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Posted by eggbrain 22 hours ago

Ask HN: What's your current AI agentic setup?

I'm curious how people on HN are using AI day to day, and came up with a list of questions I thought could be interesting to know. No need to answer every question of course, just wanted to get a gut feel how people are using AI.

1) What AI subscriptions are you personally paying for? (Claude, ChatGPT/Codex, Cursor, etc)

- Which tiers?

- Have you purchased multiple subscriptions from the same provider (eg two Claude accounts)?

2) Are you using models outside (or instead) of those subscriptions? For example, pay-as-you-go APIs, OpenRouter, or locally hosted models.

- Which models and providers?

3) What coding harnesses and interfaces are you using? Are you sticking with the default CLIs or IDE integrations, or using alternatives like OpenCode, Pi, Aider, Muse Code, or custom-built harnesses?

- What made you switch harnesses (if you switched)?

4) Are you using any agent orchestration or swarm tools?

- For example, Munder Difflin, Gas Town, Ruflo, or something custom.

5) Are you using broader agent platforms like OpenClaw / Hermes Agent / Grok bot / Dots / Muse?

- If you are using them, what are your main use cases?

-----

I know my workflow has differed significantly from a year ago, and so it would be interesting to capture a snapshot today of what people are using and why.

391 points | 440 comments
virpo 12 minutes ago|
1) Claude ($100) + Codex ($20) seems to be a sweet spot, with Codex being able to generate images and do reviews of Claude's code

2) If I want to do, say, summaries at scale, I reach for Gemini 3.5 Flash Lite

3) CMUX with folders per project + Stream Deck that shows me which agent has finished :)

4) Just Opus 5.5 orchestrating its subagents

5) Hermes. I find at least one 24/7 machine with agent running, that you can reach from anywhere to be worth it. As your personal assistant.

(shameless promotion) Many people here are looking for tips on how to improve their setup. I asked my agent to go through my setup, put it into 100 tips and tricks and to let anyone's agent go through their setup and see if there are any good ones that they haven't tried yet.

So give your agent this: https://virpo.io/levels and ask it to see if there are some tips you could try.

Animats 4 hours ago||
Embarrassingly, I don't have one yet. I'm mostly still writing code one keystroke at a time. I've used Github Copilot to translate between languages and look things up, but haven't trusted it to write new code or fix anything.

Claude Fable is now good enough that I should be using it. The latest Claude version is said to be comparable to a mid-career graphics programmer, which is about what I need. Six months ago it wasn't good enough to use for such work, and probably would have made a hash of my code. There's been progress.

But Anthropic's business practices are scary. They have a reputation for cancelling accounts for random reasons, offer rather bad terms, and have no customer support. I have a strong aversion to services with a reputation for cancelling services arbitrarily. They will apparently cancel based on their system's guesses as to what you're working on. Sometimes they guess wrong. What I'm doing (metaverse clients) is so far out of the mainstream they may guess wrong.

I'm currently stalled signing up for Claude because their verification email system can't get to my inbox. (Some problem with their using Constant Contact, a spam system, to send transactional emails to my own domain, which, long ago, I had blocked at the Constant Contact end. I think. The verification email never touches the inbound mail server.) It's very important to Anthropic that you sign up with the "right" email address, and it may not be possible to change it, so using some disposable address is not a good idea.

Suggestions?

creativeSlumber 26 minutes ago||
> But Anthropic's business practices are scary. They have a reputation for cancelling accounts for random reasons, offer rather bad terms, and have no customer support. I have a strong aversion to services with a reputation for cancelling services arbitrarily. They will apparently cancel based on their system's guesses as to what you're working on. Sometimes they guess wrong. What I'm doing (metaverse clients) is so far out of the mainstream they may guess wrong.

Then use open alternatives as much as possible. Something like Opencode with OpenRouter with Deepseek 4.1 from ZDR provider works very well and costs like 1/20th.

ChrisRR 2 hours ago|||
You don't even need to start off with Fable. Give Opus 5.5 a try first and then then try Fable if you feel like you need to push it further
computomatic 3 hours ago|||
You can access Claude models through any number of providers - OpenRouter, AWS Bedrock, etc. and as far as I know, Claude Code can be used with any of them. The only real benefit to going direct through Anthropic is the subscriptions. It’s worth the risk for the discount, but if you get locked out, there’s other (pricy) options to get unblocked.
olmo23 4 hours ago|||
Just use a random gmail address, it works.
walrus01 3 hours ago||
I would suggest that based on your current level of "trust" in these things (justifiably very low, I use zero openai or anthropic products myself) that you look into self hosting locally something reasonably capable and smart on your own hardware, on llama-server or something functionally equivalent to it. And running it in something like the opencode harness, using zero of the opencode API or online services. Qwen 3.8-flash-next will run on a lot of different hardware setups that are within the reach of normal people, or possibly deepseek v4 flash 1017, glm5.3-flash, things in that general category.
nfriedly 7 minutes ago||
My day job has a Claude account, but for personal projects, I have been playing with different models and environments on my home server. My current setup is Qwen 3.8 Flash Next, Strata, and OpenCode/OpenChamber.

