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Show HN: Empusa – Visual debugger to catch and resume AI agent retry loops

https://github.com/justin55afdfdsf5ds45f4ds5f45ds4/EmpusaAI
1•justinlord•43s ago•0 comments

Show HN: Bitcoin wallet on NXP SE050 secure element, Tor-only open source

https://github.com/0xdeadbeefnetwork/sigil-web
1•sickthecat•2m ago•0 comments

White House Explores Opening Antitrust Probe on Homebuilders

https://www.bloomberg.com/news/articles/2026-02-06/white-house-explores-opening-antitrust-probe-i...
1•petethomas•3m ago•0 comments

Show HN: MindDraft – AI task app with smart actions and auto expense tracking

https://minddraft.ai
1•imthepk•8m ago•0 comments

How do you estimate AI app development costs accurately?

1•insights123•9m ago•0 comments

Going Through Snowden Documents, Part 5

https://libroot.org/posts/going-through-snowden-documents-part-5/
1•goto1•9m ago•0 comments

Show HN: MCP Server for TradeStation

https://github.com/theelderwand/tradestation-mcp
1•theelderwand•12m ago•0 comments

Canada unveils auto industry plan in latest pivot away from US

https://www.bbc.com/news/articles/cvgd2j80klmo
1•breve•13m ago•0 comments

The essential Reinhold Niebuhr: selected essays and addresses

https://archive.org/details/essentialreinhol0000nieb
1•baxtr•16m ago•0 comments

Rentahuman.ai Turns Humans into On-Demand Labor for AI Agents

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1•tempodox•17m ago•0 comments

StovexGlobal – Compliance Gaps to Note

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Show HN: Afelyon – Turns Jira tickets into production-ready PRs (multi-repo)

https://afelyon.com/
1•AbduNebu•21m ago•0 comments

Trump says America should move on from Epstein – it may not be that easy

https://www.bbc.com/news/articles/cy4gj71z0m0o
5•tempodox•22m ago•1 comments

Tiny Clippy – A native Office Assistant built in Rust and egui

https://github.com/salva-imm/tiny-clippy
1•salvadorda656•26m ago•0 comments

LegalArgumentException: From Courtrooms to Clojure – Sen [video]

https://www.youtube.com/watch?v=cmMQbsOTX-o
1•adityaathalye•29m ago•0 comments

US moves to deport 5-year-old detained in Minnesota

https://www.reuters.com/legal/government/us-moves-deport-5-year-old-detained-minnesota-2026-02-06/
4•petethomas•32m ago•2 comments

If you lose your passport in Austria, head for McDonald's Golden Arches

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Show HN: Mermaid Formatter – CLI and library to auto-format Mermaid diagrams

https://github.com/chenyanchen/mermaid-formatter
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RFCs vs. READMEs: The Evolution of Protocols

https://h3manth.com/scribe/rfcs-vs-readmes/
2•init0•59m ago•1 comments

Kanchipuram Saris and Thinking Machines

https://altermag.com/articles/kanchipuram-saris-and-thinking-machines
1•trojanalert•59m ago•0 comments

Chinese chemical supplier causes global baby formula recall

https://www.reuters.com/business/healthcare-pharmaceuticals/nestle-widens-french-infant-formula-r...
2•fkdk•1h ago•0 comments

I've used AI to write 100% of my code for a year as an engineer

https://old.reddit.com/r/ClaudeCode/comments/1qxvobt/ive_used_ai_to_write_100_of_my_code_for_1_ye...
2•ukuina•1h ago•1 comments

Looking for 4 Autistic Co-Founders for AI Startup (Equity-Based)

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AI-native capabilities, a new API Catalog, and updated plans and pricing

https://blog.postman.com/new-capabilities-march-2026/
1•thunderbong•1h ago•0 comments

What changed in tech from 2010 to 2020?

https://www.tedsanders.com/what-changed-in-tech-from-2010-to-2020/
3•endorphine•1h ago•0 comments

From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
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Advanced Inertial Reference Sphere

https://en.wikipedia.org/wiki/Advanced_Inertial_Reference_Sphere
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Toyota Developing a Console-Grade, Open-Source Game Engine with Flutter and Dart

https://www.phoronix.com/news/Fluorite-Toyota-Game-Engine
2•computer23•1h ago•0 comments

Typing for Love or Money: The Hidden Labor Behind Modern Literary Masterpieces

https://publicdomainreview.org/essay/typing-for-love-or-money/
1•prismatic•1h ago•0 comments

Show HN: A longitudinal health record built from fragmented medical data

https://myaether.live
1•takmak007•1h ago•0 comments
Open in hackernews

Production-Grade Container Deployment with Podman Quadlets – Larvitz Blog

https://blog.hofstede.it/production-grade-container-deployment-with-podman-quadlets/index.html
62•todsacerdoti•2mo ago

Comments

silasb•2mo ago
I'm not trying to take a shot at the OP, but I keep seeing posts labeled "Production-Grade" that still look more like pet systems than cattle. I'm struggling to understand how something like this can be reproduced consistently across environments. How would you package this inside a Git repo? Can it be managed through GitOps? And if we're calling something production-grade, high availability should be a baseline requirement since it's table stakes for modern production applications.

