SAIM SAFDAR

Watch the full episode: youtu.be/7KvlhOTGZ0Y

In this episode of Code2Culture Platform Engineering Ravi Lachman (Harness), Mihir Vora (Capital One + CDF ambassador), to discuss how to meaningfully measure success, & where Gen-AI + observability collide from knowledge discovery to automated remediation. Link 👇

How to treat platforms as products, how to meaningfully measure success, and where Gen-AI + observability collide from knowledge discovery to automated remediation (and the guardrails we must design). #CodeToCulture Platform Engineering Series Ep 5 -> youtu.be/0RnuIbiNUIU

Node Readiness Controller. This project introduces a declarative system for managing node taints, extending the readiness guardrails during node bootstrapping beyond standard conditions. #Kubernetes" target="_blank" rel="nofollow noopener">kubernetes.io/blog/2026/02/0…

I hope you find this 🧵 helpful, writing, enabling, & executing policy as code, not only a prerequisite, but it's a demand for battle-tested and resilient infra. Share your thoughts on CEDAR's new approach to writing policies & defending clusters ✍️ 👇 x.com/cloudnativeboy…

(6/6) Cedar for Kubernetes supports features not available in Kubernetes RBAC today like denials, conditions, and attribute and label-based access controls.

🧵 (1/1) A new Kid in the Policy Town Cedar by AWS access controls for K8s and is now a CNCF Sandbox Project! Cedar is an open-source policy language created by AWS. This project enables writing expressive Kubernetes permissions. aws.amazon.com/blogs/opensour…

(7/7) An exciting aspect to me is the ability to enforce label-based access control decisions in a cluster. This enables you to partition a K8s cluster not by namespaces, but by k/v label presence. See the launch blog for an example of how this can work. cedarpolicy.com/blog/cedar-for…

Watch the full episode: youtu.be/bQdRpfmSXnI

Season 4, CloudNativeFM · Ep. 144 w/Mahir Vora How should we treat agents inside our org? What does “machine-readable observability” mean in practice? Where should policy, audit, and risk live? How do we avoid vendor lock-in with agentic tooling? Link to Watch?

Season 4 opener Episode 144: Agentic DevOps: Automation, Autonomy, & the Risk of Vendor Lock-In 🎧 I talk with MahirVora from @CDFoundation about safe agent workflows, trust budgets, RBAC for remediation, pricing & lock-in risks. Watch the full episode: youtu.be/bQdRpfmSXnI

@sebi2706 @cloudnativefm Thanks, reaching out via DM to set up arrangements.

@cloudnativeboy @cloudnativefm Would love to show more about !

🚀 Really excited to share the first preview of SAIL : Serverless Agentic Infrastructure Layer, my new pet project. When you leave the port you go sail ;) ➡️ Deploy agents with a simple Custom Resource where you just define user and system prompt, eventually a list of MCP server that you want to connect to. ➡️ A dynamic registry will automatically inject the list of available agents to the context. ➡️ When agents are done they just scale back to 0 ! ➡️ All messages are stored in a Kafka Topic allowing interesting stream processing and rich context building. It's using @KnativeProject under the hood, @apachekafka and @valkey_io , for those 2 I'm using the free tier provided by @aiven_io , thank you for that #FreeTierKafka ! The base image for the agents have been built with @QuarkusIO 🩷 Website and repo should be up next week (and the bonus Pluribus mode where all the agents share the same memory 🤯 ) !

@fidjissimo How can we test this? But let's move on "ads will not influence the answers ChatGPT gives you."

Sharing our principles for how we will approach ads in ChatGPT before we start testing in the U.S. in the coming weeks. Most importantly: ads will not influence the answers ChatGPT gives you. openai.com/index/our-appr…

MIT says ~95% of GenAI pilots show no measurable P&L impact. Wharton finds ~75% of firms report positive ROI. Different questions = different headlines. Short clip w/ RichardSimon unpacks why #CloudNativeWisdom18: youtu.be/fTE_tSW1NzA

Let me reiterate (8/8) Internal Developer Platforms are not a fancy web UI where developers click buttons. Design like a public cloud: services → APIs → UIs. If you have built one and have a story to share Comment below, we will feature it in @cloudnativefm

Starter checklist for teams: • Prototype one infra service as a Crossplane CRD. • Gate it with Kyverno policies. • Deploy via GitOps with Argo CD. • Surface the service in Backstage catalog. Result: low lock-in, cloud-native APIs, and a scalable developer experience (7/7).

Internal Developer Platform (IDP) is widely misunderstood. a fancy web UI where developers click buttons. That’s not a platform. Design like a public cloud: services/APIs/UIs My choice for building IDP -> Backstack (Backstage, Argo CD, Crossplane, Kyverno) 🧵