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<h1><strong>TLDR DevOps <span id="date">2025-10-13</span></strong></h1>
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<strong>RAG and semantic search need more than legacy tools (Sponsor)</strong>
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Rigid search infrastructure slows everything: RAG, semantic search, GenAI. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhubs.ly%2FQ03Mts410/3/01000199dd3fc796-58195bbd-0a4c-421d-a3eb-2c9c4bb8e7f5-000000/8s3KR4go3S9w12lcCn89TJK52TB4ycitQcIxi2qL8XU=426" rel="noopener noreferrer nofollow" target="_blank"><span>OpenSearch 3.0</span></a> changes that.
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<p>With a next-gen vector engine, OpenSearch delivers fast, flexible, enterprise-scale vector search that's ready to handle high-volume AI workloads with hybrid query support and low-latency performance.
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<p>Build smarter AI on a stronger foundation.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhubs.ly%2FQ03Mts410/4/01000199dd3fc796-58195bbd-0a4c-421d-a3eb-2c9c4bb8e7f5-000000/8olIi4PYKQGoY44E2NnzYfYLFWgzvpM9LVfkap1XExY=426" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Explore the OpenSearch vector database engine</strong></span></a>
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<strong>Introducing Gemini Enterprise (6 minute read)</strong>
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Gemini Enterprise is a unified AI platform designed to connect people, workflows, and data across entire organizations through an intelligent, secure, and open ecosystem. Built on Google's full AI stack and powered by Gemini models, it enables employees to automate processes, build and manage agents, and create multimodal experiences.
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Spacelift's Intent is a new infrastructure management system that lets users request and manage cloud resources in natural language instead of writing HCL. Built on open standards like OpenTofu and integrated through the Model Context Protocol, Intent delivers real infrastructure with governance and exportability while complementing Terraform for faster, simpler workflows.
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The Squarespace Domains engineering team has embraced a "Docs-as-Code" (DaC) philosophy, integrating documentation with code in Git for version control and pull request reviews. By using Markdown, Mermaid syntax, and Backstage as a developer portal, the team has streamlined documentation, improved traceability, and enabled faster iteration on technical documents. The team also uses local previews with the Intellij Mermaid plugin and remote previews in a staging environment to verify documentation changes before they go live.
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<strong>Add MCP Servers to Claude Code with MCP Toolkit (6 minute read)</strong>
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Docker MCP Toolkit now connects Claude Code to real development tools, enabling it to run database queries, create GitHub issues, and send Slack messages, eliminating the need for manual copy-pasting and context-switching. The toolkit features over 200 pre-built containerized MCP servers, one-click deployment in Docker Desktop, and automatic credential handling, allowing developers to connect Claude Code to trusted environments in minutes.
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<strong>The Great Software Quality Collapse: How We Normalized Catastrophe (6 minute read)</strong>
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Software quality has collapsed as companies prioritize speed, abstraction, and infrastructure spending over disciplined engineering. Once-unthinkable failures—from apps leaking tens of gigabytes of memory to billion-dollar outages and AI-driven data loss—have become normalized, creating a cycle of inefficiency and reliance on massive hardware investments instead of fixing fundamental code quality issues.
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<h1><strong>Resources & Tools</strong></h1>
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<strong>Productivity vs. Security is a False Trade-off (Sponsor)</strong>
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StrongDM delivers just-in-time access with runtime enforcement, empowering DevOps speed and enterprise-grade control. Want to see how it's done? Join StrongDM, industry thought leaders, and security peers at <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.strongdm.com%2Fevents%2Froadshow%2Fnyc%2Finvitation%3Ftrk=strongdm-newsletter-social-event%26utm_source=strongdm%26utm_medium=newsletter%26utm_campaign=2026-q3-sdm-roadshow-nyc%26utm_content=event/2/01000199dd3fc796-58195bbd-0a4c-421d-a3eb-2c9c4bb8e7f5-000000/tS-siSvlo0PAq2OmfiAWu9Q8QPZUdfn9FapuTIGEYdQ=426" rel="noopener noreferrer nofollow" target="_blank"><span>StrongDM Live! NYC (October 23</span></a>). Explore how Universal Privileged Access & Authorization lets you ship without friction and secure without compromise. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.strongdm.com%2Fevents%2Froadshow%2Fnyc%2Finvitation%3Ftrk=strongdm-newsletter-social-event%26utm_source=strongdm%26utm_medium=newsletter%26utm_campaign=2026-q3-sdm-roadshow-nyc%26utm_content=event/3/01000199dd3fc796-58195bbd-0a4c-421d-a3eb-2c9c4bb8e7f5-000000/r39E2Azelas3Uxa_eI1a6lS1lJ2OCd7qmA66wSh2J1k=426" rel="noopener noreferrer nofollow" target="_blank"><span>Save your spot</span></a>
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<strong>Atuin Desktop (GitHub Repo)</strong>
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Atuin Desktop, an executable runbook editor designed to bridge the gap between documentation and automation for terminal workflows, is currently in open beta. The local-first application aims to solve the problem of outdated documentation and answers buried in various locations by creating runbooks that can be executed directly.
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<strong>Bun 1.3 (Tool)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Bun 1.3 turns Bun into a batteries‑included full‑stack JavaScript runtime. The team has added first-class support for frontend development with all the features you expect from modern JavaScript frontend tooling.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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