DevOps Paradox
Darin Pope & Viktor Farcic
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DOP 376: Secrets Management for AI Agents
DOP 376: Secrets Management for AI Agents
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What is DevOps? We will attempt to answer this and many more questions.
Bölümler
380 bölümden en yeni 50 bölüm
- DOP 376: Secrets Management for AI Agents · 41 dk · Bölüm 376#376: How many secrets can your coding agent reach right now? You gave it a token so it could get work done. It might have passed that token to every agent it spun up. Somewhere…
- DOP 375: AI Writes the Code. Who Understands It? · 49 dk · Bölüm 375#375: An agent can crank out 200 or 300 lines of code a minute. You can maybe review 40. So who's actually supposed to understand what just got merged? Maybe nobody ever did. Did…
- DOP 374: Does AI Make Companies More Productive? · 56 dk · Bölüm 374#374: Your company is paying for the AI licenses, and now there's a number attached. Two to three times the output, every day, or else. Can you hit it? If they're counting lines…
- DOP 373: Are Layoffs Really Because of AI? · 45 dk · Bölüm 373#373: A company lays off 4,000 people the same day it posts record revenue, and the stock jumps. Is that really because of AI? Or just a really good press release? Layoffs used…
- DOP 372: Using AI Every Day Doesn't Make You Good at It · 49 dk · Bölüm 372#372: Your company bought everyone a ChatGPT or Claude license. Problem solved, right? A few people never touch it. Most use it like a drive-through window -- type a question…
- DOP 371: Should You Vibe Code Your Own CRM? · 30 dk · Bölüm 371#371: You've got an idea, two friends, and a coding agent. Why would you pay for a CRM when you can vibe code one this weekend? Day one, it looks great. You love it. Then day 30…
- DOP 370: Will AI Replace QA Testers? · 1 sa 1 dk · Bölüm 370#370: Will AI replace QA testers? Three years ago, manual testers were told to learn automation or find another job. Now the automation engineers are hearing the same thing about…
- DOP 369: Vibe Coding Without the Slop · 49 dk · Bölüm 369#369: Vibe coding is great until it isn't, and the until part usually shows up fast. Ten different ways to calculate sales tax. An agent that switches programming languages in…
- DOP 368: The AI Productivity Paradox · 54 dk · Bölüm 368#368: You're faster with AI. Your teammates are faster with AI. More tickets closed, more deployments going out than a year ago. So why can't anybody in the building answer a…
- DOP 367: Zero-Human Companies Still Need Humans · 41 dk · Bölüm 367#367: Every few weeks another pitch lands. A company with no employees, just a founder and an army of AI agents. Zero headcount. Zero payroll. Then the AI CMO hallucinates a…
- DOP 366: How to Prevent npm Supply Chain Attacks · 53 dk · Bölüm 366#366: You ran npm install this morning. Maybe you ran it a dozen times. Every one of those pulled down a dependency tree you have never read, from a registry that spent years in…
- DOP 365: What the DORA AI ROI Report Really Says · 48 dk · Bölüm 365#365: A bad engineer with a laptop is much worse than a bad engineer with a calculator. Now hand that engineer AI. DORA's ROI report puts it politely - AI without engineering…
- DOP 364: How to Avoid Burnout as a Leader · 48 dk · Bölüm 364#364: Your CEO comes back from a leadership offsite talking about burnout-proof leadership and AI transformation at scale. Two weeks later you're working through lunch, you're…
- DOP 363: Is Your Website Agent-Ready? · 44 dk · Bölüm 363#363: Three waves of the web, and you are late for the third one. The 90s were about getting a browser to render your page at all. The early 2000s were about SEO, or as Darin…
- DOP 362: Feature Flags vs Canary Deployments · 48 dk · Bölüm 362#362: Feature flags or canary deployments - do you need both? Viktor puts it to Alex Casalboni from Unleash, who says he argues about this with his colleagues roughly every day…
- DOP 361: When Code Got Cheap, Reviewing Got Expensive · 42 dk · Bölüm 361#361: Picture a 6,000-line pull request landing in your project from someone you've never heard of. Every test passes - yours, theirs, all of it. And you can tell it was…
