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We'll cover how to accelerate trust-building with new teams, structure proposals so the right decision feels obvious, and recognize when consensus-seeking is helping versus when it's stalling progress. These patterns don't replace good engineering judgment or strong relationships. They build on them, giving practitioners actionable tactics for environments that are simply chaotic.", "description": "Hi, I'm Sindhu \ud83d\udc4b\ud83c\udffd I'm an organizer for DevOpsDays ATL. I have played the various roles of Engineer, Consultant, and Product Manager over the years. 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In this talk, we take a look at the history of git workflows, the basics of git, and the renaissance of understanding version control in a world gone mad for \u201cvibe coding\u201d.", "description": "In this talk we will:\r\n* Take a brief look at the history of version control tools\r\n* Look at why Git was the clear leader\r\n* What tools make Git easier to use", "recording_license": "", "do_not_record": false, "persons": [{"code": "XLUDC9", "name": "PJ Hagerty", "avatar": "https://talks.devopsdays.org/media/avatars/XLUDC9_PQgBfUc.webp", "biography": "PJ Hagerty is a well-known figure in the tech industry, particularly within the developer relations and DevOps communities. He is recognized for his work as a developer advocate, community builder, writer, and speaker. PJ founded DevRelate.io, a company focused on helping tech organizations build communities and enhance developer relations. He has a strong presence in the open-source and tech communities, often speaking at conferences and producing content on topics such as software development, DevOps, and community engagement.", "public_name": "PJ Hagerty", "guid": "789b8417-43f0-5004-8583-48fffcd27932", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/XLUDC9/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/GELWU7/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/GELWU7/", "attachments": []}, {"guid": "92cf3d71-848f-5af7-ac2c-49e1b8597e43", "code": "EKWE9A", "id": 5619, "logo": null, "date": "2026-05-05T11:15:00-05:00", "start": "11:15", "duration": "00:20", "room": "Inspiration A/B", "slug": "devopsdays-austin-2026-5619-open-source-endpoint-telemetry-blueprint-for-security-teams", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/EKWE9A/", "title": "Open Source Endpoint Telemetry Blueprint for Security Teams", "subtitle": "", "track": "Presentation", "type": "Presentation", "language": "en", "abstract": "Endpoints are where most security incidents begin. Compromises often start with phishing, software vulnerabilities, or simple misconfigurations on individual laptops and servers. Modern security teams rely on endpoint telemetry for detection, investigation, and response. But for many engineers, this part of the stack remains opaque and difficult to reason about.\r\n\r\nThis talk presents a practical, open-source blueprint for building an endpoint telemetry pipeline that engineers can actually understand and evolve. We start with osquery, a Linux Foundation project that exposes endpoint state as structured, queryable data. On top of that, we build a layered system with clear responsibilities. This includes a control layer for intent and coordination, a data layer responsible for ingestion, buffering, streaming, and storage, a detection and intelligence layer with inspectable logic, and a correlation and response layer designed for humans in the loop.\r\n\r\nRather than pitching a product, this talk focuses on boundaries, contracts, and tradeoffs. We walk through real-world design decisions and common failure modes. We also explore why ownership of telemetry matters more than any single tool. Attendees will leave with a mental model they can adapt, a stack they can run locally, and the confidence to build endpoint security systems that are transparent, flexible, and defensible without relying on closed platforms.", "description": "", "recording_license": "", "do_not_record": false, "persons": [{"code": "FEC7FD", "name": "Victor Lyuboslavsky", "avatar": "https://talks.devopsdays.org/media/avatars/FEC7FD_w8IrlDz.webp", "biography": "Victor Lyuboslavsky is a software engineering leader and author with over 25 years of experience building products and leading teams. He has co-founded startups, held technical leadership roles at AMD, and now architects secure, scalable systems for enterprise IT at Fleet Device Management.\r\n\r\nVictor\u2019s work bridges the gap between hands-on technical execution and strategic leadership. His talks draw on lessons from startups and open source communities, showing how clarity, transparency, and evolutionary design help teams move fast without creating chaos.