I already had a bunch of my projects on the server with with code-server (VS code in a browser) set up to access it, so switching between code-server and OpenChamber is just switching tabs.

However, I've mostly been managing it from my phone - the OpenChamber app is awesome. I still switch back to my laptop occasionally - it's a better interface for reading and writing code, and also the desktop OpenChamber app has a built-in browser that it can manage, which comes in handy.

Oh, and separate from all that, I have Facebook muse set to automatically lower prices on a couple things I have on FB marketplace.

SkidVis 9 minutes ago||
1) Claude ($100) and ChatGPT ($20)

2) No.

3) I mainly use Claude as my main, Pi (with ChatGPT) for any automations. I manage them all with herdr. I cd into a path, kick off a claude/codex/pi session, then kill the session and manage it from anywhere with iceghost. (https://github.com/sharkjets/iceghost)

4) Negative.

5) I tried openclaw but found it a waste of my already scarce tokens. :D I build my own runners when I need a loop or cron-based automation.

eamonnsullivan 1 hour ago||
I'm (somewhat unexpectedly) retiring [1] soon and need to come up with an affordable setup for when I no longer have an organisation paying for my tokens. I use Github Copilot through work, which is actually not bad, but the affordable personal subscription doesn't include many of the models I like to use. I tried Claude, Codex, DeepSeek, and a few others. I think I'm settling on the following:

1. OpenCode Console (I think this used to be called Zen). It's a pay-as-you-go system, but I get access to almost any model at open market rates. I'll then set up an affordable regular monthly top-up. I looked at OpenCode Go, but that had the same issue as Copilot: access to only a subset of the cheaper models. 2. I use the OpenCode TUI and desktop app sometimes, for general questions or exploring, but I mostly use Editor Code Assistant [2] with Emacs as my go-to harness. I've set up ECA to use OpenCode as a provider, which was a little fiddly compared with more mainstream options, but it's working now.

My needs will (probably) be light in retirement, but I like to use models to add features to Emacs, write scripts, work on a couple of small websites and maybe dabble in progressive web apps or mobile apps for a food bank I help run. This setup gives me flexibility (lots of models to try) and won't break the bank, I hope.

[1] https://eamonnsullivan.co.uk/posts/2026-10-20-retirement/ [2] https://eca.dev/

Maxpowerfreak 36 minutes ago||
On the subject of OpenCode Go, I believe OpenCode lets you switch between Go models and normal models on the fly. You could choose to go for a Go sub to use DeepSeek 4.1 flash at its subsidized subscription price until you hit the cap if you'd like to save some extra money. The 10$ sub gets me quite a bit of distance for hobby work, though might run out for you if you program for longer periods.

At the very least, you can benefit from the subsidized prices for smaller models as implementers, and use other subs or Zen/Console to access stronger models for planning and reviews. Something to consider at least, there are definitely ways to min/max of you're looking to squeeze extra value out.

sam345 33 minutes ago||
I'm getting a ton done with Sonnet 5.5 basic Claude subscription.. It seems a lot people are overpaying on their subscription. Sonnet is what anthropic recommends for most things. I also added a cursor subscription before they raise prices to $16 a month on annual plan for the year. I do hours a day on Claude on medium effort and I have rarely hit any limits. I use opus 5.5 as an advisor. I am doing websites, and automation between different systems. Works great.
hsuduebc2 25 minutes ago||
People, (me included) absolutely are using more powerful models than they need to. The amount of work that Luna can successfully and cheaply deliver is ridiculous.
thefourthchime 21 hours ago||
It used to be more interesting and elaborate, switching between different models. I used to use Cursor, then Codex, but since Opus 5.5 came out, I just use the Claude IDE. I got rid of all my skills and just set it to medium. Then I vaguely talk to it about very high-end things that I want, and it comes back with magic. Rinse and repeat.

I'd say the biggest trick is just to tell it what complete looks like. Be very specific about what you want it to come back with once it's done. That gives it a good idea what the goal is. It'll automatically create subagents and all that stuff. Although if you have money to burn and you're doing something large, you can tell it to just go wide or boil the ocean.

Also, make sure you're working on at least five different things. Otherwise, you're sitting around for one agent.

fhub 13 hours ago||
I can do 5 things concurrently for about a day max. 3 things concurrently all week and my weekends are spent untangling my brain. 3 things per day on Mondays and Tuesdays and 2 things per day concurrently on Wed-Fri and I feel ok but crave holidays.
thefourthchime 12 hours ago|||
I probably have some kind of pysccosis. I've had a personal $200 plan from one of the AI providers since March 2026. I'm never not making things now, I haven't rebooted my laptop for weeks because there is always an agent building something.

