
AI Infrastructure
49 episodes
Claude Dynamic Workflows 🤑
BAU is fun with AI
Where does Spec Driven Development fit?
Checking for AI guard rails
Managing context is the challenge
Spec Driven Discovery

S1 Ep 28Adversarial Agents from London
from a London bus and Vincent in Vietnam! Kai is attending https://www.ai.engineer/europe/schedule

S1 Ep 27Distracted by AI
Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?usp=sharing

S1 Ep 26If it Hurts, do it More Often (with AI)
Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?tab=t.0 00:00 - Introduction 02:00 - Automating AI Agents 04:20 - Auto Research Role 07:15 - Building CLI Tools 09:50 - AI Behavior Control 13:00 - Voice & AI Transcription 15:45 - GitHub Security 18:50 - Multi-cloud Management 22:50 - Disaster Recovery Testing 28:30 - Cost Optimization 33:00 - Terraform vs CDK 38:45 - AI Evaluations 44:00 - AI in Enterprise 50:00 - Ethical Considerations 55:00 - Kubernetes Strategies 58:00 - DevOps Myths 62:00 - Cloud Security Insights 66:00 - Closing Thoughts

S1 Ep 25How can we trust AI?
https://news.ycombinator.com/item?id=47408205 Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?tab=t.0#heading=h.ulxx2eqh7qsr

S1 Ep 24AI's broken mirror
https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?tab=t.0#heading=h.nimhcz973asx https://dabase.com/podcast/ for a summary

S1 Ep 23Validating AI output & Refactoring Infrastructure
Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?tab=t.0 https://dabase.com/podcast/ for a summary

S1 Ep 22Jira is the AI adoption challenge
The elephant in the room is Jira. How can we adopt AI in a structured way in an Enterprise? https://dabase.com/podcast/

S1 Ep 20AI Vampire
Do please Rate and share to keep us rewarded / motivated to share! Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?tab=t.0
AI is a VAMPIRE

S1 Ep 19cfgmgmtcamp 2026 debrief
Previous 2025 vlog: https://youtu.be/QQB6juzzIZU?si=5mrQi_ox8ds0ENp2 I'll add more links as I find a decent internet connection! https://www.youtube.com/watch?v=yxzghm3Fdj8&t=10718s is Adam Jacob's AI talk CDK plan we were talking about: https://gist.github.com/kaihendry/ce6574744e161d4ba8ba283b8dada85c
cfgmgmtcamp 2026 debrief

S1 Ep 18AI Engineer Anti-Patterns + more
I show https://clawd.bot/ & WhatsApp integration. We touch how type checking is not done enough in Python https://docs.astral.sh/ty/ We speculate what's the "Next big thing" in Infrastructure... better state management with https://stategraph.com/? https://handy.computer/ dictation (speech to text) is shown We try capture what the the AI lifecycle looks like right now. Show notes: https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?usp=sharing Kai will be at https://fosdem.org/2026/ & https://cfgmgmtcamp.org/ghent2026/ next week ... say hello if you see me!
AI Engineer Anti-Patterns + more

S1 Ep 17What makes a good AI infrastructure engineer?
https://docs.google.com/document/d/1zoc-0L1o1Cyxtgatb9fN_ZGBGbshZIb9BTzwEj0C4Gc/edit?usp=sharing
What makes a good AI infrastructure engineer?

S1 Ep 16Measuring AI productivity, and will AI have Ads?
https://x.com/kaihendry/status/2009678360046420110 https://docs.astral.sh/uv/llms.txt
Measuring AI productivity, and will AI have Ads?
Ralph Wiggum, Gas town, Playwright right, Omarchy & Skill issues

S1 Ep 15Ralph Wiggum, Gas town, Playwright right, Omarchy & Skill issues
https://x.com/mattpocockuk/status/2008200878633931247 https://steve-yegge.medium.com/the-future-of-coding-agents-e9451a84207c https://github.com/steveyegge/gastown https://github.com/kaihendry/skills 00:00 Ralph Wiggum 01:37 Gas town 13:21 Testing 16:26 Playwright demo 33:41 Ralph Wiggum memes 36:37 Omarchy 41:11 Skills for AI

