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AI coding at home without going broke

stephen.bochinski.dev

161–170 of 321 posts

Re: AI coding at home without going broke

#161
post #150

Earlier quoted context omitted.

You forgot to mention that it takes a lot more energy to train that human before they're able to work.

The human in the scenario is on regardless. One has to assume. But I also think this sentence you typed is essentially a single line horror story and we should consider whether it is ever appropriate to say it out loud.

[deleted]

Re: AI coding at home without going broke

#162

Earlier quoted context omitted.

YMMV but automations eat through the $100-$200 plans, which burn thousands in tokens alone. I have hourly automations for root cause analysis on customer support issues, daily automations for eg log analysis, weekly & monthly automations for KPI tracking & actioning. I will say, when I was building side projects that were 1) fairly well defined in scope and 2) without users/need for automations it was much easier to…

Most of it doesn't require AI. You could generate automation scripts that do that, except of customer support. People became dependent on AI in places where it never was required and now tech bros are doing the squeeze.

The sweet spot is using AI to create those automation scripts, and only hooking AI up to do the high level analysis, and then have it delegate to those scripts.

Re: AI coding at home without going broke

#163
post #78
post #2

I find just going via Deepseek's platform API directly, using their V4 flash model, and hooking into a harness like Opencode more than acceptable. Think I've spent maybe $10 over a couple of weeks. I did explore self-hosting models but hardware right now is just too expensive.

Directly at DeepSeek? It was my understanding (but I didn't check) that some other AI operators were providing (some of?) DeepSeek's model for cheaper prices. Still, that's interesting. What do you get for that price? Only coding, or also e.g. image generation?

Footprint's comment is correct. I go directly to Deepseek's platform API which they linked. There's no image generation but you get access to Deepseek V4 Flash and Deepseek V4 Pro, both of which are very capable for general text based tasks and programming. Flash is insanely cheap for how good it is ($0.14 per 1M input tokens vs $15 with Claude 4.7). V4 Pro I would put somewhere in the range of 80 to 90% as good as Opus 4.6 (based just on anecdotal usage - I use Opus 4.6 heavily at work as my company pays for it) while again being significantly cheaper. According to a benchmark[1] I read, processing 1million tokens would cost you $250 for Opus 4.7, $300 on GPT5.5... and just $35 on V4 Pro.

I just use it for my side-project coding and brainstorming tasks. At work I use AWS's Kiro CLI + Opus 4.6. At home I use Opencode + V4 Flash for the majority of "general" usage. I swap to V4 Pro for complex tasks if I feel like V4 Flash is struggling.

One other thing I highly like about the platform.deepseek API usage is it's a metered setup - not subscription based. Which means you only pay for what you use (the money that you put in doesn't expire) and can't spend more than you've deposited. This works well for me for my non-work coding because it generally happens in bursts. I may not code for a whole month (and therefore if I had a subscription it would have been wasted) and then spend a whole weekend coding nonstop.

It's entirely possible that there are middle-man providers that give a discount on Deepseek's own pricing, but I'm quite happy with the amount I'm paying so I haven't really looked into it.

[1]: https://lushbinary.com/blog/deepseek-v4-vs-claude-opus-4-7-v...

Re: AI coding at home without going broke

#164

I feel like I must have plateued and don't know what to do next to level up. I'm currently on the $100/month codex plan and it seems fine using 5.5-xhigh all the time. I think of what to do next, have a chat session to determine exactly what to ask for up to the point of being ready to implement, and then codex churns on a commit-sized task whereupon I briefly check it on my local dev server. If necessary I ask for a…

>I feel like I must have plateued and don't know what to do next to level up.

Why do you need to "level up"? To have it shit out slop faster?

Just use it rationally for what you need to do.

Re: AI coding at home without going broke

#165
post #48

Earlier quoted context omitted.

Luckily I needed a new laptop and I bought an M1 Max secondhand from a friend quite cheaply because it was fast enough to recompile something else I am interested in. So for me, there is no additional hardware cost; it was acquired in replacement. I run the AI models at home on this kit because I want to; I'll use openrouter if I need to. I accept the economics of this article are right. But I feel so incredibly sad…

You sound awesome. Just venting? (b/c curious if friends can fill your heart abundantly, & we know we're never too old to make new friends!) > dreading Even avoiding political headlines (OK, at least articles), plenty of cause for dread, so I keep re-focusing to avoid despair. Easier said than done innit! Can't kill my hope for the future though. One day, all the good stuff shall prevail (morality, intelligence, love…

I must say I am not quite just venting. I have been struggling severely with burnout for a couple of years and as I work to fix it by myself ultimately, and get back who I was, the awful thing is finding out that the industry is so utterly and completely different anyway.

So in my fight back I decided that I needed to re-centre myself; learn how these tools can help me personally return to productivity, try to get that deep self-teaching back, reanimate myself consistent with my principles, learn and make things. Take it head on without losing who I was.

I haven’t been a “big projects” developer since the dot com era (when I worked on some pretty cutting edge things). I have been a small projects developer: building things that matter for small businesses and schools, supporting designers, teaching people stuff along the way. I have been productive, I have very diverse skills and I have been valued.