I cycle between 4-5 work projects and 2-3 personal projects. Every night I tell me agents I'll be going to bed and to not ask questions and keep going. I've always loved building things, but this feels more like an addiction than healthy sometimes.

They're not all done, and half the projects I bench, but this is where my personal projects live. https://wooten-labs.com

networkbug 2 hours ago|||
not gonna lie, you don't need to be doing these projects. they're not really worth it. instead of building an app to help you meet up with your friends somewhere central just go meet up with them and explore together.
senordevnyc 1 hour ago||
Eww, gross. Don't be rude.
gausswho 52 minutes ago||||
I like your landing page for Stealthbox. Playful and stylistically distinct. Wears its AI generated origins with casual pride.

I do wish the Github link wasn't borked.

abhishekbasu 4 hours ago||||
love the website, but quality control is important when working with these agents.

ex. i tried cool walk (https://wooten-labs.com/coolwalk) and the 'Download on the App Store' does nothing at all.

themoose8 1 hour ago||||
They look like awesome apps*, as long as you're balancing your time by using them (they're outdoorsy and social!) I'd say you're doing fine. Take some extended time off if you need!

*unfortunately I'm android

bkaae 12 minutes ago||||
I hope you are doing okay bud, sounds like you are doing too much.
coffeesoda 5 hours ago||||
respect. this is how i've been working the last 4 months or so. it's a bit crazy making and i do think i'm enjoying things less because i'm preoccupied, but i sure do feel productive. lol.
abrookewood 9 hours ago||||
Nice website :)
glennfiedler 9 hours ago||||
> I probably have some kind of pysccosis

No you don’t. You are doing everything right :)

pavas 6 hours ago||||
Honestly it does sound like an addiction. Touch some grass...
orbis-tertius 5 hours ago|||
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biggestriverman 4 hours ago|||
I had the same issue. What you need in a management system for your claude sessions.
bartread 35 minutes ago|||
> I got rid of all my skills and just set it to medium.

Yeah, exactly. I find increasingly little use for skills. I'd put it down to switching projects and stacks a lot but maybe... they just aren't as useful any more?

parkersweb 29 minutes ago||
I wasn’t really using skills but then our project management tool added an MCP so I made a skill for grabbing tickets from the backlog, creating worktrees with the right naming convention, and moving ticket states for me automatically.

At the same time when I’m exploring new feature requests I now use the skill to write up the requirements and estimates into as many tickets as needed.

Massively changed my workflow for me.

sparklingmango 21 hours ago|||
I firmly believe that those using out-of-the-box Claude Code or Codex are likely getting the most cutting edge features of agents anyways.
2001zhaozhao 12 hours ago|||
Yep, Claude & Codex desktop are innovating extremely rapidly. Some of the features like code review are hidden under commands, but basically obsolete whole heaps of AI code review startups when you use them.
smashed 9 hours ago||
I just ask Claude code to do a code review of PR X and it spawns a sub-agent. No hidden commands or anything special.

If I hint it might be security sensitive code, it bumps the effort level and burns my usage.

But it works quite well.

The findings are often debatable or unreachable states but it does find stuff and improves the overall quality I find.

What's funny though is that it almost always inevitably finds something wrong, even if you just ran it in another window and fixed everything it found. There is really a point of diminishing returns.

0x4e 11 hours ago|||
I’m a user of both and don’t really see the need to go anywhere else. It all just sounds like mumbo jumbo.

As a solopreneur of a boring SMB.

I still do coding and build my own tools but I don’t see the need for agent swarms or Muse or Grok Bot or any of that.

The reason why I stay away is because I like to do QA on the slop these things generate. Having them run amok just makes me nervous.

nimchimpsky 6 hours ago||
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bluerooibos 7 hours ago|||
> Claude IDE

Claude Desktop's UI seems pretty similar to Cursor now, almost. I'm still on Cursor but if I use it daily I often hit usage limits before the end of the month. Would you say using Claude directly is better bang for buck?

