daily-reading-list-september-24-2025-634/ https://seroter.com/2025/09/24/daily-reading-list-september-24-2025-634/"
X Link 2025-09-24T11:21Z 28.5K followers, [---] engagements

"You could ask an AI agent to figure out how to list your cloud databases pull active queries create a database or run an analytics query. Maybe it's better to use a structured proxy We just added a ton of @googlecloud database extensions to the Gemini CLI. Link 👇"
X Link 2025-09-24T22:02Z 28.6K followers, [---] engagements

""By default @Cloudflare VibeSDK leverages Googles Gemini models (gemini-2.5-pro gemini-2.5-flash-lite gemini-2.5-flash) for project planning code generation and debugging." OSS to run your own vibe coding platform. Neato. https://blog.cloudflare.com/deploy-your-own-ai-vibe-coding-platform/ https://blog.cloudflare.com/deploy-your-own-ai-vibe-coding-platform/"
X Link 2025-09-24T23:25Z 28.5K followers, [---] engagements

"Seroter Daily Reading List September [--] [----] (#635): Todays links look at extending hyper-automation to more Kubernetes clusters how to access Data Commons via MCP server and how to use data-oriented extensions in your agentic CLI. https://seroter.com/2025/09/25/daily-reading-list-september-25-2025-635/ https://seroter.com/2025/09/25/daily-reading-list-september-25-2025-635/"
X Link 2025-09-25T11:41Z 28.5K followers, [---] engagements

"Building @golang apps and thinking about adding generative AI features You've got a couple of options. One good option is GenKit Go. it's open source production-ready and works with a variety of models. Good video intro: https://www.youtube.com/watchv=QNA-JB9YjAk https://www.youtube.com/watchv=QNA-JB9YjAk"
X Link 2025-09-29T14:03Z 28.5K followers, [----] engagements

"Use the @googlechrome DevTools MCP server to do performance analysis page navigation (open pages or tabs navigate to URLs) simulate user interactions and more. @addyosmani has a great deep-dive post about it . https://addyosmani.com/blog/devtools-mcp https://addyosmani.com/blog/devtools-mcp"
X Link 2025-09-29T16:31Z 28.5K followers, [----] engagements

"🚨 New feature alert Use @AnthropicAI Claude Sonnet [---] on @googlecloud Vertex AI and find GA support for grounding your Gemini queries with @googlemaps data. For Maps you can do some fun queries now (see screenshot). https://developers.googleblog.com/en/your-ai-is-now-a-local-expert-grounding-with-google-maps-is-now-ga/ https://cloud.google.com/blog/products/ai-machine-learning/announcing-claude-sonnet-4-5-on-vertex-ai https://developers.googleblog.com/en/your-ai-is-now-a-local-expert-grounding-with-google-maps-is-now-ga/"
X Link 2025-09-29T20:46Z 28.5K followers, [---] engagements

"Agents operate with the levers you give them. How do you think about risk management and the controls to keep an agent in its lane I like how @kweinmeister thinks about the agency spectrum in this post . https://medium.com/google-cloud/the-agency-spectrum-an-ai-risk-management-framework-4d02e536a406 https://medium.com/google-cloud/the-agency-spectrum-an-ai-risk-management-framework-4d02e536a406"
X Link 2025-09-30T13:27Z 28.8K followers, [---] engagements

""I had been so mesmerized by the AIs speed that I had abandoned every good software engineering practice I knew. No incremental commits no systematic testing no architectural planningjust pure reckless velocity." slow down and commit changes https://www.oreilly.com/radar/flow-state-to-free-fall-an-ai-coding-cautionary-tale/ https://www.oreilly.com/radar/flow-state-to-free-fall-an-ai-coding-cautionary-tale/"
X Link 2025-09-30T15:50Z 28.5K followers, [---] engagements

"Building a Next-Generation Key-Value Store at Airbnb I'd rarely recommend that someone build their own key-value store but I like geeking out over the details of someone who did https://medium.com/airbnb-engineering/building-a-next-generation-key-value-store-at-airbnb-0de8465ba354 https://medium.com/airbnb-engineering/building-a-next-generation-key-value-store-at-airbnb-0de8465ba354"
X Link 2025-09-30T22:28Z 28.5K followers, [---] engagements