\r\n\r\nWhether speaking on AI\u2019s role in development, scaling architectures, or leading with openness, Victor helps engineers and leaders think like builders of resilient companies.", "public_name": "Victor Lyuboslavsky", "guid": "65343a9b-e64f-559d-b323-ad2e5212479f", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/FEC7FD/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/EKWE9A/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/EKWE9A/", "attachments": []}, {"guid": "441f4e40-454d-5b14-ba0b-bc8afa4b1b1f", "code": "MF8AJH", "id": 5601, "logo": null, "date": "2026-05-05T14:40:00-05:00", "start": "14:40", "duration": "00:20", "room": "Inspiration A/B", "slug": "devopsdays-austin-2026-5601-rollback-by-design-safe-infrastructure-migrations-at-scale", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/MF8AJH/", "title": "Rollback-by-Design: Safe Infrastructure Migrations at Scale", "subtitle": "", "track": "Presentation", "type": "Presentation", "language": "en", "abstract": "We migrated our production Kubernetes clusters from Cluster Autoscaler to Karpenter, but with thousands of nodes and hundreds of services, unknown problems were inevitable. This talk covers how we built a rollout strategy where \"pause\" and \"rollback\" were as routine as \"continue\": explicit go/no-go criteria, staged learning with hand-picked canary batches, and tiered rollout with gated alarms. The result: double-digit cost reductions, and a pattern we've reused for many more high-risk migrations.", "description": "## Description\r\nKarpenter is a newer node autoscaler that promises faster scheduling and better cost efficiency. But this kind of migration touches everything: scheduling latency, scale-down behavior, and disruption semantics across every workload. Just one of our production clusters has thousands of nodes and hundreds of services, this meant unknown unknowns were inevitable. \r\n\r\nWe needed two things: a way to collapse months of unknowns into days, and a rollout strategy where stopping felt as safe as continuing.\r\n\r\n**The approach:**\r\n\r\nFirst, explicit go/no-go criteria defined before starting, not discovered mid-rollout. The talk covers what those criteria looked like for an autoscaler migration, and how we got stakeholder alignment on \"bail is a valid outcome.\"\r\n\r\nSecond, staged learning: synthetic tests for behaviors we *knew* were problematic, staging to remove doubts, then a canary production cluster where all the real iteration happened. Within that cluster, we used a hand-picked batch of services chosen to surface different classes of problems fast. The talk walks through how we selected that batch, and what each category was designed to catch.\r\n\r\nThird, tiered rollout with explicit gates: expansion by service criticality, percentage-based phases, and dedicated alarms tied to our go/no-go signals. When thresholds crossed, on-call was notified and the decision to revert was obvious.\r\n\r\n**What we found:**\r\n\r\nKarpenter was supposed to be faster, but we found consolidation scenarios where it was actually *slower* than Cluster Autoscaler. We found workloads silently assuming pods would live \"long enough.\" These weren't edge cases; they would have broken at scale. The selective batch surfaced these issues early, and we fixed them before the broader rollout even started. The talk covers these discoveries, how the batch selection strategy caught them, and what we did about them.\r\n\r\n**The result:** double-digit percentage reductions in idle costs, and a pattern we've since reused for other high-blast-radius migrations.\r\n\r\n## Attendees Will Take Away\r\n- **Go/no-go criteria**: How to define must-haves and negotiables before starting\u2014and get stakeholder alignment that \"bail\" is a valid outcome\r\n- **Canary batch selection**: How to pick services that surface different classes of problems fast (non-consequential baseline, critical services with aligned teams, intentional stressors)\r\n- **Gating signals**: Which metrics to watch (scheduling latency P99, sustained pending pods, service disruptions) and how to tie them to batch-specific alarms\u2014so on-call isn't guessing, just responding", "recording_license": "", "do_not_record": false, "persons": [{"code": "M3KAWV", "name": "Abhinav Dahiya", "avatar": "https://talks.devopsdays.org/media/avatars/M3KAWV_7HK93la.webp", "biography": "I'm a Staff Software Engineer at Lyft in NYC, where I lead a compute infrastructure team managing Kubernetes on AWS and supporting ~1000 services across infrastructure, data platform, and product. 