Navigating the complexities of technical leadership in a startup requires balancing product vision, team dynamics, and rapid scaling challenges. This blogpost outlines the phases of growth for a VC-backed startup, highlighting the evolving role of the CTO and the common pitfalls that arise as teams expand and responsibilities multiply.
https://marcgg.com/blog/2024/07/17/startup-technical-leadership/
https://marcgg.com/blog/2024/07/17/startup-technical-leadership/
Marcgg
Typical First Years of Startup Engineering Leadership
All startups are very different, but many VC backed companies share common traits and fall in the same pits. In this article I share the story of such startup, their issues and how to mitigate them.
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Slack can be a powerful tool for collaboration, but its effectiveness depends on creating space for flexibility and thoughtful communication practices. This article delves into the concept of "slack" in software development, emphasizing the importance of wiggle room in schedules and dependencies to avoid self-inflicted errors and ensure smoother project execution.
https://tidyfirst.substack.com/p/responsible-slack
https://tidyfirst.substack.com/p/responsible-slack
Substack
Responsible Slack
First published in 2017.
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CAAPH uses Helm charts to manage the installation and lifecycle of Cluster API add-ons.
https://github.com/kubernetes-sigs/cluster-api-addon-provider-helm
https://github.com/kubernetes-sigs/cluster-api-addon-provider-helm
GitHub
GitHub - kubernetes-sigs/cluster-api-addon-provider-helm: CAAPH uses Helm charts to manage the installation and lifecycle of Cluster…
CAAPH uses Helm charts to manage the installation and lifecycle of Cluster API add-ons. - kubernetes-sigs/cluster-api-addon-provider-helm
Building and managing an executive team is a critical skill for any leader aiming to drive organizational success. This post likely explores strategies for structuring, aligning, and optimizing the performance of an exec team to achieve company-wide goals effectively.
https://www.harryglaser.com/how-to-build-and-run-your-exec-team
https://www.harryglaser.com/how-to-build-and-run-your-exec-team
Harry Glaser
How to Build and Run Your Exec Team
As your startup scales from the dozens into the hundreds and more, it starts to grow into a real organizational structure. Before this transition, you probably have some notion of “teams” and “managers” but it’s pretty loose. Everyone sits in a room with…
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Deploying OpenAI Whisper for streaming audio trannoscription on Amazon EKS with Ray Serve combines cutting-edge ASR capabilities with scalable infrastructure. This blogpost outlines the architecture, tools, and processes needed to create a distributed ML inference solution that supports dynamic workloads and autoscaling with Kubernetes.
https://aws.amazon.com/blogs/containers/host-the-whisper-model-with-streaming-mode-on-amazon-eks-and-ray-serve/
https://aws.amazon.com/blogs/containers/host-the-whisper-model-with-streaming-mode-on-amazon-eks-and-ray-serve/
Amazon
Host the Whisper Model with Streaming Mode on Amazon EKS and Ray Serve | Amazon Web Services
OpenAI Whisper is a pre-trained model for automatic speech recognition (ASR) and speech translation. It has demonstrated strong ASR performance across various languages, including the ability to transcribe speech in multiple languages and translate them into…
Reduce the boot time of containers with large images by caching the images in the data volume of Bottlerocket OS.
https://github.com/aws-samples/bottlerocket-images-cache
https://github.com/aws-samples/bottlerocket-images-cache
GitHub
GitHub - aws-samples/bottlerocket-images-cache: Reduce the boot time of containers with large images by caching the images in the…
Reduce the boot time of containers with large images by caching the images in the data volume of Bottlerocket OS. - aws-samples/bottlerocket-images-cache
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Securing multi-cluster ArgoCD setups requires innovative approaches to authentication and token management to avoid long-lived credentials. This post explores how OpenUnison, kube-oidc-proxy, and ArgoCD's credential plugins can be combined to create a centralized, secure GitOps platform that spans multiple Kubernetes clusters.
https://www.tremolo.io/post/securing-multi-cluster-argocd
https://www.tremolo.io/post/securing-multi-cluster-argocd
www.tremolo.io
Securing Multi-Cluster ArgoCD
Learn how to securely integrate ArgoCD with remote Kubernetes clusters with short lived tokens based on ArgoCD's Kubernetes identity..