senordevnyc 1 hour ago||
I switched from Cursor to Claude Code (via T3.codes) because I was running out of usage on Grok 4.7. I regret not making the switch sooner, Opus 5.5 is much better than Grok, and Grok is decent!
onion2k 5 hours ago|||
Same journey for me, although I still use skills. Claude Code is fine; the remote-control feature is why I stick with it now. Generally anything in the cloud doesn't have a proper GPU that supports WebGPU, and as nice as SwiftShader is often you want to actually run things on a real machine. remote-control is by far the easiest way to do that from my phone.
persavon 20 hours ago||
What do you mean by Claude IDE?
thefourthchime 19 hours ago|||
Claude Code Desktop. https://code.claude.com/docs/en/desktop
neuronexmachina 13 hours ago||
Yeah, I used to hate the Claude desktop app's Code tab, but it's actually pretty good nowadays. I actually prefer it now over claude CLI.
iainmerrick 4 hours ago|||
I use Claude Code Web almost exclusively for personal projects -- I’m guessing that’s pretty much the same interface but in the cloud -- and hardly ever run anything locally. Nicer UI than a terminal, real sandboxing, and it doesn’t tie up my computer. It’s just a remote agent that can make GitHub PRs.
OJFord 3 hours ago||
But even worse for private stuff than using cloud inference to begin with, since it presumably has to clone the repo, have write & Actions access back, etc.
iainmerrick 2 hours ago||
It's bad if you're concerned about your data being used for training, sure. But I don't think any worse than e.g. running Claude or Codex locally.

I think the only solution there is self-hosted inference (either local, or on your own cloud servers with open weights).

thefourthchime 12 hours ago|||
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yuppiepuppie 20 hours ago|||
Yeah I was thrown off by that as well. I assume they mean just Claude TUI..
sabas123 20 hours ago||
I have a similar story as OP, for me its the Claude Desktop, not claude code.
tomburgs 2 hours ago||
1.) None anymore. They're all turning into increasingly poor value for (my) money. I need AI on my own schedule and don't want to be paying for compute I don't need and end up waiting for limits to reset when I do need it. If I was to use one though it'd probably be Opencode Go.

2.) Yes, I'm currently using OpenRouter. It's good for quickly switching around and trying different models, but I currently have it constrained to just 3 models and 1 provider. Truthfully I could just use that provider directly, but I like retaining some flexibility.

3.) I've been using OpenCode for over a year. I think it's an incredible tool and its wide support is a massive boon. It's really easy to pull in skills, tag the skills, and switch providers. Their more recent changes turning the CLI into more of a GUI has been quite annoying (wdym I have to tap an X in my CLI to close a tab), but not enough for me to (yet) look elsewhere.

4.) Nope, no idea what those are but thanks for teaching me about something new.

5.) In EU (DK) so we don't get access to Dots or Muse like everyone else. I have used Grok Bot and I really like it. It's super helpful and I'm using it as a personal assistant. I delegate tasks to it that I just can't be bothered doing manually or can't figure out easily (e.g using some accounting tools, figuring out cryptic documentation, etc.). I've also used Hermes Agent, but I didn't like it as much. It's great intent but the UI/UX is really not it. It looks like it was taken out of a 90s hacker movie and I'm sure some people like it, but I prefer tools that look polished and focused. I might switch back to it though if something was to happen to Grok Bot.

P.S the models I primarily use are DeepSeek V4.1 Flash 1017 and GLM 5.3 Flash. If you use skills to their full potential they feel SotA to me (my reference point for SotA being OpenAI models we use at work, since we have an enterprise agreement).

totalhack 20 minutes ago||
I use the Local harness in vs code with a GitHub copilot max plan. Gives access to the best models from OpenAI and Anthropic (I use 6.1 sol, Astra, and opus 5.5 for most things). The Local harness has granular keep/undo and nice interface in general for reviewing changes, which is important for mission critical code. Unfortunately the copilot team is trying to force the less capable, more YOLO-mode "copilot" harness on people going forward. The community is somewhat getting them to walk that back but they seem to be missing the mark on what differentiates their product until people complain.

I also use chatgpt desktop for some tasks through a chatgpt teams/business plan. I briefly tried to set up codex cloud and it was a mess, not following startup instructions so I gave up.

ryanthedev 17 minutes ago||
1: personal ultra and I have subs through each company I consult with. I also have subs to all other models as well. Cheaper tiers. Daily is opus. Use other models for other work.

2: only some decision models for testing. Experimentation.

3: herdr and all cli.

4: all custom built. Yes.

5: yes my own. - personal assistant.

An example. I can feed it shorts and create one pagers.

My workflow has changed since the 5.5 models dropped. They need less skills and guardrails.

I can set up my orchestrator to run unattended for longer with simpler goals.

tegeek 25 minutes ago|
I've Kiro and Antigravity installed both are vs code but forked by Amazon and Google and brought their multi agentic coding environments. Then I installed Claude extention on both. I follow spec-driven approach (https://kiro.dev/docs/specs/) all agents are instructed to follow it strictly. When I plan sometimes I evalute all specs with Kiro, Gemini and Cluade. Each has their share of work and improvements, each spec in my case end up as requirments, design and tasks.md files. Most of the code is generated by Claude and Gemini Argon and its pretty solid.
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