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Please join us in the ballroom for the start of day 2.", "description": "", "recording_license": "", "do_not_record": false, "persons": [], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/BXDRFW/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/BXDRFW/", "attachments": []}, {"guid": "e59f206f-6ef5-55be-a872-1ec13a30e85a", "code": "8DLNBP", "id": 5686, "logo": null, "date": "2026-05-06T09:10:00-05:00", "start": "09:10", "duration": "00:45", "room": "Ballroom", "slug": "devopsdays-austin-2026-5686-homelabs-craftsmanship-in-the-age-of-vibe-coded-everything", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/8DLNBP/", "title": "Homelabs: Craftsmanship in the Age of Vibe-Coded Everything", "subtitle": "", "track": "Keynote", "type": "Keynote", "language": "en", "abstract": "A year ago I wouldn't have imagined I'd be running my own fiber through my walls, self-hosting AI models, and managing it all with declarative infrastructure \u2014 at home. In the age of AI, having a consequence-free environment to build, break, and learn has become a real career advantage. \r\n\r\nThis talk walks through how I approached building a homelab from scratch: networking, hardware, DevOps principles applied at home, and running open source AI tools that directly sharpen my skills at an AI startup. Along the way, I reclaimed something that's easy to forget when everything lives in someone else's cloud \u2014 my family's data is ours again. \r\n\r\nYou don't need a big budget or a rack full of servers. You need a framework, some curiosity, and a willingness to pull some cable.", "description": "This is a story-driven talk built around four stages of my homelab journey, each mapping to skills that matter in real DevOps and AI engineering work.\r\n\r\n**Networking**: Surveying router platforms from open source to prosumer to enterprise and picking something that made sense for home use. Then deciding to run OM-4 fiber through my house \u2014 which, honestly, was intimidating. Cutting into walls and fishing cable is a different kind of scary than a bad deploy. But I learned SFP/SFP+, how it compares to traditional copper, and how to securely access everything when I'm not home. Worth it.\r\n\r\n**Hardware**: Working with what you have (10+ year old desktop PCs) while intentionally designing a new media/storage server \u2014 GPU for local model inference, enough compute for self-hosted apps, and real storage architecture you never think about in a cloud-only world. We'll also be honest about cost \u2014 it's less than you think to get started!\r\n\r\n**\"DevOps at home\"**: How do you manage a homelab with real rigor without over-engineering it? Part of this is tool selection \u2014 NixOS vs Ansible vs Docker vs systemd, declarative vs traditional \u2014 but part of it is being honest about what you actually need at home versus what's appropriate for enterprise production. Not everything needs to be HA. Some things just need to work.\r\n\r\n**Self-hosted AI in practice**: A practical look at what I'm actually running and how it feeds into my day job at an AI startup. Local LLMs, self-hosted tooling, and owning your family's data rather than handing it to a dozen SaaS platforms.\r\n\r\nThe goal isn't to show off a build, or what router I bought. It's super important for me to give listeners a framework to make intentional decisions to empower their learning, and inspire the confidence to start your own!!", "recording_license": "", "do_not_record": false, "persons": [{"code": "38DRLN", "name": "Matthew Brahms", "avatar": "https://talks.devopsdays.org/media/avatars/38DRLN_nmGQIkW.webp", "biography": "As a Platform Engineer, Matthew builds scalable, resilient systems and works to instill DevOps culture into the teams he embeds with (SLI, SLO, SLA, anyone?!). Previous roles have included DevOps Engineer, Linux Systems Administrator, and Site Reliability Engineer \u2014 oh, and professional Classical musician.\r\n\r\nOriginally from Columbus, OH, Matthew holds degrees from The Ohio State University and Carnegie Mellon University. He currently lives in Austin, TX, where he enjoys working with cloud native technologies in the age of AI.\r\n\r\nOutside of work, you'll find him spending time with his family, training for a marathon, eating a whole-food plant-based diet, and talking or listening to all things Classical music.", "public_name": "Matthew Brahms", "guid": "202aa702-a8b4-5b39-b8ea-d4536e168e0a", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/38DRLN/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/8DLNBP/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/8DLNBP/", "attachments": []}, {"guid": "5073f97a-d8de-5980-a617-b3ea583e71ee", "code": "8VVTLK", "id": 6014, "logo": null, "date": "2026-05-06T09:55:00-05:00", "start": "09:55", "duration": "00:02", "room": "Ballroom", "slug": "devopsdays-austin-2026-6014-crash-override-lanyard-sponsor", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/8VVTLK/", "title": "Crash Override - Lanyard Sponsor", "subtitle": "", "track": "Sponsored Address", "type": "Sponsor Pitch", "language": "en", "abstract": "Thank you to Crash Override, our Lanyard sponsor for 