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Managing stateful workloads in Kubernetes often comes with challenges, particularly when scaling storage dynamically. This article introduces the PvcAutoscaler, a custom solution developed by City Storage Systems to enable volume expansion, shrinking, and modification for StatefulSets, improving cost efficiency and operational flexibility.
https://techblog.cloudkitchens.com/p/swapping-disks-in-kubernetes
https://techblog.cloudkitchens.com/p/swapping-disks-in-kubernetes
Cloudkitchens
Swapping Disks in Kubernetes for Fun and Profit
Introducing the PvcAutoscaler at City Storage Systems
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Optimizing Kubernetes cluster networking is essential for modern applications requiring scalability, low latency, and efficient resource utilization. This blog explores how LoxiLB leverages eBPF technology to enhance load balancing, observability, and security while overcoming the limitations of traditional proxy-based solutions like kube-proxy.
https://www.loxilb.io/post/loxilb-cluster-networking-elevating-k8s-networking-capabilities
https://www.loxilb.io/post/loxilb-cluster-networking-elevating-k8s-networking-capabilities
LoxiLB
LoxiLB Cluster Networking: Elevating Kubernetes Networking capabilities
Since the inception of microservices and distributed applications, Kubernetes reigns supreme, providing a robust platform for deploying, managing, and scaling containerized applications. At the core of Kubernetes lies Kubernetes cluster networking, a sophisticated…
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Enhancing workload isolation and security in Kubernetes environments is critical for protecting sensitive operations and preventing container breakouts. This blogpost explores how Kata Containers combine the efficiency of containers with the robust security of virtual machines, enabling secure deployments on Amazon EKS with minimal configuration changes.
https://aws.amazon.com/blogs/containers/enhancing-kubernetes-workload-isolation-and-security-using-kata-containers/
https://aws.amazon.com/blogs/containers/enhancing-kubernetes-workload-isolation-and-security-using-kata-containers/
Amazon
Enhancing Kubernetes workload isolation and security using Kata Containers | Amazon Web Services
Containers have become the dominant method for deploying and managing applications in recent years. Their widespread adoption is attributed to numerous advantages, such as isolation, efficient hardware use, scalability, and portability. In situations where…
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A free and self-hosted PaaS alternative to Heroku / Netlify / Coolify / Vercel / Dokku / Portainer running on Kubernetes
https://github.com/kubero-dev/kubero
https://github.com/kubero-dev/kubero
GitHub
GitHub - kubero-dev/kubero: A free and self-hosted PaaS alternative to Heroku / Netlify / Coolify / Vercel / Dokku / Portainer…
A free and self-hosted PaaS alternative to Heroku / Netlify / Coolify / Vercel / Dokku / Portainer running on Kubernetes - kubero-dev/kubero
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The challenge of making artificial intelligence more transparent is at the heart of Andrew Mallaband's exploration of the "black box" dilemma. This insightful editorial delves into the real-world implications of explainability in AI systems.
https://www.linkedin.com/pulse/explainability-black-box-dilemma-real-world-andrew-mallaband-ogvae/
https://www.linkedin.com/pulse/explainability-black-box-dilemma-real-world-andrew-mallaband-ogvae/
Linkedin
Explainability: The Black Box Dilemma in the Real World
The software industry is at a crossroads. I believe those who embrace explainability as a key part of their strategy will emerge as leaders.
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Optimizing autoscaling in Kubernetes involves much more than just monitoring CPU and memory, as this blogpost by Cristian Sepulveda demonstrates through a practical application workflow. By leveraging KEDA to scale based on real-world metrics like message queue length, teams can achieve faster, cost-effective scaling tailored to specific application needs.
https://medium.com/@csepulvedab/how-to-optimize-autoscaling-in-kubernetes-using-metrics-based-on-application-workflows-7f899fdef4d9
https://medium.com/@csepulvedab/how-to-optimize-autoscaling-in-kubernetes-using-metrics-based-on-application-workflows-7f899fdef4d9
Medium
How to Optimize Autoscaling in Kubernetes Using Metrics Based on Application Workflows
One of the key advantages of using Kubernetes in modern infrastructure is the ease with which we can scale computing resources. Both the…
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As the complexity of modern software systems grows, the meaning and practice of "observability" have become increasingly muddled. In this personal essay, Charity Majors argues that it's time to "version" observability—differentiating the traditional metrics-logs-traces approach (Observability 1.0) from a new, more flexible model built on wide, structured log events (Observability 2.0).
https://charity.wtf/2024/08/07/is-it-time-to-version-observability-signs-point-to-yes/
https://charity.wtf/2024/08/07/is-it-time-to-version-observability-signs-point-to-yes/
charity.wtf
Is It Time To Version Observability? (Signs Point To Yes)
Augh! I am so behind on so much writing, I’m even behind on writing shit that I need to reference in order to write other pieces of writing. Like this one. So we’re just gonna do this quick and dir…
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