Viktor Farcic
@vfarcic.bsky.social
π€ 946
π₯ 28
π 154
Here's what most devs get wrong about AI agents: The agent is the ONLY dumb actor in the system. It doesn't think or decideβit just executes. The LLM provides the brains, you provide intent. https://youtu.be/bfBOn2Ahj4c
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YouTube Video
Here's what most devs get wrong about AI agents: The agent is the ONLY dumb actor in the system. It doesn't think or decideβit just executes. The LLM provides the brains, you provide intent. https://youtu.be/bfBOn2Ahj4c
https://youtu.be/bfBOn2Ahj4c
about 24 hours ago
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Which AI model for DevOps work? I ran GPT-5, Claude, Gemini, Grok & more through real agent workflows. Pattern recognition, policy generation, troubleshooting. The winner beat models 20x more expensive. https://youtu.be/r84kQ5IMIQM
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Which AI model for DevOps work? I ran GPT-5, Claude, Gemini, Grok & more through real agent workflows. Pattern recognition, policy generation, troubleshooting. The winner beat models 20x more expensive. https://youtu.be/r84kQ5IMIQM
https://youtu.be/r84kQ5IMIQM
8 days ago
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Ep38 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
https://youtube.com/live/-nYVMVQosHc
12 days ago
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AMA starts in 20 minutes.
youtube.com/live/-nYVMVQ...
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Ep38 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
https://youtube.com/live/-nYVMVQosHc
12 days ago
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Stop using AI for everything in Kubernetes. Use it where it actually helps: β Alerting (events are better) β Analysis (AI excels here) βοΈ Remediation (only for unknowns) Smart automation beats expensive AI every time. https://youtu.be/rIdcJYLtCdo
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Stop using AI for everything in Kubernetes. Use it where it actually helps: β Alerting (events are better) β Analysis (AI excels here) βοΈ Remediation (only for unknowns) Smart automation beats expensive AI every time. https://youtu.be/rIdcJYLtCdo
https://youtu.be/rIdcJYLtCdo
15 days ago
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youtube.com/live/--z0NqQ...
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Ep37 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
https://youtube.com/live/--z0NqQN3J8
19 days ago
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It's Thursday, and that means Ask Us Anything live session.
youtube.com/live/--z0NqQ...
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Ep37 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
https://youtube.com/live/--z0NqQN3J8
19 days ago
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MCP servers are just servers. Deploy them like production services: Kubernetes for flexibility, cloud platforms for convenience, but never locally for teams. Full comparison of all methods π https://youtu.be/MHf-M8qOogY
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MCP servers are just servers. Deploy them like production services: Kubernetes for flexibility, cloud platforms for convenience, but never locally for teams. Full comparison of all methods π https://youtu.be/MHf-M8qOogY
https://youtu.be/MHf-M8qOogY
22 days ago
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π₯ Your AI agent is (probably) USELESS for infrastructure management. Most orgs treat AI like a search engine instead of building it into their platform properly. Here's the 5-component blueprint that changes everything π https://youtu.be/Ma3gKmuXahc Video sponsor: https://tuple.app
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YouTube Video
π₯ Your AI agent is (probably) USELESS for infrastructure management. Most orgs treat AI like a search engine instead of building it into their platform properly. Here's the 5-component blueprint that changes everything π https://youtu.be/Ma3gKmuXahc Video sponsor: https://tuple.app
https://youtu.be/Ma3gKmuXahc
29 days ago
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youtube.com/live/iZoTwl8...
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Ep36 - Ask Me Anything About Anything
YouTube video by DevOps & AI Toolkit
https://youtube.com/live/iZoTwl8BWCI
about 1 month ago
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This week's Ask Me Anything starts in less than an hour.
youtube.com/live/iZoTwl8...
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Ep36 - Ask Me Anything About Anything
YouTube video by DevOps & AI Toolkit
https://youtube.com/live/iZoTwl8BWCI
about 1 month ago
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π₯ Most people using Kubernetes don't actually understand how it works. They write YAML and run kubectl apply, but when things break, they're lost. The secret? Controllers are the beating heart of K8s. This video breaks down how they really work π https://youtu.be/kss081c8EqY
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YouTube Video
π₯ Most people using Kubernetes don't actually understand how it works. They write YAML and run kubectl apply, but when things break, they're lost. The secret? Controllers are the beating heart of K8s. This video breaks down how they really work π https://youtu.be/kss081c8EqY
https://youtu.be/kss081c8EqY
about 1 month ago
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youtube.com/live/ym9AX4k...