2026! https://crashoverride.com/", "description": "", "recording_license": "", "do_not_record": true, "persons": [], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/8VVTLK/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/8VVTLK/", "attachments": []}, {"guid": "690f1056-8498-56cb-8626-753e7b68a6a2", "code": "A3XEUA", "id": 6016, "logo": null, "date": "2026-05-06T09:57:00-05:00", "start": "09:57", "duration": "00:02", "room": "Ballroom", "slug": "devopsdays-austin-2026-6016-texas-mutual-insurance-coffee-bar-sponsor", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/A3XEUA/", "title": "Texas Mutual Insurance - Coffee Bar Sponsor", "subtitle": "", "track": "Sponsored Address", "type": "Sponsor Pitch", "language": "en", "abstract": "Thank you to Texas Mutual Insurance, our Coffee Bar sponsor for 2026! https://www.texasmutual.com/", "description": "", "recording_license": "", "do_not_record": true, "persons": [], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/A3XEUA/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/A3XEUA/", "attachments": []}, {"guid": "520a5370-9ff8-5b82-b364-4d9cde46e65c", "code": "WGC3XM", "id": 5595, "logo": null, "date": "2026-05-06T10:10:00-05:00", "start": "10:10", "duration": "00:20", "room": "Ballroom", "slug": "devopsdays-austin-2026-5595-modernizing-payment-platforms-the-devops-way", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/WGC3XM/", "title": "Modernizing Payment Platforms the DevOps Way", "subtitle": "", "track": "Presentation", "type": "Presentation", "language": "en", "abstract": "Legacy payment systems are some of the most fragile, tightly coupled, and operationally risky platforms in financial services. At SoFi (Galileo), our ACH payment system was no exception \u2014 deeply intertwined, difficult to change, and dependent on manual operations that created reliability challenges and slowed down innovation. As we began moving our infrastructure to AWS, it became clear that simply lifting and shifting the old architecture wouldn\u2019t solve the underlying problems.\r\nIn this talk, I\u2019ll share how we\u2019re modernizing a mission\u2011critical payment platform by breaking apart tightly coupled components, adopting loosely coupled patterns, and using Temporal to orchestrate durable, auditable, and fault\u2011tolerant workflows. I\u2019ll walk through the architectural decisions, the DevOps practices that made this transformation safe, and the lessons we learned while evolving a high\u2011stakes money\u2011movement system.\r\nYou\u2019ll learn how durable workflows reduce operational risk, how to migrate legacy payment systems to the cloud safely, and how DevOps culture accelerates modernization in regulated environments. This is not a theoretical talk \u2014 it\u2019s a candid, practical story of what worked, what didn\u2019t, and what we\u2019d do differently.\r\nIf you\u2019re modernizing legacy systems or building reliable distributed workflows, you\u2019ll walk away with patterns you can apply immediately.", "description": "", "recording_license": "", "do_not_record": false, "persons": [{"code": "WUC3NS", "name": "Shravani Gunturu", "avatar": "https://talks.devopsdays.org/media/avatars/WUC3NS_J2BbH4e.webp", "biography": "Shravani is a Senior Engineering Manager at SoFi(Galileo), where she leads the modernization of the ACH payments platform that powers some of the largest money movements across the company. Previously, she led platform engineering teams at GEICO and T\u2011Mobile, building private\u2011cloud Kubernetes platforms, and served as a Software Development Manager at Amazon, overseeing Tier\u20111 services and driving key security initiatives for some of the company\u2019s most vital transportation systems. Her expertise spans distributed systems, identity and access management, DevOps , and large\u2011scale modernization in regulated industries. Shravani is passionate about building resilient systems, empowering teams, and sharing practical insights from real\u2011world transformation efforts.", "public_name": "Shravani Gunturu", "guid": "0e0a0dbe-c5b2-5c3f-8bf8-b7778d0d6eb6", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/WUC3NS/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/WGC3XM/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/WGC3XM/", "attachments": []}, {"guid": "9f698ffe-646a-5a2f-bdec-5a05efd836ac", "code": "N78MAJ", "id": 6060, "logo": null, "date": "2026-05-06T10:40:00-05:00", "start": "10:40", "duration": "00:20", "room": "Ballroom", "slug": "devopsdays-austin-2026-6060-securing-the-software-factory", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/N78MAJ/", "title": "Securing the Software Factory", "subtitle": "", "track": "Presentation", "type": "Presentation", "language": "en", "abstract": "Coding agents are already committing code, opening pull requests, and pushing features into production across modern development workflows. AI coding tools promise velocity, but introduce a repeatable class of security failures that evade traditional detection. This talk examines the systemic risks quietly propagating across codebases and draws on findings from multiple studies, including original research conducted at DryRun Security using real development workflows. Across this body of work, consistent failure patterns emerge regardless of model, framework, or application design, revealing structural weaknesses rather than isolated mistakes.