"Here's a cool study. This research explored PRs generated by agentic CLIs (Claude Code) and answers: - how do agentic PRs differ from human PRs in size and purpose - Why do agentic PRs get rejected - What changes are required of agentic PRs https://arxiv.org/abs/2509.14745 https://arxiv.org/abs/2509.14745"
X Link 2025-10-01T17:47Z 28.7K followers, [---] engagements

"Sheesh this feels like the definitive post about context engineering. Great job by the @AnthropicAI team clearly distinguishing prompt engineering and context engineering and explaining how to set up an efficient context : https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents"
X Link 2025-10-01T20:15Z 28.8K followers, [----] engagements

"It's not hard to build an MCP server with @SpringAICentral but you kinda want to secure it too. Fortunately it's fairly straightforward to introduce OAuth2 or key-based mechanisms to your server . https://spring.io/blog/2025/09/30/spring-ai-mcp-server-security https://spring.io/blog/2025/09/30/spring-ai-mcp-server-security"
X Link 2025-10-01T21:30Z 28.7K followers, [---] engagements

"By the end of the year every low-code and data platform vendor will ship vibing or agent tech and apparently we'll all ship agent frameworks. OutSystems (agents): Salesforce( vibes): Microsoft (agents): https://devblogs.microsoft.com/foundry/introducing-microsoft-agent-framework-the-open-source-engine-for-agentic-ai-apps/ https://techcrunch.com/2025/10/01/salesforce-launches-enterprise-vibe-coding-product-agentforce-vibes/ https://thenewstack.io/outsystems-launches-a-low-code-workbench-for-building-enterprise-ai-agents/"
X Link 2025-10-02T16:03Z 28.9K followers, [---] engagements

"All the best @google media-creation models are on @googlecloud Vertex AI. We're getting better at explaining when to use what and I thought this offered a good way to frame it. https://cloud.google.com/blog/products/ai-machine-learning/building-momentum-for-gen-media-including-nano-banana-/ https://cloud.google.com/blog/products/ai-machine-learning/building-momentum-for-gen-media-including-nano-banana-/"
X Link 2025-10-02T19:39Z 28.7K followers, [---] engagements

"Maybe the fastest way to build and deploy @angular apps Now you can vibe code an app using Angular in @GoogleAIStudio and ship it to @googlecloud Run. Great post from @marktechson . https://blog.angular.dev/angular-support-for-generating-apps-in-google-ai-studio-is-now-available-3a3afde38f58 https://blog.angular.dev/angular-support-for-generating-apps-in-google-ai-studio-is-now-available-3a3afde38f58"
X Link 2025-10-02T21:31Z 28.8K followers, [----] engagements

"@yaelmendez I've argued internally that more people will use the Gemini CLI to interact with our cloud than our web UI. I've got baseball tickets riding on that bet :)"
X Link 2025-10-03T15:25Z 28.7K followers, [----] engagements

"Admittedly I don't think we're often first at making new PostgreSQL versions available in our cloud databases. But we just added the brand-new PostgreSQL [--] edition to @googlecloud SQL before it showed up in Azure or AWS services. Nice https://cloud.google.com/sqlhl=en https://cloud.google.com/sqlhl=en"
X Link 2025-10-03T17:11Z 28.7K followers, [---] engagements

"Seroter Daily Reading List October [--] [----] (#641): Todays links look at when managing your team becomes too much to handle why generative AI is driving new cloud spending and how engineering teams should adopt AI in a way that sticks. https://seroter.com/2025/10/03/daily-reading-list-october-3-2025-641/ https://seroter.com/2025/10/03/daily-reading-list-october-3-2025-641/"
X Link 2025-10-03T23:39Z 28.7K followers, [---] engagements

"vercel vs cloudflare: two philosophies of building for developers great writeup with @bharath31_ bringing receipts. I'm admittedly a fan of @rauchg and Vercel but either way these rivalries results in improved products for devs. https://www.bharath.sh/writing/vercel-vs-cloudflare https://www.bharath.sh/writing/vercel-vs-cloudflare"
X Link 2025-10-06T16:43Z 28.7K followers, [---] engagements

