Uploaded September 2025 | Updated September 2026, 18 hours ago
Ever wondered why AI keeps failing at simple infrastructure tasks? The problem isn't AI itself - it's that AI doesn't know your company's policies. Most organizations have their rules scattered across wikis, Slack messages, and locked in people's heads, making it impossible for AI to make compliant decisions.
This video demonstrates a different approach: extracting tribal knowledge from your brain and turning it into both AI-searchable policies and automatic Kubernetes enforcement. Using a guided workflow, we'll create database regional compliance policies that simultaneously feed semantic search for AI guidance and generate Kyverno policies for cluster enforcement. Watch as AI learns to proactively recommend compliant configurations while Kubernetes blocks any attempts to violate your rules - creating a dual strategy that works whether someone follows the guidance or tries to bypass it entirely.
#KubernetesPolicies #DevOpsAI #Kyverno
Consider joining the channel: youtube.com/c/devopstoolkit/join
▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
➡ Transcript and commands: https://devopstoolkit.live/ai/teaching-ai-your-company-policies-vector-search-+-enforcement
🔗 DevOps AI Toolkit: github.com/vfarcic/dot-ai
🎬 Stop Blaming AI: Vector DBs + RAG = Game Changer: youtu.be/zqpJr1qZhTg
▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬
If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).
▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic
▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox
▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 What are Policies?
05:36 AI Policy Extraction
13:36 Policy Enforcement Demo
17:51 Dual Policy Strategy
Ever wondered why AI keeps failing at simple infrastructure tasks? The problem isn't AI itself - it's that AI doesn't know your company's policies. Most organizations have their rules scattered across wikis, Slack messages, and locked in people's heads, making it impossible for AI to make compliant decisions.
This video demonstrates a different approach: extracting tribal knowledge from your brain and turning it into both AI-searchable policies and automatic Kubernetes enforcement. Using a guided workflow, we'll create database regional compliance policies that simultaneously feed semantic search for AI guidance and generate Kyverno policies for cluster enforcement. Watch as AI learns to proactively recommend compliant configurations while Kubernetes blocks any attempts to violate your rules - creating a dual strategy that works whether someone follows the guidance or tries to bypass it entirely.
#KubernetesPolicies #DevOpsAI #Kyverno
Consider joining the channel: youtube.com/c/devopstoolkit/join
▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
➡ Transcript and commands: https://devopstoolkit.live/ai/teaching-ai-your-company-policies-vector-search-+-enforcement
🔗 DevOps AI Toolkit: github.com/vfarcic/dot-ai
🎬 Stop Blaming AI: Vector DBs + RAG = Game Changer: youtu.be/zqpJr1qZhTg
▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬
If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).
▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic
▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox
▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 What are Policies?
05:36 AI Policy Extraction
13:36 Policy Enforcement Demo
17:51 Dual Policy Strategy