\r\n\r\nThese failures stem from how coding agents construct software. They optimize for functional correctness along the happy path and lack a coherent understanding of how security controls must persist and evolve across the lifecycle of an application. Protections applied early are not reliably enforced as new features are introduced, and security assumptions erode across successive modifications. This talk distills the practical principles leading AI-driven engineering teams are using to close these gaps, with an emphasis on verification models and practices.", "description": "", "recording_license": "", "do_not_record": false, "persons": [{"code": "VUJX3Y", "name": "James Wickett", "avatar": "https://talks.devopsdays.org/media/avatars/9LVPYJ_gjPvjbe.webp", "biography": "James Wickett is CEO and Co-Founder of DryRun Security. His work building end-to-end delivery pipelines convinced him early that security only works when it is native to the development process, not bolted on after the fact. He has spent 15+ years at the intersection of application security and software delivery, taught more than a million professionals through his DevOps and DevSecOps courses on LinkedIn Learning, and spoken at RSA, OWASP, and SXSW. He founded DryRun Security to operationalize that belief for the age of AI-powered engineering, building the industry's first AI-native code security intelligence platform to find the risks that pattern-based scanning cannot see and to do it at the speed modern teams actually ship.", "public_name": "James Wickett", "guid": "db493953-72a1-562c-8e61-b92b4f0fb93c", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/VUJX3Y/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/N78MAJ/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/N78MAJ/", "attachments": []}, {"guid": "941ba06a-bf16-5999-8ed5-c2e452fc6153", "code": "9ALL3R", "id": 5564, "logo": null, "date": "2026-05-06T11:10:00-05:00", "start": "11:10", "duration": "00:20", "room": "Ballroom", "slug": "devopsdays-austin-2026-5564-developer-eq-mix-and-master-your-social-game", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/9ALL3R/", "title": "Developer EQ: Mix and Master Your Social Game", "subtitle": "", "track": "Presentation", "type": "Presentation", "language": "en", "abstract": "Most developers can write flawless code but stumble through basic human conversations.\r\nThis talk permanently solves that problem by transforming the entire music-production workflow into a practical, repeatable system for mastering social skills. Using the same tools a producer uses to turn raw tracks into a polished master \u2014 stems, count theory, levels, filters, compression, volume, automation, kaizen, and more \u2014 you\u2019ll learn how to turn awkward interactions into effortless, high-impact connections.\r\n\r\nWhether you\u2019re introverted, neurodivergent, or simply tired of being \u201cthe smart one nobody remembers,\u201d this is your cheat code to become the person people fight to sit next to at conferences, the mentor juniors quote years later, and the human who finally feels in complete control of every room.", "description": "1. **Stems: The 4 Pillars**\r\nYour four clean, isolated tracks: Self-Awareness, Congruence, Resilience, Curiosity. Record them right or everything else sounds like garbage.\r\n2. **Personal Brand: Crafting Your Signature Sound**\r\nBuild the one sound people recognise instantly \u2014 your producer tag for real life.\r\n3. **Count Theory: Rhythm, Cadence & Timing**\r\nNever miss the beat again. Master pauses, punchlines, entrances, and exits.\r\n4. **Levels: Balancing Energy & Reading the Room**\r\nStop clipping in meetings and stop getting buried in the mix.\r\n5. **Filters: Stoicism as High-Pass / Low-Pass**\r\nRuthlessly cut the mud and harshness from your life with the ultimate EQ preset.\r\n6. **Compression: Empathy & Emotional Dynamics**\r\nTurn emotional spikes into glue that holds every relationship together.\r\n7. **Volume: Presence, Confidence & When to Pull Back**\r\nDial yourself from \u2013\u221e (ghost) to +3 dB (centre stage) and back \u2014 on purpose.\r\n8. **Communication: Clarity, Reverb & Delay**\r\nMake every word hit clean, add warmth with stories, and land jokes with perfect delay.\r\n9. **Social Rituality: Automation & Templates**\r\nBuild once, run forever: handshakes, follow-ups, and goodbye loops that cost zero willpower.