"Scaling Engineering Teams: Lessons from Google Facebook and Netflix quite useful aggregation from @greenido that features some practices that work (and don't) for scaling engineering teams https://greenido.wordpress.com/2025/09/25/scaling-engineering-teams-lessons-from-google-facebook-and-netflix/ https://greenido.wordpress.com/2025/09/25/scaling-engineering-teams-lessons-from-google-facebook-and-netflix/"
X Link 2025-10-06T20:30Z 28.7K followers, [---] engagements

"There are a billion AI app and agent frameworks but it seems we can all agree that @googlecloud Run is a great host for those apps and agents. Even our pals at @OpenAI recommend it for their Apps SDK: https://developers.openai.com/apps-sdk/deploy https://developers.openai.com/apps-sdk/deploy"
X Link 2025-10-06T21:10Z 28.7K followers, [---] engagements

""We are excited to announce that you can now securely deploy a growing selection of leading proprietary models from industry partners . directly into your own Virtual Private Cloud (VPC)." good deal. Lots of great launch partners. https://cloud.google.com/blog/products/ai-machine-learning/new-proprietary-models-vertex-model-garden/ https://cloud.google.com/blog/products/ai-machine-learning/new-proprietary-models-vertex-model-garden/"
X Link 2025-10-06T21:23Z 28.7K followers, [---] engagements

"An impressive day of launches yesterday from OpenAI Much of the breathless response"this just ENDED thousands of Valley startups"reminded me of fan responses to every AWS re:invent in its heyday. Same thing. This AI ecosystem is resilient and has room for many"
X Link 2025-10-07T14:28Z 28.7K followers, [---] engagements

"Run most any type of workload. Start fast. Full isolation. HTTP endpoints background workers or single jobs. Run GPUs. Pay for what you use. @googlecloud Run isn't just a great service. It's one of the best services on the Internet. https://tomjorge.me/posts/why-google-cloud-run-is-the-most-underrated-container-platform-part-1/ https://tomjorge.me/posts/why-google-cloud-run-is-the-most-underrated-container-platform-part-1/"
X Link 2025-10-07T16:30Z 28.7K followers, [---] engagements

"Connect Spark data pipelines to Gemini and other AI models with Dataproc ML library it's handy to see Gemini models cleanly integrated many experiences. Here bring it to your Spark data. https://cloud.google.com/blog/products/data-analytics/gemini-and-vertex-ai-for-spark-with-dataproc-ml-library/ https://cloud.google.com/blog/products/data-analytics/gemini-and-vertex-ai-for-spark-with-dataproc-ml-library/"
X Link 2025-10-07T18:10Z 28.8K followers, [---] engagements

"Oooh. You all have been asking for this. "The Gemini [---] Computer Use model is primarily optimized for web browsers but also demonstrates strong promise for mobile UI control tasks. It is not yet optimized for desktop OS-level control." Super low latency Our new Gemini [---] Computer Use model can navigate browsers just like you do. 🌐 It builds on Geminis visual understanding and reasoning capabilities to power agents that can click scroll and type for you online - setting a new standard on multiple benchmarks with faster https://t.co/Fqmov9Kkhb Our new Gemini [---] Computer Use model can"
X Link 2025-10-07T19:48Z 28.8K followers, [----] engagements

"A few months ago @ThomasOrTK asked me to run a few long-running engineering experiments with my team. Here's what we learned from using the full spectrum of today's AI coding tools to get work done on a real project . https://cloud.google.com/blog/topics/developers-practitioners/five-best-practices-for-using-ai-coding-assistants/ https://cloud.google.com/blog/topics/developers-practitioners/five-best-practices-for-using-ai-coding-assistants/"
X Link 2025-10-08T16:33Z 28.8K followers, [---] engagements

"Kubernetes for agentic apps: A platform engineering perspective @boredabdel makes the case and makes it well https://platformengineering.org/blog/kubernetes-for-agentic-apps-a-platform-engineering-perspective https://platformengineering.org/blog/kubernetes-for-agentic-apps-a-platform-engineering-perspective"
X Link 2025-10-08T19:20Z 28.8K followers, [---] engagements