- DOP 360: What Is an AI SRE? · 54 dk · Bölüm 360#360: Assume your production systems go sideways at 3:00am. Your phone doesn't ring. You wake up to a clean incident report - the system caught the problem, fixed itself, and…
- DOP 359: Demos in the Age of AI Agents · 42 dk · Bölüm 359#359: When was the last time you sat through a 30-minute product demo and walked away actually knowing anything? You would learn more from five minutes hands-on than an hour of…
- DOP 358: Just-in-Time Access for AI Agents · 50 dk · Bölüm 358#358: Production is on fire. You need access to one table you have never touched. So you file an access request, then phone the desk to say you filed it, then Slack them to say…
- DOP 357: What Is Spec-Driven Development? · 57 dk · Bölüm 357#357: Type a prompt, get code, fix the hallucinations, type another prompt. That is vibe coding, and it is a fine place to start. It is a terrible place to stay. So what comes…
- DOP 356: Warehouse Robots Are a Distributed System · 48 dk · Bölüm 356#356: Fleet management means one thing to a DevOps engineer and something completely different to Tomas Kovacovsky. To Viktor it is a CD problem - a fleet of Kubernetes clusters…
- DOP 355: Why AI Coding Slows Down Code Review · 56 dk · Bölüm 355#355: Picture your engineering team a year from now. A coding agent doing the coding. A testing agent on tests. A security agent on security. An infrastructure agent on…
- DOP 354: Your Dead Founder Trains New Hires · 42 dk · Bölüm 354#354: How do you build a consent system for someone who is dead? How do you clone a voice so it cannot be turned into a deep fake? Miles Spencer built a company around those…
- DOP 353: A Person Owns It Not the AI · 49 dk · Bölüm 353#353: Move fast and break things never meant be reckless. It meant do not stall out of fear, because something is going to break no matter how careful you are. The part everyone…
- DOP 352: No-Code Is the Guardrail Vibe Coding Needs · 52 dk · Bölüm 352#352: Vibe coding is the latest version of a promise the industry has been making since the first generation of programming languages. Type what you want, get an app. Jeff Kuo…
- DOP 351: The Developer Job Market in the Age of AI · 49 dk · Bölüm 351#351: Entry-level tech jobs are down 67% since 2022. Junior developer roles are down 40 to 50%. The instinct is to blame AI and call it unprecedented, but the layoffs are not the…
- DOP 350: Context Is the New Bottleneck, Not Code · 49 dk · Bölüm 350#350: The bottleneck used to be writing the code. Now it is feeding the agent enough context to write the right code. That is Patrick Debois' argument, and given that Patrick…
- DOP 349: Shadow AI Is Going to Be a Thousand Times Worse Than Shadow IT · 45 dk · Bölüm 349#349: Every platform you already own is about to have AI baked into it. Not next year. This year. That is Ben Wilcox's blunt prediction, and Ben is the CTO and CISO at ProArch…
- DOP 348: Now It's Time to Panic · 50 dk · Bölüm 348Something flipped this year. Chatbots were a toy. Useful sometimes, but a toy. Agents are not. Agents take actions, hold credentials, write code, move Kanban cards, and run on…
- DOP 347: Cozystack Turns Bare Metal Into a Managed Services Platform · 48 dk · Bölüm 347#347: Andrei Kvapil has been around Kubernetes since the early days. Contributor to Cilium, Kubevirt, and a handful of other projects you probably use without realizing it. He is…
- DOP 346: Fighting AI in Your Project Is a Terrible Mistake · 55 dk · Bölüm 346#346: Drive-by PRs, AI slop, maintainers burning out -- the open source world is having a meltdown and everyone wants to blame the robots. Viktor isn't buying it. The real…
- DOP 345: From Chat Prompt to Working Software with Kiro · 39 dk · Bölüm 345#345: Vibe coding works fine until your project gets complicated. That's the gap Amit Patel and his team at AWS built Kiro to fill. The tool launched with about six people in…
- DOP 344: KubeCon EU 2026 Review · 54 dk · Bölüm 344#344: Kubernetes is boring now. That's the whole point. KubeCon EU 2026 in Amsterdam -- likely the biggest KubeCon ever at more than 13,000 attendees -- made one thing extremely…