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Ep35 - Ask Me Anything About Anything
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/ym9AX4kEkss
about 1 month ago
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The Ask Me Anything session is starting in less than an hour.
youtube.com/live/ym9AX4k...
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Ep35 - Ask Me Anything About Anything
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/ym9AX4kEkss
about 1 month ago
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π€― Just revealed my complete AI development workflow that takes projects from chaotic idea to production-ready code. No more context switching, forgotten requirements, or "what did we build last week?" Watch how PRDs + AI agents = systematic magic β¨ π§΅ https://youtu.be/LUFJuj1yIik
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π€― Just revealed my complete AI development workflow that takes projects from chaotic idea to production-ready code. No more context switching, forgotten requirements, or "what did we build last week?" Watch how PRDs + AI agents = systematic magic β¨ π§΅ https://youtu.be/LUFJuj1yIik
https://youtu.be/LUFJuj1yIik
about 1 month ago
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β‘ One workflow, two outputs: Extract policies from your brain β Generate embeddings for AI semantic search + Auto-create Kyverno enforcement rules. https://youtu.be/hLK9j2cn6c0
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β‘ One workflow, two outputs: Extract policies from your brain β Generate embeddings for AI semantic search + Auto-create Kyverno enforcement rules. https://youtu.be/hLK9j2cn6c0
https://youtu.be/hLK9j2cn6c0
about 2 months ago
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Why are all terminal coding agents except Claude Code so broken? I desperately want alternatives but every "GPT-5 compatible" agent I tested failed at table stakes features. Competition is good - when it actually works. https://youtu.be/MXOP4WELkCc
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YouTube Video
Why are all terminal coding agents except Claude Code so broken? I desperately want alternatives but every "GPT-5 compatible" agent I tested failed at table stakes features. Competition is good - when it actually works. https://youtu.be/MXOP4WELkCc
https://youtu.be/MXOP4WELkCc
about 2 months ago
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youtube.com/live/IoBrA6g...
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Ep34 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/IoBrA6gUESk
2 months ago
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Vector databases + embeddings = game changer for Kubernetes discovery! π Instead of memorizing 400+ resource names, just describe what you want in plain English. Semantic search finds the right resources even when keywords don't match perfectly. https://youtu.be/MSNstHj4rmk
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YouTube Video
Vector databases + embeddings = game changer for Kubernetes discovery! π Instead of memorizing 400+ resource names, just describe what you want in plain English. Semantic search finds the right resources even when keywords don't match perfectly. https://youtu.be/MSNstHj4rmk
https://youtu.be/MSNstHj4rmk
2 months ago
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Vector databases + embeddings = game changer for Kubernetes discovery! π Instead of memorizing 400+ resource names, just describe what you want in plain English. Semantic search finds the right resources even when keywords don't match perfectly. https://youtu.be/MSNstHj4rmk
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YouTube Video
Vector databases + embeddings = game changer for Kubernetes discovery! π Instead of memorizing 400+ resource names, just describe what you want in plain English. Semantic search finds the right resources even when keywords don't match perfectly. https://youtu.be/MSNstHj4rmk
https://youtu.be/MSNstHj4rmk
2 months ago
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The uncomfortable truth: Every day you don't implement vector databases + RAG is another day of manual work while complaining "AI isn't ready." The tools exist NOW. Proof of concept by tomorrow. Stop making excuses πͺ https://youtu.be/zqpJr1qZhTg
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The uncomfortable truth: Every day you don't implement vector databases + RAG is another day of manual work while complaining "AI isn't ready." The tools exist NOW. Proof of concept by tomorrow. Stop making excuses πͺ https://youtu.be/zqpJr1qZhTg
https://youtu.be/zqpJr1qZhTg
2 months ago
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youtube.com/live/7_-PoHI...
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Ep33 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/7_-PoHIWVl4
2 months ago
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We're back, after a short pause, with weekly AMA sessions. Looking forward to answering your questions later today.
youtube.com/live/7_-PoHI...
