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Ask HN: Have AI companies replaced their own SaaS usage with agents?

1•tuxpenguine•3m ago•0 comments

pi-nes

https://twitter.com/thomasmustier/status/2018362041506132205
1•tosh•5m ago•0 comments

Show HN: Crew – Multi-agent orchestration tool for AI-assisted development

https://github.com/garnetliu/crew
1•gl2334•5m ago•0 comments

New hire fixed a problem so fast, their boss left to become a yoga instructor

https://www.theregister.com/2026/02/06/on_call/
1•Brajeshwar•6m ago•0 comments

Four horsemen of the AI-pocalypse line up capex bigger than Israel's GDP

https://www.theregister.com/2026/02/06/ai_capex_plans/
1•Brajeshwar•7m ago•0 comments

A free Dynamic QR Code generator (no expiring links)

https://free-dynamic-qr-generator.com/
1•nookeshkarri7•8m ago•1 comments

nextTick but for React.js

https://suhaotian.github.io/use-next-tick/
1•jeremy_su•9m ago•0 comments

Show HN: I Built an AI-Powered Pull Request Review Tool

https://github.com/HighGarden-Studio/HighReview
1•highgarden•10m ago•0 comments

Git-am applies commit message diffs

https://lore.kernel.org/git/bcqvh7ahjjgzpgxwnr4kh3hfkksfruf54refyry3ha7qk7dldf@fij5calmscvm/
1•rkta•12m ago•0 comments

ClawEmail: 1min setup for OpenClaw agents with Gmail, Docs

https://clawemail.com
1•aleks5678•19m ago•1 comments

UnAutomating the Economy: More Labor but at What Cost?

https://www.greshm.org/blog/unautomating-the-economy/
1•Suncho•26m ago•1 comments

Show HN: Gettorr – Stream magnet links in the browser via WebRTC (no install)

https://gettorr.com/
1•BenaouidateMed•27m ago•0 comments

Statin drugs safer than previously thought

https://www.semafor.com/article/02/06/2026/statin-drugs-safer-than-previously-thought
1•stareatgoats•28m ago•0 comments

Handy when you just want to distract yourself for a moment

https://d6.h5go.life/
1•TrendSpotterPro•30m ago•0 comments

More States Are Taking Aim at a Controversial Early Reading Method

https://www.edweek.org/teaching-learning/more-states-are-taking-aim-at-a-controversial-early-read...
1•lelanthran•31m ago•0 comments

AI will not save developer productivity

https://www.infoworld.com/article/4125409/ai-will-not-save-developer-productivity.html
1•indentit•37m ago•0 comments

How I do and don't use agents

https://twitter.com/jessfraz/status/2019975917863661760
1•tosh•43m ago•0 comments

BTDUex Safe? The Back End Withdrawal Anomalies

1•aoijfoqfw•45m ago•0 comments

Show HN: Compile-Time Vibe Coding

https://github.com/Michael-JB/vibecode
6•michaelchicory•48m ago•1 comments

Show HN: Ensemble – macOS App to Manage Claude Code Skills, MCPs, and Claude.md

https://github.com/O0000-code/Ensemble
1•IO0oI•51m ago•1 comments

PR to support XMPP channels in OpenClaw

https://github.com/openclaw/openclaw/pull/9741
1•mickael•52m ago•0 comments

Twenty: A Modern Alternative to Salesforce

https://github.com/twentyhq/twenty
1•tosh•53m ago•0 comments

Raspberry Pi: More memory-driven price rises

https://www.raspberrypi.com/news/more-memory-driven-price-rises/
2•calcifer•59m ago•0 comments

Level Up Your Gaming

https://d4.h5go.life/
1•LinkLens•1h ago•1 comments

Di.day is a movement to encourage people to ditch Big Tech

https://itsfoss.com/news/di-day-celebration/
3•MilnerRoute•1h ago•0 comments

Show HN: AI generated personal affirmations playing when your phone is locked

https://MyAffirmations.Guru
4•alaserm•1h ago•3 comments

Show HN: GTM MCP Server- Let AI Manage Your Google Tag Manager Containers

https://github.com/paolobietolini/gtm-mcp-server
1•paolobietolini•1h ago•0 comments

Launch of X (Twitter) API Pay-per-Use Pricing

https://devcommunity.x.com/t/announcing-the-launch-of-x-api-pay-per-use-pricing/256476
1•thinkingemote•1h ago•0 comments