S1 Ep 14Scaling AskUserQuestionTool
Vibe coded Chrome extension to show Amazon UK Data First Available: https://github.com/kaihendry/date-first-available My failed thought experiment to get AI to setup my PI https://github.com/kaihendry/ai-pi My blog about how I got my Pi setup as a VPS host: https://dabase.com/blog/2026/machinectl-trixie-pi/ Markdown to Confluence POC https://github.com/kaihendry/md-confluence https://x.com/trq212/status/2005315275026260309 promotes the AskUserQuestionTool idea Kiro seminar (PAID) https://www.eventbrite.com/e/hands-on-spec-driven-development-workshop-tickets-1812679024759?aff=so%E2%80%A6 https://steve-yegge.medium.com/welcome-to-gas-town-4f25ee16dd04
Scaling AskUserQuestionTool
Spec Kit vs Conductor

S1 Ep 13Spec Kit vs Conductor
https://developers.googleblog.com/conductor-introducing-context-driven-development-for-gemini-cli/ Clip is from https://www.youtube.com/watch?v=CEvIs9y1uog Don't paste screenshots of terminals, use: https://tools.simonwillison.net/terminal-to-html https://adrianhall.github.io/posts/2025/2025-12-06-spec-kit.html https://www.sanity.io/blog/you-should-never-build-a-cms

S1 Ep 12Why do we need the Cloud Development Kit?
The Cloud is too complex, we need a programming language, we need abstractions. Terraform isn't enough for AWS.
Why do we need the Cloud Development Kit?
CDK for Terraform and two pizza teams

S1 Ep 11CDK for Terraform and two pizza teams
https://github.com/hashicorp/terraform-cdk/commit/a0c56138e2b4c7b6c128bd7ba08a8e317df852af Trying to plot the changing Infrastructure landscape.

S1 Ep 10Beads, Speckit, Perles, Opus, Agents, oh my!
https://www.loom.com/share/e2ab7a2dc7354bff88c9f528398e1bbf Do please comment & Europeans must go to these FREE events: https://fosdem.org/2026/ https://cfgmgmtcamp.org/ghent2026/
Beads, Speckit, Perles, Opus, Agents, oh my!

S1 Ep 9Adopting AI with steveyegge/beads
https://dabase.com/podcast/ https://github.com/steveyegge/beads/discussions/430 Goredo: http://www.goredo.cypherpunks.su/
Adopting AI with steveyegge/beads

S1 Ep 8AI Infrastructure addicts
https://github.com/addyosmani/gemini-cli-tips
AI Infrastructure addicts

S1 Ep 7AI acceleration with Anthropic and Beads
Chatting about @t3dotgg turning onto @anthropic-ai Phone a farmer https://www.youtube.com/live/nW7-igJA798 https://www.youtube.com/live/cMSprbJ95jg for Steve Yegge about an hour in. Beads skill that Vincent didn't realise was in the context: https://github.com/kaihendry/dabase.com/blob/main/content/tips/web/bug-reporting-template.md
AI acceleration with Anthropic and Beads
AI for Infrastructure Engineers

S1 Ep 6AI for Infrastructure Engineers
https://youtu.be/cMSprbJ95jg?t=3675 If you're using an IDE you're a bad engineer!

S1 Ep 5Trunk based infrastructure with feature flags
https://github.com/vincenthsh & https://github.com/kaihendry/ - two infrastructure engineers talking about Instructure sprawl 00:00 AWS Account organisation https://github.com/kaihendry/actions/blob/main/accounts.json 20:00 System Initiative 29:00 Cloud abstractions are needed 30:40 Danger of clickops 37:31 Labels vs Tags 40:10 Integration points
How to listen to the AI infrastructure podcast from your car

S1 Ep 4Who is Vincent DE Smet & what is Grid?
00:00 Why move to Vietnam? 33:34 Spec Kit and https://github.com/steveyegge/beads? 44:49 Demo of the Grid

S1 Ep 3Infrastructure as Code & Platform teams
https://aws.amazon.com/cloudcontrolapi/ https://s.natalian.org/2025-10-19/CommunityDay_Malaysia_2025.pptx

S1 Ep 2What is Spec-Driven Development?
https://github.com/github/spec-kit Spec-kitting an existing project: https://youtu.be/SGHIQTsPzuY?si=19uhEGXQv-leUh9J https://martinfowler.com/articles/exploring-gen-ai/sdd-3-tools.html WDYT? Comments below!

S1 Ep 1Terralith: the Future of Terraform Automation and Collaboration? (Re-Upload)
Vincent De Smet is working on https://terraconstructs.dev/ Opentaco trailer from https://www.linkedin.com/posts/izalutski_today-i-am-excited-to-announce-diggers-biggest-activity-7376635476264374272-O2Cp/ (without the copyrighted aggressive music) https://github.com/diggerhq/digger/blob/develop/taco/agents_context/opentaco-case.md#how-will-this-thing-make-money