"How to Build AI Security Agents with Gemini CLI key questions to ask yourself. Do I need to build a tool or leave it to the agent's reasoning https://aipositive.substack.com/p/how-to-build-ai-security-agents-with-gemini-cli https://aipositive.substack.com/p/how-to-build-ai-security-agents-with-gemini-cli"
X Link 2025-10-09T20:20Z 28.8K followers, [---] engagements

"@lenadroid @Akamai Big congrats"
X Link 2025-10-13T16:33Z 28.9K followers, [---] engagements

"You might not be losing sleep over it but there's a real architectural choice between using tools or agents in your AI agent architecture. Heiko has a good breakdown of when to use a tool (exposed via MCP) or a whole agent (exposed via A2A Protocol). https://www.oreilly.com/radar/the-architects-dilemma/ https://www.oreilly.com/radar/the-architects-dilemma/"
X Link 2025-10-13T20:20Z 28.9K followers, [---] engagements

"@swyx Hmm. I live in San Diego. If there's a way I can help let me know"
X Link 2025-10-14T21:22Z 29K followers, [--] engagements

"Sounds about right. Anybody talking about across-the-board 10x improvements is sniffing glue. That said some tasks will see amazing productivity gains others will not. It's fine. Let's just do better work with the tools available to us. One more AI is a 10% improvement at scale. Good for companies (10% is a lot of money) not so good for startups and labs who were claiming 10x / AGI / full replacement of the workforce. One more AI is a 10% improvement at scale. Good for companies (10% is a lot of money) not so good for startups and labs who were claiming 10x / AGI / full replacement of the"
X Link 2025-10-15T15:05Z 29K followers, [---] engagements

"This @GoogleAI Veo [---] and Flow post has great details and example videos you have to see. ✅ Ingredients to video is a game changer ✅ The "Frames to Video" is an amazing way to produce a sequence ✅ Adding/removing objects with a prompt is wild https://blog.google/technology/ai/veo-updates-flow/ https://blog.google/technology/ai/veo-updates-flow/"
X Link 2025-10-15T17:11Z 29K followers, [---] engagements

""We've upgraded the terminal to allow you to run complex interactive commandslike vim for editing top for monitoring or even an interactive git rebase -iall directly within Gemini CLI." That's killer. And the way we did it is pretty cool Interactive shell commands in Gemini CLI 🚀 Press Ctrl+f to focus on shell commands that require input (ex. npm start vim git commit gcloud etc) 🧑💻 You no longer have to jump to a separate terminal or deal with an agentic CLI that hangs for interactive commands. ✨ https://t.co/JhY2f1OVl8 Interactive shell commands in Gemini CLI 🚀 Press Ctrl+f to focus on"
X Link 2025-10-15T20:39Z 29K followers, [----] engagements

"Rethinking operations in an agentic AI world useful thoughts from @jamesurquhart about what we need to challenge about our classic approach to ops https://www.infoworld.com/article/4072438/rethinking-operations-in-an-agentic-ai-world.html https://www.infoworld.com/article/4072438/rethinking-operations-in-an-agentic-ai-world.html"
X Link 2025-10-16T21:29Z 29K followers, [---] engagements

"Seroter Daily Reading List October [--] [----] (#650): Todays links look at where developers actually want AI to help them build vs buy in the AI age and how you rethink operations in an agentic AI world. https://seroter.com/2025/10/16/daily-reading-list-october-16-2025-650/ https://seroter.com/2025/10/16/daily-reading-list-october-16-2025-650/"
X Link 2025-10-17T00:48Z 29K followers, [---] engagements

"The #WindowsAzure Caching compares to #AWS ElastiCache. ElastiCache uses standard protocol (memcached) but can't resize like Azure"
X Link 2013-09-03T20:11Z 24.9K followers, [--] engagements

"Listening to @scottgu explain Microsoft's vision for app integration. http://t.co/lyVzgTHYAl"
X Link 2013-11-21T17:10Z 24.9K followers, [--] engagements

"@simoncrosby I thought I liked you. Clearly you're good people"
X Link 2016-06-01T23:25Z 28.4K followers, [--] engagements

"Wow that Gartner report on App Plat trends really riled up JEE fans independent research rooted in reality https://www.infoq.com/news/2016/12/Gartner-downgrades-Java-EE https://www.infoq.com/news/2016/12/Gartner-downgrades-Java-EE"
X Link 2016-12-21T15:05Z 24.9K followers, [--] engagements