\r\n10. **Scoreboard: Metrics That Actually Matter**\r\nTrack your social mix like a pro: weekly KPIs, energy ROI, laughs-per-minute.\r\n11. **Information: Sampling, Chopping & Arranging Social Data**\r\nTurn every conversation into reusable loops for your private sample pack.\r\n12. **Kaizen: 1% Better Every Session**\r\nThe Japanese art of endless small revisions that compounds into legendary charisma.\r\n13. **Player to Coach: From Solo Producer to Label Owner**\r\nWhen your mix is mastered, start helping everyone else hit \u201cexport.\u201d", "recording_license": "", "do_not_record": false, "persons": [{"code": "BPVVEE", "name": "Kyle Shelton", "avatar": "https://talks.devopsdays.org/media/avatars/BPVVEE_tdCQX2v.webp", "biography": "I help application developers build fast, reliable, and secure software by leveraging cutting-edge technology and AI. With over 16 years of experience in cloud infrastructure, observability, and cybersecurity, I've worked with some of the most innovative companies in tech.\r\n\r\nCurrently at Grafana Labs, I'm immersed in the world of observability, helping teams monitor and understand their systems at scale.", "public_name": "Kyle Shelton", "guid": "0532176b-21f1-518f-8bb1-0c49f80a411a", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/BPVVEE/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/9ALL3R/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/9ALL3R/", "attachments": []}, {"guid": "698c8d84-66c8-59b2-b34d-90c72c8d4d02", "code": "MCQYNR", "id": 5695, "logo": null, "date": "2026-05-06T11:40:00-05:00", "start": "11:40", "duration": "00:20", "room": "Ballroom", "slug": "devopsdays-austin-2026-5695-typing-was-never-the-hard-part", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/MCQYNR/", "title": "Typing was never the hard part", "subtitle": "", "track": "Presentation", "type": "Presentation", "language": "en", "abstract": "It's 2026, and you can now outsource your toil to a GPU cluster...and sometimes to a chip in your laptop. If you're brave, you can outsource your decisions there too. Tens of billions of dollars (trillions if you look at market cap) later, this newish tool's direction to jour is turning out deterministic software (my day job). Suddenly the bottlenecks for value delivery aren't where they used to be.\r\n\r\nDrawing on tales from both my personal experience as a dev and others' on the infra-as-code side, we'll walk through where the bottlenecks now land...turns out, the hard part of building is still the hard part, it's just more obvious now. Then we'll figure out how to fit these new cybernetic exoskeletons in to deliver real, additional, value, end to end.", "description": "", "recording_license": "", "do_not_record": false, "persons": [{"code": "WJBHYW", "name": "Ian Littman", "avatar": "https://talks.devopsdays.org/media/avatars/WJBHYW_uyZrbDR.jpg", "biography": "When Ian isn't slinging code in PHP, Go, or TypeScript, or helping tweak processes at companies to do those things more effectively, he's probably complaining about how they don't make cell phones like they used to, helping organize a handful of events and tools in the PHP community in Austin and beyond, or sharing memes with his wife (and by proxy the family's two cats). Catch him around the Austin DevOps, Go, or PHP scenes for a rant on programming languages, airlines, or utilities (yes, internet connectivity counts).", "public_name": "Ian Littman", "guid": "105bbba3-3566-564a-b25e-68e083373df0", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/WJBHYW/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/MCQYNR/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/MCQYNR/", "attachments": []}, {"guid": "34303fd1-190e-5e15-9ccc-661cc9a8fe94", "code": "ZZ9UPS", "id": 5689, "logo": null, "date": "2026-05-06T13:00:00-05:00", "start": "13:00", "duration": "00:05", "room": "Ballroom", "slug": "devopsdays-austin-2026-5689-most-ai-slop-is-a-workflow-failure-not-a-model-failure", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/ZZ9UPS/", "title": "Most AI Slop Is a Workflow Failure, Not a Model Failure", "subtitle": "", "track": "Ignite", "type": "Ignite", "language": "en", "abstract": "Most teams blame model quality when AI output is weak, but the bigger issue is usually workflow design. In this Ignite talk, I use a fast compare-and-contrast format to show how common AI usage patterns create slop, then contrast them with lightweight workflow shifts that produce better outcomes. The focus is practical: clearer task framing, better handoffs, verification loops, and one extra iteration before giving up. This is not a deep implementation tutorial. It is a concise, field-tested framework to help teams reduce rework and improve output quality quickly. Attendees will leave with simple behavior changes they can apply immediately.", "description": "This talk will open with a simple compare-and-contrast: how teams commonly use AI today and where slop shows up, versus