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Ep33 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/7_-PoHIWVl4
3 months ago
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Your team's collective AI knowledge shouldn't live on individual laptops. Learn how to package prompts into MCPs, distribute them like any other code, and stop reinventing the wheel every time someone needs AI help β‘ https://youtu.be/XwWCFINXIoU
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Your team's collective AI knowledge shouldn't live on individual laptops. Learn how to package prompts into MCPs, distribute them like any other code, and stop reinventing the wheel every time someone needs AI help β‘ https://youtu.be/XwWCFINXIoU
https://youtu.be/XwWCFINXIoU
3 months ago
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If you think your job is writing code, you should have been replaced years ago by IDEs and autocomplete. Your real job? Being an architect, problem solver, and technical lead. AI is just exposing who's been a code monkey vs who's been actually engineering π https://youtu.be/qBp8d6yBPPg
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If you think your job is writing code, you should have been replaced years ago by IDEs and autocomplete. Your real job? Being an architect, problem solver, and technical lead. AI is just exposing who's been a code monkey vs who's been actually engineering π https://youtu.be/qBp8d6yBPPg
https://youtu.be/qBp8d6yBPPg
3 months ago
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youtube.com/live/GjV3Ptq...
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Ep32 - Ask Me Anything About Anything
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/GjV3PtqVP9Q
3 months ago
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Platform engineers guessing developer needs? There's a better way! See how AI solves this challenge with ease. πβ¨ #PlatformEngineering #DevOps #AI https://youtu.be/8Yzn-9qQpQI
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YouTube Video
Platform engineers guessing developer needs? There's a better way! See how AI solves this challenge with ease. πβ¨ #PlatformEngineering #DevOps #AI https://youtu.be/8Yzn-9qQpQI
https://youtu.be/8Yzn-9qQpQI
3 months ago
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youtube.com/live/8TKvzwL...
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Ep31 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/8TKvzwLIYSQ
3 months ago
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Stop wasting time with MCPs that replicate CLI tools! β The terminal itself is already the ultimate MCP. Learn how to design MCPs focused on user intent and real value! π― #AI #DevTips https://youtu.be/7baGJ1bC9zE
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Stop wasting time with MCPs that replicate CLI tools! β The terminal itself is already the ultimate MCP. Learn how to design MCPs focused on user intent and real value! π― #AI #DevTips https://youtu.be/7baGJ1bC9zE
https://youtu.be/7baGJ1bC9zE
3 months ago
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Stop wasting time with MCPs that replicate CLI tools! β The terminal itself is already the ultimate MCP. Learn how to design MCPs focused on user intent and real value! π―
#AI
#DevTips
youtu.be/7baGJ1bC9zE
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https://youtu.be/7baGJ1bC9zE
3 months ago
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youtube.com/live/Z_l6oj4...
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Ep30 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/Z_l6oj4OGzE
3 months ago
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Could Kubernetes be the perfect control plane for AI-driven infrastructure? π³ See how AI leverages K8s APIs to explore, adapt, and evolve. βοΈ #Kubernetes #DevOps https://youtu.be/F2Qis5cmwT8
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Could Kubernetes be the perfect control plane for AI-driven infrastructure? π³ See how AI leverages K8s APIs to explore, adapt, and evolve. βοΈ #Kubernetes #DevOps https://youtu.be/F2Qis5cmwT8
https://youtu.be/F2Qis5cmwT8
4 months ago
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Is Infrastructure-as-Code dead? π± AI agents are set to replace tools like Terraform & Pulumi. Find out why and what's next! π€ #AI #DevOps #IaC https://youtu.be/xwDQh3gAec0
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YouTube Video
Is Infrastructure-as-Code dead? π± AI agents are set to replace tools like Terraform & Pulumi. Find out why and what's next! π€ #AI #DevOps #IaC https://youtu.be/xwDQh3gAec0
https://youtu.be/xwDQh3gAec0
4 months ago
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youtube.com/live/4bZgHXr...
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Ep29 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/4bZgHXrMCmU
4 months ago
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π₯ Copilot disappointed, Claude redeemed. But can we trust autonomous coding agents yet? #SoftwareEngineering #AIRevolution https://youtu.be/ahTkFqssZxM
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π₯ Copilot disappointed, Claude redeemed. But can we trust autonomous coding agents yet? #SoftwareEngineering #AIRevolution https://youtu.be/ahTkFqssZxM
https://youtu.be/ahTkFqssZxM
4 months ago
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youtube.com/live/-u7zcje...