"It's inspiring to see financial firms like @Citi use an annual report to highlight their digital transformation . https://www.citigroup.com/citi/investor/quarterly/2017/annual-report/ https://www.citigroup.com/citi/investor/quarterly/2017/annual-report/"
X Link 2017-04-28T14:45Z 24.9K followers, [--] engagements

"Watching @jeffhollan explain the guts of @logicappsio. The designer is a TypeScript/React app. #Integrate2017"
X Link 2017-06-27T08:12Z 24.9K followers, [--] engagements

"How is the Ford Motor Company looking at using AI/ML Good interview . https://www.oreilly.com/ideas/adopting-ai-in-the-enterprise-ford-motor-company https://www.oreilly.com/ideas/adopting-ai-in-the-enterprise-ford-motor-company"
X Link 2017-07-21T15:05Z 24.9K followers, [--] engagements

"Fun to see folks messing with @springcloud Function and AWS Lambda. 250k+ requests for under $1 Not bad. https://dzone.com/articles/run-code-with-spring-cloud-function-on-aws-lambda https://dzone.com/articles/run-code-with-spring-cloud-function-on-aws-lambda"
X Link 2017-07-24T16:51Z 24.9K followers, [--] engagements

"Choice is great but cognitive overhead can be exhausting. [--] Java Dockerfiles (w/ [--] tags) or one buildpack that lays down the right bits"
X Link 2017-07-25T21:25Z 28.4K followers, [--] engagements

"Year in review including [--] of the best books I read by authors like @jeffreykluger @JonPessah. @holland_tom @Connellybooks @ScottAdamsSays and @patricklencioni https://seroter.wordpress.com/2018/01/03/2017-in-review-reading-and-writing-highlights/ https://seroter.wordpress.com/2018/01/03/2017-in-review-reading-and-writing-highlights/"
X Link 2018-01-03T16:46Z 28.4K followers, [--] engagements

"The @Azure teams keeps stitching their various products together. Now Azure Files (accessible file shares) works with Azure Backup. Good way to backup and restore key files . https://azure.microsoft.com/en-us/blog/introducing-backup-for-azure-file-shares/ https://azure.microsoft.com/en-us/blog/introducing-backup-for-azure-file-shares/"
X Link 2018-02-28T16:48Z 24.9K followers, [--] engagements

"If you thought that Google and AWS were way out in front on AI services you may be surprised to see how far @Azure has come. They just added some new vision and entity search services . https://azure.microsoft.com/en-us/blog/announcing-new-milestones-for-microsoft-cognitive-services-vision-and-search-services-in-azure/ https://azure.microsoft.com/en-us/blog/announcing-new-milestones-for-microsoft-cognitive-services-vision-and-search-services-in-azure/"
X Link 2018-03-02T16:02Z 24.9K followers, [--] engagements

"Today's my two year anniversary at @pivotal. I wake up every day grateful for this opportunity. It's humbling to be around such smart authentic people every day"
X Link 2018-04-04T14:41Z 28.4K followers, [--] engagements

"@clayton @pivotal @cote That's nice to hear We mainly record it for our own amusement so it's delightful to know others get value ;)"
X Link 2018-04-04T21:29Z 28.4K followers, [--] engagements

"I don't particularly enjoy instrumenting apps so when the frameworks do it for me that's nice. @micrometerio collects metrics and ships them to popular endpoints. Here see how it works with @RabbitMQ and @datadoghq . http://www.rabbitmq.com/blog/2018/04/10/rabbitmq-java-client-metrics-with-micrometer-and-datadog/ http://www.rabbitmq.com/blog/2018/04/10/rabbitmq-java-client-metrics-with-micrometer-and-datadog/"
X Link 2018-04-10T17:50Z 24.8K followers, [--] engagements

"It's so valuable for software engineers to grok the sales process and desired customer outcomes. Watching @r_arni wow the @pivotal R&D team with a masterclass on how sales does their thing. He's hiring . https://pivotal.io/careers https://pivotal.io/careers"
X Link 2018-05-03T16:42Z 24.9K followers, [--] engagements

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