What I'd really love is a middle ground between k8s and Docker Swarm that gives operators and developers what they need while still providing an escape hatch to k8s when required. k8s is immensely powerful but often feels like overkill for teams that just need simple orchestration, predictable deployments, and basic resiliency. On the other hand, Swarm is easy to use but doesn't offer the extensibility, ecosystem, or long-term viability that many organizations now expect. It feels like there's a missing layer in between: something lightweight enough to operate without a dedicated platform team, but structured enough to support best practices such as declarative config, GitOps workflows, and repeatable environments.

As I write this, I'm realizing that part of the issue is the increasing complexity of our services. Every team wants a clean, Unix-like architecture made up of small components that each do one job really well. Philosophically that sounds great, but in practice it leads to a huge amount of integration work. Each "small tool" comes with its own configuration, lifecycle, upgrade path, and operational concerns. When you stack enough of those together, the end result is a system that is actually more complex than the monoliths we moved away from. A simple deployment quickly becomes a tower of YAML, sidecars, controllers, and operators. So even when we're just trying to run a few services reliably, the cumulative complexity of the ecosystem pushes us toward heavyweight solutions like k8s, even if the problem doesn't truly require it.

yrxuthst•2mo ago
I have not used quadlets in a "real" production environment but deploying systemd services is very easy to automate with something like Ansible.

But I don't see this as a replacement for k8s as a platform for generic applications, more for deploying a specific set of containers to a fleet of servers with less overhead and complexity.

figmert•2mo ago
> Ansible

OP asked for something consistent and between K8s and Swarm. Ansible is just a mistake that people refuse to stop using.

the_alchemist•2mo ago
Please elaborate
figmert•2mo ago
Ansible is a procedural mess. It's like helm had a baby with a very bad procedural language. It works, but it's such a mess to work with. Half of the time it breaks because you haven't thought about some if statement that covers a single node or some bs.

Comparing that to docker swarm and/or k8s manifests (I guess even Helm if you're not the one developing charts), Ansible is a complete mess. You're better off managing things with Puppet or Salt, as that gives you an actual declarative mechanism (i.e. desired state like K8s manifests).

retroflexzy•2mo ago
> Ansible is a complete mess. You're better off managing things with Puppet or Salt, as that gives you an actual declarative mechanism

We thought this, too, when choosing Salt over Ansible, but that was a complete disaster.

Ansible is definitely designed to operate at a lower abstraction level, but modules that behave like desired state declarations actually work very well. And creating your own modules turned out to be at least an order of magnitude easier than in Salt.

We do use Ansible to manage containers via podman-systemd, but slightly hampered by Ubuntu not shipping with podman 5. It's... fine?

Our mixed Windows, Linux VM and Linux bare metal deployment scenario is likely fairly niche, but Ansible is really the only tenable solution.

mono442•2mo ago
All of them are trying to create something which seems declarative on top of a mutable system.

In my experience, it only works decently well when a special care is taken of when writing playbooks.

betaby•2mo ago
> Ansible is just a mistake that people refuse to stop using.

So is Helm! Helm is just a mistake that people refuse to stop using.

zrail•2mo ago
Nobody who has used Helm in anger will debate this with you.
figmert•2mo ago
I have never denied helm is a mistake that people refuse to stop using. I quite think of Helm as the same as Ansible. Helm is only nice when you consume packages written by others.
exceptione•2mo ago

  > What I'd really love is a middle ground between k8s and Docker Swarm
Maybe this is what you mean:

https://docs.podman.io/en/latest/markdown/podman-kube.1.html

  > that gives operators and developers what they need while still providing an escape hatch to k8s when required.
Here you go, linked from the first page

https://docs.podman.io/en/latest/markdown/podman-kube-genera...

Podman has an option to play your containers on CRI-O as well, which is a minimal but K8s compliant runtime.

xienze•2mo ago
> I'm struggling to understand how something like this can be reproduced consistently across environments. How would you package this inside a Git repo?

Very easily. At the end of the day, quadlets (which are just systemd services) are just text files. You can use something like cloud-init to define all these quadlets and enable them in a single yaml file and do a completely unattended install. I do something similar to cloud-init using Flatcar Linux.

xomodo•2mo ago
> How would you package this inside a Git repo?

There are many ways to do that. Start with a simple repo and spin up a VM instance from the cloud provider of your choice. Then integrate the commands from this article into a cloud-init configuration. Hope you get the idea.

MikeKusold•2mo ago
> I'm struggling to understand how something like this can be reproduced consistently across environments. How would you package this inside a Git repo? Can it be managed through GitOps?

I manage my podman containers the way the article describes using NixOS. I have a tmpfs root that gets blown away on every reboot. Deploys happen automatically when I push a commit.

smjburton•2mo ago
This is a great resource OP. Hopefully with more guides like this available, it will make it easier for people who want to explore Podman and increase adoption.
ivolimmen•2mo ago
Kubernetes is sometimes just overkill to deploy a simple application and just zip, unpack and start a script is sometimes too fragile and crappy. This is something I would like to try on my Pine64 when I run some simple utility (online) software.
betaby•2mo ago
This setup uses user-space networking as I understand.
dilyevsky•2mo ago
Default podman network driver is just standard linux bridge
lewis1028282•2mo ago
I use socket activation instead of running reverse proxy with `CAP_NET_BIND`. Caddy supports socket binding, and can handle SSL certs. I now just log-in every week or so and run `journalctl --user -f --since "2025-11-09" --grep "error"` to check for anything going on.

https://github.com/eriksjolund/podman-caddy-socket-activatio...

curt15•2mo ago
>Step 4: Database Container (Quadlet)

Isn't it common wisdom that production databases should run directly on the host?