Facebook seemingly randomly bans tons of users

https://old.reddit.com/r/facebookdisabledme/
1•dirteater_•1h ago•2 comments

Global Bird Count Event

https://www.birdcount.org/
1•downboots•1h ago•0 comments
Open in hackernews

GitOps Considered Harmful for MVP

https://knockdata.com/blog/gitops-considered-harmful
13•RockieYang•4mo ago

Comments

cranberryturkey•4mo ago
what is GitOps?
RockieYang•4mo ago
GitOps is like DevOps in Git. Let a bot take care of the infrastructure according to the git repo.
tony-vlcek•4mo ago
Literally the first sub-section of the article:

> At its core, GitOps is simple. You write down how you want the system to look in code and a bot makes the world match that. Your infrastructure lives in Git. You deploy by committing. You roll back by reverting. The robots take it from there.

RockieYang•4mo ago
Thanks tony. Can you please share your opinion? Love to hear
elp•4mo ago
We use it heavily in our Kubernetes environment. Everything beyond the basic install goes into a repository. As soon as someone commits a change, ArgoCD running on the cluster picks it up and rolls it out automatically.

For version 1/MVP work, you absolutely shouldn’t bother with this. It’s a complete waste of resources when you should be focusing on growth or launching the product. Compared to doing it by hand, it’s slower, clumsier, and just another layer of complexity your team has to deal with.

On the other hand, for long-running, stable systems, it’s awesome! We know exactly who rolled out a change and when. From the commit messages, we know why the change happened—even years later. We also make a point of adding Jira (Hawk Tuah) ticket numbers so we can track the details more easily. And if something goes wrong, it’s simple to roll back to an older version.

This approach is perfect for large, long-term maintenance systems—but poison for a brand-new project.

RockieYang•4mo ago
Totally agree. I think gitops is super helpful for a full production system. While MVP, it is really poison. Thanks so much for sharing.
rapnie•4mo ago
Please adjust the title. The full title is "GitOps Considered Harmful for MVP" which is totally different than what the current title conveys.
RockieYang•4mo ago
Thanks point out. Changed that
camilomatajira•4mo ago
This is worth gold: """ Power Imbalance

In theory, GitOps is neutral. A robot pulls from Git and makes reality match. Everyone gets to review, and every change is versioned. Feels fair. Right?

But in practice, GitOps introduces a very specific kind of power dynamic: the gatekeeper pattern.

Most of the time, it’s the infra or platform team that sets up GitOps. They define the rules—how environments are structured, how approvals work, which tools are allowed. And once that system is live, every change has to go through them.

It sounds like collaboration. In reality, it’s almost always a one-way review.

A backend developer wants to change a config file. They need a review from someone on the platform team. A frontend dev wants to bump a service version. They open a PR. They wait. A product engineer wants to expose a new route for testing. Same story. PR. Wait. Fix a nit. Wait again.

But it doesn’t go the other way. It almost never goes the other direction.

Infra changes things, merges to main, the bot deploys it. No one outside the infra team is reviewing their changes. No one’s stopping their PRs with a comment. They own the system, and everyone else is a guest.

That’s not collaboration. That’s control. """

RockieYang•4mo ago
Thanks for highlighting. Some invisible thing is really bad. Things will be easy if put everything on the table
noctune•4mo ago
I overall agree with the article; GitOps is great for managing long-lived, shared, stable systems you need a good audit trail for (like production), but testing isn't one of these. Test environments should ideally just be something non-shared you can just spin up and make changes to without asking for permission.
kritr•4mo ago
I don’t see this article actually arguing against GitOps. It just argues that the policies in place for GitOps need to make sense for the environment you’re developing in.

Obviously, the level of auditing and reviewing for infrastructure changes in a Prod environment make no sense for a Sandbox environment, and there’s nothing in GitOps that implies these need to be the same.

Ideally at every phase of development, you have very legible infrastructure that can be shared and iterated on by a team. The CI pipelines backing this should offer rapid turnaround times, and things should be easy to test.

All things which the general GitOps concept still works in tandem with.

RockieYang•4mo ago
Usually GitOps have flow like checkout => modify => commit => push => PR => merge => check result. Even if we remove the merge step, still have flow modify => commit => push => check result. In which the commit & push still could be removed
ecerulm•4mo ago
I can't agree more.

The PR review cycle is not a good fit for MVP (and to internal tools, etc.) . I think, GitOps still can be used if

* You have a sandbox / test environment * Allow the developers to push directly (no PR) to the branch used for that test environment

So for me it's not about GitOps (having the description of the deployment in git) it's a about the git workflow for these cases (PR review cycle vs pushing directly to branch).