Viktor Farcic
@vfarcic.bsky.social
2025: AI agents went from experiment to reality. 2026: Time to take them seriously. Here are the tools that survived real-world use—from Claude Code to the BACK Stack. 🔧🤖
https://youtu.be/65o_j4E7_lk
https://youtu.be/65o_j4E7_lk
YouTube Video
2025: AI agents went from experiment to reality. 2026: Time to take them seriously. Here are the tools that survived real-world use—from Claude Code to the BACK Stack. 🔧🤖
https://youtu.be/65o_j4E7_lk
youtu.be
January 5, 2026 at 4:00 PM
2025: AI agents went from experiment to reality. 2026: Time to take them seriously. Here are the tools that survived real-world use—from Claude Code to the BACK Stack. 🔧🤖
https://youtu.be/65o_j4E7_lk
https://youtu.be/65o_j4E7_lk
"What's the status of my app?" should be a simple question. In Kubernetes, it means checking Deployments, Ingresses, databases, PVCs separately. 😤 I fixed this with a Solution CRD that shows unified status for logical resource groups.
https://youtu.be/UEkhIMx6B6E
https://youtu.be/UEkhIMx6B6E
YouTube Video
"What's the status of my app?" should be a simple question. In Kubernetes, it means checking Deployments, Ingresses, databases, PVCs separately. 😤 I fixed this with a Solution CRD that shows unified status for logical resource groups.
https://youtu.be/UEkhIMx6B6E
youtu.be
December 29, 2025 at 6:04 PM
"What's the status of my app?" should be a simple question. In Kubernetes, it means checking Deployments, Ingresses, databases, PVCs separately. 😤 I fixed this with a Solution CRD that shows unified status for logical resource groups.
https://youtu.be/UEkhIMx6B6E
https://youtu.be/UEkhIMx6B6E
My team had everything: more money, more experience, control over the rules. But when AI entered the game, most refused to play. They sat on the bench yelling at those who tried. Sound familiar? ⚽🤖 Watch the full story:
https://youtu.be/ZEB2pKs2R-Q
https://youtu.be/ZEB2pKs2R-Q
YouTube Video
My team had everything: more money, more experience, control over the rules. But when AI entered the game, most refused to play. They sat on the bench yelling at those who tried. Sound familiar? ⚽🤖 Watch the full story:
https://youtu.be/ZEB2pKs2R-Q
youtu.be
December 22, 2025 at 4:02 PM
My team had everything: more money, more experience, control over the rules. But when AI entered the game, most refused to play. They sat on the bench yelling at those who tried. Sound familiar? ⚽🤖 Watch the full story:
https://youtu.be/ZEB2pKs2R-Q
https://youtu.be/ZEB2pKs2R-Q
Your logs show everything succeeded. Your metrics are green. But requests are still slow.
The problem? Each service only sees its own work. Distributed tracing connects the dots. 👇
https://youtu.be/Oa-zqv-EBpw
The problem? Each service only sees its own work. Distributed tracing connects the dots. 👇
https://youtu.be/Oa-zqv-EBpw
YouTube Video
Your logs show everything succeeded. Your metrics are green. But requests are still slow.
The problem? Each service only sees its own work. Distributed tracing connects the dots. 👇
https://youtu.be/Oa-zqv-EBpw
youtu.be
December 17, 2025 at 9:02 PM
Your logs show everything succeeded. Your metrics are green. But requests are still slow.
The problem? Each service only sees its own work. Distributed tracing connects the dots. 👇
https://youtu.be/Oa-zqv-EBpw
The problem? Each service only sees its own work. Distributed tracing connects the dots. 👇
https://youtu.be/Oa-zqv-EBpw
DevOps Q&A - December 11
YouTube video by DevOps & AI Toolkit
youtube.com
December 11, 2025 at 6:55 PM
Stop wasting hours chasing down information that should've been provided upfront. Learn how to transform a chaotic repository into a well-organized project with clear processes & automated workflows.
https://youtu.be/gYl3moYa4iI
https://youtu.be/gYl3moYa4iI
YouTube Video
Stop wasting hours chasing down information that should've been provided upfront. Learn how to transform a chaotic repository into a well-organized project with clear processes & automated workflows.
https://youtu.be/gYl3moYa4iI
youtu.be
December 8, 2025 at 4:00 PM
Stop wasting hours chasing down information that should've been provided upfront. Learn how to transform a chaotic repository into a well-organized project with clear processes & automated workflows.
https://youtu.be/gYl3moYa4iI
https://youtu.be/gYl3moYa4iI
Ep41 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
December 4, 2025 at 6:55 PM
See you all later today in this week's AMA session.
