A feed of my social media content from YouTube, LinkedIn, BlueSky, and Twitter/X.https://www.lockhead.info/en-ushttps://bsky.app/profile/lockhead.dev/post/3mx6xm3ebc623https://bsky.app/profile/lockhead.dev/post/3mx6xm3ebc623The complexity your platform abstracts away doesn't vanish. So who inherits it, and did we ask them?Tue, 06 Oct 2026 08:00:24 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx5lyyemdu2zhttps://bsky.app/profile/lockhead.dev/post/3mx5lyyemdu2zIs there really such a thing as a "fully automated" deploy, or just one where the human is hidden?Mon, 05 Oct 2026 19:00:12 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx5a7gzpik26https://bsky.app/profile/lockhead.dev/post/3mx5a7gzpik26Also trueMon, 05 Oct 2026 15:29:04 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx4ukmo2k42whttps://bsky.app/profile/lockhead.dev/post/3mx4ukmo2k42wIn 2026, is the model still the product, or is the harness around it?Mon, 05 Oct 2026 12:00:34 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx4kitdwew23https://bsky.app/profile/lockhead.dev/post/3mx4kitdwew23A week with KiroCrew on my mind, and here's where I landed: the thesis is right even if the tool is early. My friction was never "the model can't code." It's juggling sessions and having no memory between them. KiroCrew goes straight at that. 👉 https://lckhd.eu/nReYuu #Kiro #OpenSourceMon, 05 Oct 2026 09:00:35 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx4h4xjio22chttps://bsky.app/profile/lockhead.dev/post/3mx4h4xjio22c47 ways to run a container on AWS: is that freedom, or just an expensive way to avoid a decision?Mon, 05 Oct 2026 08:00:17 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx33km6uow23https://bsky.app/profile/lockhead.dev/post/3mx33km6uow23At what team size does an internal platform start giving back more than it costs to run?Sun, 04 Oct 2026 19:00:30 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx2t74talk2zhttps://bsky.app/profile/lockhead.dev/post/3mx2t74talk2zNext week: going deeper on the same three 🤖 KiroCrew, beyond "what is it," into whether it actually solves orchestration CI/CD, the two setups and the tradeoffs I'm still wrestling with What should I dig into? Reply and I'll fold it in. #BuildInPublic #KiroSun, 04 Oct 2026 16:30:55 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mx2aq2i3hc2chttps://bsky.app/profile/lockhead.dev/post/3mx2aq2i3hc2cIs your manual deploy gate a sign of discipline, or a sign you don't trust your own pipeline?Sun, 04 Oct 2026 11:00:22 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwzzyzir7o2fhttps://bsky.app/profile/lockhead.dev/post/3mwzzyzir7o2fThe unglamorous parts of my pipelines are the ones I'm proudest of A manual migration guard. A container-restart hack I'm not proud of. A cert that has to live in us-east-1. None of it pretty. All of it ships, reliably. Real CI/CD isn't elegant. It's honest. #CICD #DevOpsSun, 04 Oct 2026 09:00:07 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwzrxusbak2ghttps://bsky.app/profile/lockhead.dev/post/3mwzrxusbak2gHm. Okay. I am not sure that’s good enough in 2026Sun, 04 Oct 2026 06:36:19 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwzrx6ul5c2ghttps://bsky.app/profile/lockhead.dev/post/3mwzrx6ul5c2gGreatSun, 04 Oct 2026 06:35:56 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwxrwlrspo2chttps://bsky.app/profile/lockhead.dev/post/3mwxrwlrspo2cDoes automating your cloud actually save money, or just help you spend it faster and more confidently?Sat, 03 Oct 2026 11:30:16 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwxhv7mwso2thttps://bsky.app/profile/lockhead.dev/post/3mwxhv7mwso2tWeekend watch, if you're into this stuff ☕ How do you orchestrate AI agents running everywhere, local and cloud? That's the KiroCrew premise, and the most interesting rabbit hole I went down lately. 