- DOP 343: Your APIs Were Never Built to Be the Front Door · 46 dk · Bölüm 343#343: Here's the thing about your company's APIs -- they were built for your own engineers to use inside your own software. Nobody designed them to be the front door. But that's…
- DOP 342: Your Company Documentation Is Useless for AI · 55 dk · Bölüm 342#342: Most companies have plenty of documentation. The problem is almost none of it is findable, current, or true. Between what's documented, what's actually true, and what…
- DOP 341: AI Widened the Highway but Nobody Rebuilt the Bridge · 46 dk · Bölüm 341#341: Nobody's arguing about whether you need feature flags in 2026. That debate ended years ago. But the code flowing through those flags? That's a different story. AI is…
- DOP 340: Why Operations Teams Resist Every Technology Wave · 43 dk · Bölüm 340#340: The smartest ops people are often the most likely to resist new technology -- and they're not wrong. If you don't change anything, nothing breaks, and nobody blames you…
- DOP 339: DNS Is Old Tech (And That's Why It Still Runs the Internet) · 56 dk · Bölüm 339#339: DNS has been around since the 1980s. Nobody's writing blog posts about how it changed their life. But every single thing on the internet depends on it -- including all…
- DOP 338: The Assembly Line Problem: Why Adding AI to One Step Breaks Everything · 42 dk · Bölüm 338#338: Every company adding AI coding tools runs into the same wall. Developers produce more code, but features don't ship any faster. The bottleneck just slides downstream -- to…
- DOP 337: Nanoseconds Matter - InfluxDB and the Future of Real-Time Data · 43 dk · Bölüm 337#337: Time series databases have become essential infrastructure for the physical AI revolution. As automation extends into manufacturing, autonomous vehicles, and robotics, the…
- DOP 336: Why Top Talent Won't Work for You Anymore · 54 dk · Bölüm 336#336: The workplace is on the verge of a transformation as significant as the Industrial Revolution. Just as Bring Your Own Device policies emerged after the iPhone disrupted…
- DOP 335: Stop Building Dashboards and Start Getting Answers With Coroot · 51 dk · Bölüm 335#335: Observability tools have exploded in recent years, but most come with a familiar tradeoff: either pay steep cloud vendor markups or spend weeks building custom dashboards…
- DOP 334: If Code Is the Easy Part, What Should Developers Actually Be Doing? · 40 dk · Bölüm 334#334: The debate over whether AI saves developers time misses a fundamental truth: coding was never the hardest part of software development. Writing code is mechanical work…
- DOP 333: The Hidden Problems Behind Every Data Pipeline · 51 dk · Bölüm 333#333: Pete Hunt, CEO of Dagster and early React team member, explores the evolution from Facebook's early React development through trust and safety infrastructure at Twitter, to…
- DOP 332: 2026 - The Year of Discovery · 49 dk · Bölüm 332#332: AI adoption in enterprise software development is accelerating, but operations teams are lagging behind. While application developers embrace AI tools at a rapid pace…
- DOP 331: Looking Back on Our 2025 Predictions · 22 dk · Bölüm 331#331: At the end of 2024, predictions were made about what 2025 would bring to the tech industry. A year later, on New Year's Eve, it's time to look back and see what actually…
- DOP 330: Merry Christmas (You Should Probably Be Doing Something Else) · 2 dk · Bölüm 330#330: In this short episode, Darin and Viktor reflect on the holiday season. YouTube channel: https://youtube.com/devopsparadox Review the podcast on Apple Podcasts…
- DOP 329: Vibe Coding and The Technical Debt Time Bomb · 34 dk · Bölüm 329#329: Vibe coding - the practice of casually prompting AI to generate code solutions - has become increasingly popular, but its limitations become apparent when applications need…
- DOP 328: The Real Cost of Build Versus Buy Decisions · 37 dk · Bölüm 328#328: The build versus buy decision isn't as binary as most companies think. Every technology choice involves elements of both - you might use Linux (buy) but still configure and…
- DOP 327: When AI Tools Go Rogue · 33 dk · Bölüm 327#327: When AI tools suggest putting glue on pizza, it's a harmless laugh. But when autonomous AI agents start managing your infrastructure, the stakes become much higher. The…