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Ep28 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/-u7zcjeAEh8
4 months ago
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Is speaking to your IDE the future of coding? ποΈπ©βπ» #AI #CodingTips [YOUTUBE]
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Is speaking to your IDE the future of coding? ποΈπ©βπ» #AI #CodingTips [YOUTUBE]
https://youtu.be/W1105cy1D84
4 months ago
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youtube.com/live/3fNbnkz...
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Ep27 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by AI & DevOps Toolkit
https://youtube.com/live/3fNbnkzB-po
4 months ago
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Is using AI for code reviews worth it? I tested Copilot & Qodo in pull requests.ππ§βπ» #AI #CodeReview [YOUTUBE]
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Is using AI for code reviews worth it? I tested Copilot & Qodo in pull requests.ππ§βπ» #AI #CodeReview [YOUTUBE]
https://youtu.be/wmmMYFVNxA0
4 months ago
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Is using AI for code reviews worth it? I tested Copilot & Qodo in pull requests.ππ§βπ» #AI #CodeReview [YOUTUBE]
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Is using AI for code reviews worth it? I tested Copilot & Qodo in pull requests.ππ§βπ» #AI #CodeReview [YOUTUBE]
https://youtu.be/wmmMYFVNxA0
4 months ago
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youtube.com/live/6UZnp38...
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Ep26 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps Toolkit
https://youtube.com/live/6UZnp38Txf4
5 months ago
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π₯ The No-BS AMA returns June 26! Scott's back for round 2 of answering YOUR unfiltered DevOps questions live. No scripts. No PR answers. Just real talk about: β’ K8s nightmares β’ Terraform battles β’ AI taking our jobs? β’ Whatever's on your mind
youtube.com/live/6UZnp38...
#DevOps
#AMA
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Ep26 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps Toolkit
https://youtube.com/live/6UZnp38Txf4
5 months ago
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How do you orchestrate your dev tasks? Here's my AI-powered workflow. Let's learn from each other! π€ #AI #Developer [YOUTUBE]
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How do you orchestrate your dev tasks? Here's my AI-powered workflow. Let's learn from each other! π€ #AI #Developer [YOUTUBE]
https://youtu.be/2E610yzqQwg
5 months ago
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We're live...
youtube.com/live/wOcQqdU...
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Ep25 - Ask Me Anything About Anything with Kostis Kapelonis and Scott Rosenberg
YouTube video by DevOps Toolkit
https://youtube.com/live/wOcQqdUfMbI
5 months ago
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π₯ **ASK ME ANYTHING - LIVE!** No filters. No limits. ALL questions answered live - first come, first served! Joining me and Scott is the amazing Kostis, one of my favorite developer advocates! π₯
youtube.com/live/wOcQqdU...
(Writing this from 30,000 feet flying back from KubeCon Tokyo βοΈ)
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Ep25 - Ask Me Anything About Anything with Kostis Kapelonis and Scott Rosenberg
YouTube video by DevOps Toolkit
https://youtube.com/live/wOcQqdUfMbI
5 months ago
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π AI for Kubernetes with kubectl-ai! π€
youtu.be/gNpCDKH0BTA
#Kubernetes
#AI
#DevOps
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Kubernetes AI: The Good, The Bad, and The Disappointing (kubectl-ai)
YouTube video by DevOps Toolkit
https://youtu.be/gNpCDKH0BTA
5 months ago
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Going live...
youtube.com/live/JaO74iW...
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YouTube
Share your videos with friends, family, and the world
https://youtube.com/live/JaO74iWnRwY
5 months ago
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Who orchestrates AI?
youtu.be/0WtCBbIHoKE
#AI
#SoftwareDevelopment
#Taskmaster
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How I Fixed My Lazy Vibe Coding Habits with Taskmaster
YouTube video by DevOps Toolkit
https://youtu.be/0WtCBbIHoKE
5 months ago
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Who orchestrates AI? [YOUTUBE] #AI #SoftwareDevelopment #Testing #Taskmaster
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YouTube Video
Who orchestrates AI? [YOUTUBE] #AI #SoftwareDevelopment #Testing #Taskmaster
https://youtu.be/0WtCBbIHoKE
5 months ago
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π Can we use AI as a user interface for Internal Developer Platforms? π€
youtu.be/ApjnCa-a2xI
#InternalDeveloperPlatform
#AI
#PlatformEngineering
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Forget CLIs and GUIs: AI is the New Interface for Developer Platforms
YouTube video by DevOps Toolkit
https://youtu.be/ApjnCa-a2xI
5 months ago
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