👉 https://lckhd.eu/pDnE6w #Kiro #AgenticAISat, 03 Oct 2026 08:30:31 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mww2ms46dk2chttps://bsky.app/profile/lockhead.dev/post/3mww2ms46dk2cA golden path for whom, exactly — the developers, or the platform team that decides where they walk?Fri, 02 Oct 2026 19:00:31 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwvtvsjxil2khttps://bsky.app/profile/lockhead.dev/post/3mwvtvsjxil2kDid CI/CD give us our time back, or just a nicer place to wait for the pipeline to go green?Fri, 02 Oct 2026 17:00:17 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwvra7uxok2thttps://bsky.app/profile/lockhead.dev/post/3mwvra7uxok2tIs it really the case that in 2026 we need AI to write our code, or do we just feel behind if we don't?Fri, 02 Oct 2026 16:12:26 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwvovmurya2ghttps://bsky.app/profile/lockhead.dev/post/3mwvovmurya2gQuick CI/CD tip 🔧 The us-east-1 CloudFront certificate trips up nearly everyone: your ACM cert for a CloudFront distribution must live in us-east-1, wherever the rest of your stack runs. Bake it into the pipeline once. 👉 https://lckhd.eu/aBBeF9 #CICD #AWSFri, 02 Oct 2026 15:30:40 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwuz3r2xyo2hhttps://bsky.app/profile/lockhead.dev/post/3mwuz3r2xyo2hEverything I've shared this week, in one place 🤖 KiroCrew, orchestrate agents on your machine: https://lckhd.eu/DUdQk5 CI/CD, two pipelines: https://lckhd.eu/WHgisY CI/CD refresher, one multi-stage: https://lckhd.eu/nexfBT Build + ship. Which one's for you? #CICD #KiroFri, 02 Oct 2026 09:00:25 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwusfqtt2n2ghttps://bsky.app/profile/lockhead.dev/post/3mwusfqtt2n2gTwo halves of my week: how I build and how I ship Build → KiroCrew, orchestrating agents on your own machine. Ship → two takes on CI/CD with GitHub Actions, two different pipeline shapes. All three are up. Roundup later today #BuildInPublic #KiroFri, 02 Oct 2026 07:00:45 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwt33pcmpm2mhttps://bsky.app/profile/lockhead.dev/post/3mwt33pcmpm2mTalking to your agents from Slack is a bigger deal than it sounds KiroCrew drives agents from CLI, dashboard, or Slack, put the backend on a remote box and you kick off a task from your phone. The IDE stops being the only door in. 👉 https://lckhd.eu/xZHGXB #Kiro #OpenSourceThu, 01 Oct 2026 14:30:50 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwsdm45lw627https://bsky.app/profile/lockhead.dev/post/3mwsdm45lw627Back to KiroCrew, because one idea stuck: agents that schedule their own work Cron jobs for your agent. Multi-step tasks running unattended. Memory that survives between sessions. Less chat window, more teammate. 👉 https://lckhd.eu/bGdJqS #Kiro #AgenticAIThu, 01 Oct 2026 07:30:31 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwqvz76u4b2khttps://bsky.app/profile/lockhead.dev/post/3mwqvz76u4b2kRight now we’re at the AWS User Group Bergstraße and Darmstadt with Lars from Merck sharing learnings from their Ci/CD journey #awscommunity #cicd #meetupWed, 30 Sep 2026 17:54:38 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwqnxqfj2d2shttps://bsky.app/profile/lockhead.dev/post/3mwqnxqfj2d2sIf you really want to see me at re:Invent, here's the date & time where I definately will be Wednesday, Dec 2 1:30 PM - 2:30 PM PST Ceasars Forum #awsreinvent #publicspeaking #eks #internaldeveloperplatform #platformengineeringWed, 30 Sep 2026 15:30:39 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwqmbjc2pw27https://bsky.app/profile/lockhead.dev/post/3mwqmbjc2pw27Tonight at AWS User Group Bergstrasse 🎤 Lars Kinder on "Build Once, Deploy Many": package an artifact once, promote it across environments, roll back safely. Perfect timing after my week of pipeline confessions. 📅 19:00 CEST 👉 https://lckhd.eu/3Fs2BsWed, 30 Sep 2026 15:00:20 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwqhbf4szx2ehttps://bsky.app/profile/lockhead.dev/post/3mwqhbf4szx2eThe honest bit from my refresher video: My promotion workflow rebuilds artifacts from the tag instead of packaging once and promoting that exact build. It works. It's also not really promotion. Fixing it is on the list. 