how small workflow changes can produce materially better outcomes. I am not trying to cram a full implementation tutorial into five minutes. The goal is to give people a practical lens they can apply immediately: define outcomes before prompting, break work into clearer stages, tighten handoffs, and add lightweight verification before accepting output. The core argument is that weak AI output is usually not proof that the model failed, it is usually a workflow design issue. Attendees should leave with a few concrete workflow adjustments they can test right away to improve quality and reduce rework.", "recording_license": "", "do_not_record": false, "persons": [{"code": "JMPUJS", "name": "Patrick Robinson", "avatar": "https://talks.devopsdays.org/media/avatars/JMPUJS_lmIQLaV.jpeg", "biography": "Patrick is a Staff Software Engineer at Lean Techniques, specializing as an AI Technical Coach who helps teams use AI tools like GitHub Copilot, Claude Code, etc. to improve developer effectiveness and product outcomes. He focuses on practical workflows that help engineers think more clearly, move faster, and deliver real business value. Patrick advocates for the Full Product Developer mindset, encouraging engineers to take ownership of outcomes, not just code.", "public_name": "Patrick Robinson", "guid": "9e076b16-92f0-5e4d-b144-98106984be1e", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/JMPUJS/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/ZZ9UPS/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/ZZ9UPS/", "attachments": []}, {"guid": "f56338ff-745a-53aa-b684-7563c657cb2c", "code": "ZPRHEA", "id": 5615, "logo": null, "date": "2026-05-06T13:10:00-05:00", "start": "13:10", "duration": "00:05", "room": "Ballroom", "slug": "devopsdays-austin-2026-5615-when-kubernetes-gets-noisy-what-anomaly-detection-gets-right", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/ZPRHEA/", "title": "When Kubernetes Gets Noisy: What Anomaly Detection Gets Right", "subtitle": "", "track": "Ignite", "type": "Ignite", "language": "en", "abstract": "Kubernetes clusters generate huge amounts of metrics, logs, and traces even when nothing is actually wrong. I wanted to see whether anomaly detection could help separate real problems from background noise. To test this, I built a small Kubernetes cluster and intentionally broke it in different ways. The results were mixed: some failures were detected early, while normal behavior often triggered false alarms. This lightning talk shares what anomaly detection is good at, where it struggles, and what DevOps teams should realistically expect when using it in Kubernetes environments.", "description": "This talk describes a small personal experiment combining chaos engineering and anomaly detection in Kubernetes. I instrumented a lightweight cluster with OpenTelemetry and used ChaosMesh to inject controlled failures such as pod deletions, CPU and memory stress, network latency, DNS failures, and forced autoscaling bursts. These failures reflect issues many teams see in real production environments. Next, I looked at the data coming from the cluster and used simple statistical techniques for anomaly detection to see what stood out as unusual. Some methods detected real issues quickly. Others raised alerts even when nothing was actually wrong. By comparing what the system flagged as anomalies with what was actually happening in the cluster, I was able to see where anomaly detection was genuinely helpful and where it failed without proper context. The talk shows that anomaly detection can be useful but only when combined with good observability practices and human understanding of system behavior.", "recording_license": "", "do_not_record": false, "persons": [{"code": "TBKYEG", "name": "Spoorthi Palakshaiah", "avatar": "https://talks.devopsdays.org/media/avatars/TBKYEG_gOL1Sej.webp", "biography": "Spoorthi is a DevOps Engineer with experience designing, building, and optimizing cloud infrastructure. She works extensively with Kubernetes, infrastructure as code, CI/CD pipelines, and open source observability tools to improve system reliability, scalability, and operational efficiency in production environments.", "public_name": "Spoorthi Palakshaiah", "guid": "213b2282-7c24-5d52-a103-39c7986cad64", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/TBKYEG/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/ZPRHEA/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/ZPRHEA/", "attachments": []}, {"guid": "ac4c60cc-e3f0-5feb-b90d-2b862de5ae75", "code": "WTDBJE", "id": 5682, "logo": null, "date": "2026-05-06T13:20:00-05:00", "start": "13:20", "duration": "00:05", "room": "Ballroom", "slug": "devopsdays-austin-2026-5682-why-developer-portals-matter", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/WTDBJE/", "title": "Why Developer Portals Matter", "subtitle": "", "track": "Ignite", "type": "Ignite", "language": "en", "abstract": "Modern DevOps environments are powerful but hard to navigate. Infrastructure lives in code, deployments run through pipelines, and critical knowledge is scattered across repositories and dashboards. Experienced engineers eventually figure it out \u2014 but it takes time, and delivery slows.