YouTube (desktop): youtube.com/live/L4RZXAK...
YouTube (mobile): youtube.com/live/mKvsQW6...
YouTube (desktop): youtube.com/live/L4RZXAK...
YouTube (mobile): youtube.com/live/mKvsQW6...
Ep41 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
December 4, 2025 at 2:52 PM
See you all later today in this week's AMA session.
YouTube (desktop): youtube.com/live/L4RZXAK...
YouTube (mobile): youtube.com/live/mKvsQW6...
YouTube (desktop): youtube.com/live/L4RZXAK...
YouTube (mobile): youtube.com/live/mKvsQW6...
I wanted to love kagent for Kubernetes, but the UX is painful compared to Claude Code or Cursor 😬
Declarative agents = system prompts + tools + LLM. Nothing you couldn't build yourself in an hour.
Full breakdown of what works (and what doesn't) 👇
https://youtu.be/3jkGJvmUMYE
Declarative agents = system prompts + tools + LLM. Nothing you couldn't build yourself in an hour.
Full breakdown of what works (and what doesn't) 👇
https://youtu.be/3jkGJvmUMYE
YouTube Video
I wanted to love kagent for Kubernetes, but the UX is painful compared to Claude Code or Cursor 😬
Declarative agents = system prompts + tools + LLM. Nothing you couldn't build yourself in an hour.
Full breakdown of what works (and what doesn't) 👇
https://youtu.be/3jkGJvmUMYE
youtu.be
December 1, 2025 at 4:12 PM
I wanted to love kagent for Kubernetes, but the UX is painful compared to Claude Code or Cursor 😬
Declarative agents = system prompts + tools + LLM. Nothing you couldn't build yourself in an hour.
Full breakdown of what works (and what doesn't) 👇
https://youtu.be/3jkGJvmUMYE
Declarative agents = system prompts + tools + LLM. Nothing you couldn't build yourself in an hour.
Full breakdown of what works (and what doesn't) 👇
https://youtu.be/3jkGJvmUMYE
Stop trusting day-one AI reviews. I used Gemini 3 exclusively for a week on production code. Yes it's fast. Yes it's smart. But it ignores context, resists feedback, and declares victory while builds fail.
https://youtu.be/AUoqr5r1pBY
https://youtu.be/AUoqr5r1pBY
YouTube Video
Stop trusting day-one AI reviews. I used Gemini 3 exclusively for a week on production code. Yes it's fast. Yes it's smart. But it ignores context, resists feedback, and declares victory while builds fail.
https://youtu.be/AUoqr5r1pBY
youtu.be
November 24, 2025 at 4:03 PM
Stop trusting day-one AI reviews. I used Gemini 3 exclusively for a week on production code. Yes it's fast. Yes it's smart. But it ignores context, resists feedback, and declares victory while builds fail.
https://youtu.be/AUoqr5r1pBY
https://youtu.be/AUoqr5r1pBY
Ep39 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
November 20, 2025 at 6:56 PM
Ep39 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
www.youtube.com
November 20, 2025 at 5:39 PM
Stop debugging Kubernetes at 3 AM.
I built an AI agent + K8s controller that:
✅ Detects issues via events
✅ Analyzes root cause (99% confidence)
✅ Suggests fixes
✅ Validates remediation
Fully open source.
https://youtu.be/UbPyEelCh-I
I built an AI agent + K8s controller that:
✅ Detects issues via events
✅ Analyzes root cause (99% confidence)
✅ Suggests fixes
✅ Validates remediation
Fully open source.
https://youtu.be/UbPyEelCh-I
YouTube Video
Stop debugging Kubernetes at 3 AM.