👉 https://lckhd.eu/uTlHas #CICD #GitHubActionsWed, 30 Sep 2026 13:30:45 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwpri3q2ch24https://bsky.app/profile/lockhead.dev/post/3mwpri3q2ch24Same builder, opposite structure One project runs two separate pipelines. This one, Pegasus Galaxy, my browser + mobile game, runs one multi-stage GitHub Actions pipeline: parallel tests, three frontends, promotion across environments. 👉 https://lckhd.eu/q3XiMq #CICD #GitHubActionsWed, 30 Sep 2026 07:00:49 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwnjfcxhtv2nhttps://bsky.app/profile/lockhead.dev/post/3mwnjfcxhtv2nOne bit from my CI/CD video worth calling out: My production deploy has a manual migration guard. Everything else is automated, but anything touching data waits for a human. Not elegant. Has saved me more than once. 👉 https://lckhd.eu/UYFwlp #CICD #DevOpsTue, 29 Sep 2026 09:30:47 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwn7confwb25https://bsky.app/profile/lockhead.dev/post/3mwn7confwb25No reference architecture, just the actual CI/CD running a side project I built for my handball group CDK backend + Flutter web, one monorepo, two separate pipelines, and why backend and frontend don't release together. 👉 https://lckhd.eu/NcuEHQ #CICD #AWSCDKTue, 29 Sep 2026 06:30:21 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwlhyz3waa2phttps://bsky.app/profile/lockhead.dev/post/3mwlhyz3waa2pThe bit of KiroCrew I keep thinking about: persistent memory across sessions Most of my agent time goes on re-explaining context I gave yesterday. An orchestrator that just remembers changes the economics. 👉 https://lckhd.eu/TyuvZP #Kiro #AgenticAIMon, 28 Sep 2026 14:00:41 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwks7rsmd62phttps://bsky.app/profile/lockhead.dev/post/3mwks7rsmd62pYour agents run everywhere now: local, cloud, CLI, Slack. So who's orchestrating them? I dug into KiroCrew, an open-source project out of AWS that manages agent sessions, memory and scheduling on your own machine. 👉 https://lckhd.eu/kaB9uc #Kiro #OpenSourceMon, 28 Sep 2026 07:30:46 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwkleggg7v25https://bsky.app/profile/lockhead.dev/post/3mwkleggg7v25📊 433 installs across 6 apps in 30d (+15%) 📱 1,662 active devices Top: Gem,Ore & Struct Finder for MC #indiedev #buildinpublicMon, 28 Sep 2026 05:28:06 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwdcil5mz525https://bsky.app/profile/lockhead.dev/post/3mwdcil5mz525weekend ❤️ #CICD #KiroFri, 25 Sep 2026 08:00:44 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwdcijswtm2ohttps://bsky.app/profile/lockhead.dev/post/3mwdcijswtm2oEverything from this week, in one place 👇 How I ship: 🆕 Real-World CI/CD in 2026 → https://lckhd.eu/t4RigA 🆕 GitHub Actions for Pegasus Galaxy → https://lckhd.eu/kotH6y How I build: 🔁 Kiro IDE Quick Start → https://lckhd.eu/fYKLYy 🔁 Kiro Crew with Darko → https://lckhd.eu/PEZSqu Have a goodFri, 25 Sep 2026 08:00:40 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwbq4btfn22ahttps://bsky.app/profile/lockhead.dev/post/3mwbq4btfn22aThanksThu, 24 Sep 2026 16:59:05 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwaspdr4r627https://bsky.app/profile/lockhead.dev/post/3mwaspdr4r627Help Joseph to get to re:Invent 2026! #AWSCommunity #reInvent26 https://lckhd.eu/bVYHA6Thu, 24 Sep 2026 08:12:51 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mwaqdtb6ie2ahttps://bsky.app/profile/lockhead.dev/post/3mwaqdtb6ie2aYesterday: the Kiro IDE on-ramp. Today: where it goes next 👇 I sat down with Darko to dig into Kiro Crew — an open-source agentic dev workspace that started inside AWS, used by tens of thousands internally. Multi-session, orchestration, scheduled tasks, memory. 👉 https://lckhd.eu/l5mnrF #KiroThu, 24 Sep 2026 07:30:36 GMTblueskyhttps://bsky.app/profile/lockhead.dev/post/3mw67uvssgx2shttps://bsky.app/profile/lockhead.dev/post/3mw67uvssgx2sTwo days of pipelines — that's how my code ships. The other half is how it gets written. New to Kiro? This is the 5-minute on-ramp: install, first look, and what's actually different from VS Code 👇 👉 https://lckhd.eu/XednjQ #KiroWed, 23 Sep 2026 07:30:36 GMTbluesky