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<div style="display: none; max-height: 0px; overflow: hidden;">DigitalOcean has launched Organizations, a new top-level account layer designed to consolidate multiple teams under one cohesive structure </div>
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<h1><strong>TLDR DevOps <span id="date">2025-10-03</span></strong></h1>
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<strong>Your vector database shouldn't be a black box (Sponsor)</strong>
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Build smarter apps with vector search in <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhubs.la%2FQ03LDXsd0/3/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/Yy56I7QzhK8bQUlb81M1Le3wpbVGceinftJuY1i0wcY=425" rel="noopener noreferrer nofollow" target="_blank"><span>OpenSearch</span></a>:
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<li>Low-latency retrieval at scale, open source and production ready</li>
<li>Ideal for RAG, recommendations, and natural language queries</li>
<li>Semantic search with dense vector fields and hybrid scoring</li>
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<li>Integrated with <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhubs.la%2FQ03LDXsd0/4/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/nByzJUQocR0pyUHrrElbVGAxblOu3ROI0Mcfc_r69Iw=425" rel="noopener noreferrer nofollow" target="_blank"><span>OpenSearch Dashboards </span></a>for fast tuning and debugging</li>
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<p><strong>Skip the black box. </strong><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhubs.la%2FQ03LDWH70/1/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/0YnKzVWECvKbWLE8FTsRQwJP5_1o1l7CLT5VrDSG4_M=425" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Own your search stack with OpenSearch</strong></span></a>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.digitalocean.com%2Fblog%2Fintroducing-organizations-for-teams%3Futm_source=tldrdevops/1/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/ZGOiz0CU5PKMTuWnW1CESa95BDAtl9GtCjdprPnECmM=425">
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<strong>Introducing DigitalOcean Organizations, a new and comprehensive account layer (3 minute read)</strong>
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DigitalOcean has launched Organizations, a new top-level account layer designed to consolidate multiple teams under one cohesive structure, providing centralized control and simplified operations. The new account layer will unify a user's entire DigitalOcean presence into a single group to streamline operations and gain more financial control. With Organizations, users will receive a single invoice, a detailed spending breakdown per team, and centralized user management.
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<strong>Announcing per-sec billing, new Droplet plans, BYOIP, and NAT gateway preview to reduce scaling costs (7 minute read)</strong>
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DigitalOcean will implement per-second billing for Droplets starting January 1, aiming to reduce costs for short-lived workloads with a 60-second minimum charge. New dedicated Droplet plans are now generally available for a seamless performance upgrade, while the Bring Your Own IP (BYOIP) feature is generally available to protect IP reputation. Additionally, the VPC NAT gateway is now in public preview, offering centralized egress and static IPs for enhanced security and simplified management.
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<strong>Announcing cost-efficient storage with Network file storage, cold storage, and usage-based backups (5 minute read)</strong>
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DigitalOcean announced several enhancements to its storage portfolio, including a Network File System (NFS) generally available on October 20, and Spaces cold storage and usage-based backups, which are now available for public preview. The new NFS service is designed for high-performance AI workloads, while Spaces cold storage offers a low-cost solution for infrequently accessed data, and usage-based backups allow for more frequent backups with flexible retention policies. DigitalOcean's Spaces cold storage will cost users $0.007/GiB per month.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.cloudflare.com%2Fautomatically-secure%2F%3Futm_source=tldrdevops/1/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/tCNSM2fYaOMlqW3aTtv7dGOFZwlo2_2c9BGQIOIUuWo=425">
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<strong>Automatically Secure: how we upgraded 6,000,000 domains by default to get ready for the Quantum Future (14 minute read)</strong>
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Cloudflare's Automatic SSL/TLS has upgraded over 6 million domains by default to stronger encryption modes, moving sites from Flexible or Off to Full or Full (Strict) without manual intervention. The system now prepares for the post-quantum era by gradually enabling hybrid post-quantum key agreements with origins, improving security and performance while maintaining site reliability.
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<strong>Ansible Service Module: Start, Stop, & Manage Services (18 minute read)</strong>
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Many organizations still log into each server individually to manage services, which creates bottlenecks and increases risks as infrastructure scales. Ansible's service module enables remote, repeatable, and efficient management of services across Linux and Windows environments, supporting automation of multi-service operations and integration with tools like systemd.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.cncf.io%2Fblog%2F2025%2F10%2F01%2Ffluentd-to-fluent-bit-a-migration-guide%2F%3Futm_source=tldrdevops/1/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/zazUwbF0IFJsq3vacRVcIhLneb2aNU4awMS354MDcwk=425">
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<strong>Fluentd to Fluent Bit: A Migration Guide (8 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Enterprises seeking higher performance and flexibility in telemetry data processing are increasingly migrating from Fluentd to Fluent Bit, according to a post highlighting the benefits of the CNCF projects. While Fluentd was initially designed for pushing data to big data platforms using Ruby, Fluent Bit, written in C, offers 10 to 40 times greater log processing performance with the same resources, full OpenTelemetry support, and simpler configuration.
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<h1><strong>Resources & Tools</strong></h1>
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<strong>Lighthouse (GitHub Repo)</strong>
</span>
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Lighthouse provides DNS service discovery to Kubernetes clusters connected by Submariner in multi-cluster environments, working with any CNI plugin.
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<strong>Kosmos (GitHub Repo)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Kosmos, an open-source, all-in-one distributed cloud-native solution, was created to enable the limitless expansion of Kubernetes. Currently, Kosmos primarily consists of three major modules (ClusterLink, ClusterTree, and Scheduler) and is equipped with kosmosctl, a tool for quick deployment of Kosmos components, adding clusters, and testing network connectivity.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcloud.google.com%2Fblog%2Fproducts%2Fcontainers-kubernetes%2Fgke-autopilot-now-available-to-all-qualifying-clusters%2F%3Futm_source=tldrdevops/1/01000199a9d4b8b5-a72a7eb0-8fdd-4839-a7d5-7ddad4f85390-000000/YHCOdG5YkqTr0hfNuUqmfQJQmSBHteiFl8swzViuz9M=425">
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<strong>Meet the new GKE: Extending Autopilot to all qualifying clusters (7 minute read)</strong>
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