\r\n\r\nDeveloper Portals provide a missing interface layer for DevOps systems by exposing services, ownership, workflows, and golden paths in one place. Instead of relying on tribal knowledge, teams gain a clear way to understand and operate their systems.\r\n\r\nThis short talk shares lessons from real-world DevOps environments and explains why developer portals have become an important part of delivering value at scale.", "description": "Many teams have mature DevOps practices but still struggle with discoverability and usability. Engineers need to understand services, environments, deployment workflows, and infrastructure, yet this information is often spread across multiple systems.\r\n\r\nDeveloper portals such as Backstage or Port help by acting as a unified interface to DevOps tooling. They expose service catalogs, ownership, documentation, and self-service workflows in a way that makes existing automation easier to use.\r\n\r\nThis talk explores why developer portals are becoming a key part of modern DevOps environments and how they help teams deliver value more consistently.", "recording_license": "", "do_not_record": false, "persons": [{"code": "BYM8NG", "name": "German Martinez", "avatar": "https://talks.devopsdays.org/media/avatars/BYM8NG_C3P7pzi.webp", "biography": "German Martinez is a DevOps engineer and solutions architect based in Austin, Texas, with a strong focus on cloud-native platforms, developer experience, and automation. He has extensive experience designing and implementing CI/CD pipelines, infrastructure as code, and Internal Developer Portals (IDPs) across enterprise environments. German has led DevOps transformation initiatives for global organizations, helping teams improve delivery performance, standardize workflows, and adopt modern cloud practices.", "public_name": "German Martinez", "guid": "215d3d98-c096-5c1c-842b-a74f0fbe948f", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/speaker/BYM8NG/"}], "links": [], "feedback_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/WTDBJE/feedback/", "origin_url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/WTDBJE/", "attachments": []}, {"guid": "3a463878-5ea5-56bc-b05e-5daf03d0bad1", "code": "SKFPU9", "id": 5592, "logo": null, "date": "2026-05-06T13:30:00-05:00", "start": "13:30", "duration": "00:05", "room": "Ballroom", "slug": "devopsdays-austin-2026-5592-zero-trust-from-day-zero", "url": "https://talks.devopsdays.org/devopsdays-austin-2026/talk/SKFPU9/", "title": "Zero Trust from Day Zero", "subtitle": "", "track": "Ignite", "type": "Ignite", "language": "en", "abstract": "Building a start-up usually means moving fast and fixing things later. This often includes getting ideas out the door quickly to test a feature with their client base, to demonstrate progress to prospective customers, or even secure additional funding. As a result, security becomes an after-thought, requiring organizations to retrofit their architecture to \u201cnever trust, always verify\u201d while scaling.\r\n\r\nDrawing on my experience implementing Zero Trust at start-ups in government adjacent industries, I\u2019ll show why starting out with a Zero Trust mindset can save you a lot of headache later on. We\u2019ll discuss how to implement the core principles with limited hands, the lack of a \u201cperimeter\u201d when it comes to remote-first start-ups, and how to bake identity-based security into your Day Zero workflow without slowing down your development cycles.", "description": "", "recording_license": "", "do_not_record": false, "persons": [{"code": "LFUQST", "name": "Mya Jaye", "avatar": "https://talks.devopsdays.org/media/avatars/LFUQST_g5zU5q7.png", "biography": "A talented technology leader and systems architect specializing in high-scale distributed infrastructure and MLOps. 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Their resignation letter arrives two weeks later.\r\n\r\nOn-call burnout follows predictable patterns. Christina Maslach and the Copenhagen Burnout Inventory mapped them decades ago. Yet most engineering leaders still rely on 1:1 vibes to catch it. Here's the problem: social desirability bias means people tell managers what they want to hear. Fear of appearing weak, culture of heroism, or simply forgetting what \"fine\" actually feels like.\r\n\r\nIn this talk, I'll connect burnout research to the signals hiding in your on-call data. After-hours pages correlate to sleep disruption. Consecutive on-call days block recovery. Incident severity drives emotional load. 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