I built an AI agent + K8s controller that:
✅ Detects issues via events
✅ Analyzes root cause (99% confidence)
✅ Suggests fixes
✅ Validates remediation
Fully open source.
https://youtu.be/UbPyEelCh-I
youtu.be
November 17, 2025 at 4:53 PM
Stop debugging Kubernetes at 3 AM.
I built an AI agent + K8s controller that:
✅ Detects issues via events
✅ Analyzes root cause (99% confidence)
✅ Suggests fixes
✅ Validates remediation
Fully open source.
https://youtu.be/UbPyEelCh-I
I built an AI agent + K8s controller that:
✅ Detects issues via events
✅ Analyzes root cause (99% confidence)
✅ Suggests fixes
✅ Validates remediation
Fully open source.
https://youtu.be/UbPyEelCh-I
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 decide—it just executes. The LLM provides the brains, you provide intent.
https://youtu.be/bfBOn2Ahj4c
https://youtu.be/bfBOn2Ahj4c
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 decide—it just executes. The LLM provides the brains, you provide intent.
https://youtu.be/bfBOn2Ahj4c
youtu.be
November 10, 2025 at 5:05 PM
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 decide—it just executes. The LLM provides the brains, you provide intent.
https://youtu.be/bfBOn2Ahj4c
https://youtu.be/bfBOn2Ahj4c
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
YouTube Video
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
youtu.be
November 3, 2025 at 5:01 PM
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
Ep38 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
October 30, 2025 at 6:55 PM
Ep38 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
October 30, 2025 at 6:38 PM
Stop using AI for everything in Kubernetes. Use it where it actually helps:
❌ Alerting (events are better)
✅ Analysis (AI excels here)
⚖️ Remediation (only for unknowns)
Smart automation beats expensive AI every time.
https://youtu.be/rIdcJYLtCdo
❌ Alerting (events are better)
✅ Analysis (AI excels here)
⚖️ Remediation (only for unknowns)
Smart automation beats expensive AI every time.
https://youtu.be/rIdcJYLtCdo
YouTube Video
Stop using AI for everything in Kubernetes. Use it where it actually helps:
❌ Alerting (events are better)
✅ Analysis (AI excels here)
⚖️ Remediation (only for unknowns)
Smart automation beats expensive AI every time.
https://youtu.be/rIdcJYLtCdo
youtu.be
October 27, 2025 at 5:05 PM
Stop using AI for everything in Kubernetes. Use it where it actually helps:
❌ Alerting (events are better)
✅ Analysis (AI excels here)
⚖️ Remediation (only for unknowns)
Smart automation beats expensive AI every time.
https://youtu.be/rIdcJYLtCdo
❌ Alerting (events are better)
✅ Analysis (AI excels here)
⚖️ Remediation (only for unknowns)
Smart automation beats expensive AI every time.
https://youtu.be/rIdcJYLtCdo
Ep37 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
October 23, 2025 at 5:55 PM
Ep37 - Ask Me Anything About Anything with Scott Rosenberg
YouTube video by DevOps & AI Toolkit
youtube.com
October 23, 2025 at 4:09 PM
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 👇
https://youtu.be/MHf-M8qOogY
https://youtu.be/MHf-M8qOogY
YouTube Video
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 👇
https://youtu.be/MHf-M8qOogY
youtu.be
October 20, 2025 at 4:06 PM
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 👇
https://youtu.be/MHf-M8qOogY
https://youtu.be/MHf-M8qOogY
🔥 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 👇
https://youtu.be/Ma3gKmuXahc
Video sponsor: https://tuple.app
https://youtu.be/Ma3gKmuXahc
Video sponsor: https://tuple.app
YouTube Video
🔥 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 👇
https://youtu.be/Ma3gKmuXahc
Video sponsor: https://tuple.app
youtu.be
October 13, 2025 at 4:03 PM
🔥 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 👇
https://youtu.be/Ma3gKmuXahc
Video sponsor: https://tuple.app
https://youtu.be/Ma3gKmuXahc
Video sponsor: https://tuple.app
Ep36 - Ask Me Anything About Anything
YouTube video by DevOps & AI Toolkit
youtube.com
October 9, 2025 at 5:54 PM