What I have come back to is an industry that has abandoned craft principles or discussions about developer discipline, code quality, efficiency, robustness, resilience, etc., and fully organised itself into a headlong rush towards a kind of nihilistic Metropolis machine-cranking.

And because I am a freelancer (more of a contractor in practice), my competition is already the machine itself. I am one of those developers who is eliminated in the last sentence of the article. I am not needed on big projects and in many small jobs — the kind a burned out small business developer needs to get back to work — I will never be needed again.

It is very odd, trying to learn how to understand the tools that others are using to make you irrelevant.

And when all your friends are obsessed with AI, either clients desperate to use it or friends (in the creative culture I am surrounded by away from work) angry and resentful of it, I find I have just nobody to talk this through with.

In many ways I would rather not have returned to actively using HN (because articles and despair, and because being by oneself it’s possible to get drawn into online arguments) but in recent months I have noticed in the comments that perhaps this is the only place where these discussions among “craft” developers are happening at all.

I am over fifty and safe financially, and if my last day were for some horrible reason out of my control to be tomorrow, that’s OK; I have enjoyed my life and on good days I do still enjoy it. I have friends who I see when I can get myself out of the house, I have distractions I can enjoy, all that.

I am now much more troubled by what it is going to be like to continue to live it. I struggle every day to see where I have value, especially as burnout has left me with less energy to spend.

Like I say, I am safe and very aware I have been blessed; it’s not a cry for help. But I think a lot of us who found value in our work wonder what the fuck we can do to keep ourselves alive the way we were.

ETA: holy shit that was an essay.

Re: AI coding at home without going broke

#166

Earlier quoted context omitted.

I'll add another use case for letting an AI go ham: many small, atomic refactors where the name of the game is never breaking anything. My personal OSS projects don't have the scale to necessarily make this worth it, but at work I run three pipelines using Barnum ( https://barnum-circus.github.io/ ). First, one that ingests files, identifies refactors (from a pre-approved list), and places a precise description of th…

I recently in $COMPANY had a coworker try fable to do a refactor where not breaking anything was the game. It broke something at the first PR. I think we’re not there yet.

I've found that adding "Make no mistakes." to my prompt usually helps with this kind of problem...

Re: AI coding at home without going broke

#167
post #124
post #117

Earlier quoted context omitted.

Solar panels are free and never break and have an unlimited life expectancy?

Solar panel breakage doesn't depend on a graphics card.

Solar power is not free.

You can decide to not fix the panel that was being used to power a GPU.

Or you could sell the power back.

Or you could put it in a battery bank for when the sun is down.

Or, if none of those are the case and you just have excess power that's useless for anything but a GPU, then you prepaid for the GPU.

I love that we have solar panels, but we weren't gifted them. Using power has a cost.

Re: AI coding at home without going broke

#168

I feel like I must have plateued and don't know what to do next to level up. I'm currently on the $100/month codex plan and it seems fine using 5.5-xhigh all the time. I think of what to do next, have a chat session to determine exactly what to ask for up to the point of being ready to implement, and then codex churns on a commit-sized task whereupon I briefly check it on my local dev server. If necessary I ask for a…

I usually hit the limit when I am frustrated and I don’t want to understand what the problem is.

I am an engineer, and when I understand what’s going on, I never hit any limit.

Re: AI coding at home without going broke

#169
post #100

I feel like I must have plateued and don't know what to do next to level up. I'm currently on the $100/month codex plan and it seems fine using 5.5-xhigh all the time. I think of what to do next, have a chat session to determine exactly what to ask for up to the point of being ready to implement, and then codex churns on a commit-sized task whereupon I briefly check it on my local dev server. If necessary I ask for a…

I have downgraded my Claude to the $20 one, and basically only use it for the web chat right now. For coding, I use DeepSeek @API Rates configured in Claude Code. I have spent around $4.8 for 320,000,000 tokens. I always felt like i was not using Claude plan, that i had to have the LLM working on something all the time to justify the price. Now with DeepSeek i don't think about it anymore. I don't feel bad when not u…

Gemini changed their rate limits recently and I find the free plan is sufficient for any 'hard' problems that DeepSeek might have trouble with. The combination of the two has reduced my AI spend to $5/month. I agree that it's nice not to have to worry about maxing out your subscription - I'm not doing personal projects 24/7.

Re: AI coding at home without going broke

#170
post #86

Earlier quoted context omitted.

Yeah, I agree. I've been consistently getting about $1,000/month of value out of the $100/month subscription for OpenAI, and about the same for Anthropic.

Sorry to be that guy. I think the more precise wording would be that you get tokens which would cost $1,000/month at API pricing. Maybe (depending on the profit margin of the API pricing) you incur costs somewhere close to $1,000/month. And maybe your usage is subsidized by 900$/month. The value you get out of it is a whole other question. One that according to recent news, CFOs find hard to esitimate.

Ask a CFO to estimate the value of microservices, or agile, or free snacks in the office, and you'll get much the same answer from them.
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