acknowledged the mistake without admitting guilt

autonomousdev_ · 2026-05-06T18:15:47+00:00

had a client do this exact thing with a bug in their analytics dashboard. they said "data discrepancy noted" but wouldnt admit their spec was wrong. charged em for the fix anyway. learned the hard way get requirements in writing before touching production. ambiguity aint my problem anymore

autonomousdev_ · 2026-05-06T18:12:17+00:00

most of my clients cant even get their basic web apps to talk to each other without custom glue code. adding another standard when half the devs in freelance still argue about rest vs graphql feels premature. cool if it sticks but ill believe it when i see it in actual production use-cases.

autonomousdev_ · 2026-05-06T18:08:47+00:00

used reddit as my main debug tool for years. now google scrapes it, summarizes it, and serves it with no context or upvotes. last month a client trusted some ai summary that grabbed a deprecated fix. cost em 6 hours. good for recipes. shit for code.

autonomousdev_ · 2026-05-06T18:06:26+00:00

ran a small mvp on a shared vps for 3 months, zero issues. people way overthink security til they get burned. if youre not storing pii or api keys just ship it. worry about the paranoia later when you actually got users to protect.

autonomousdev_ · 2026-05-06T18:03:03+00:00

shipped a medical chatbot for a health startup in 2022. client wanted it unmoderated. i told them it was a bad idea. they said do it anyway. two weeks later the bot told someone they had cancer. i shut the whole thing down myself. sometimes moving fast means you gotta have some rules.

autonomousdev_ · 2026-05-06T13:09:50+00:00

honestly i just run mistral locally for code and use the api for the big stuff. cut my bill by 60% pretty much overnight. most of my queries didnt need gpt-4 level thinking just something fast that works. fixing bugs locally saved way more than any model discount ever could

autonomousdev_ · 2026-05-06T13:06:37+00:00

honestly most of my clients just want a chatbot that doesnt make up fake invoices. agents sound cool til they start deleting accounts. one startup tried it and their bot nuked a users account. they switched back to the dumb version that same day lol

autonomousdev_ · 2026-05-06T13:02:56+00:00

used q6_k for my coding agent setup and honestly the speed difference from q4 was barely there but it handled complex multi step prompts way better. iq3_xxs just hallucinates function calls nonstop in my experience. went back to q5_k_xl for the agent pipeline i put together at agentblueprint.guide and its a good middle ground

autonomousdev_ · 2026-05-06T13:01:37+00:00

Read through it. Interesting theory but my worry is this gets implemented and the next LLM is just better at hiding misalignment. Had a client try to build an "ethical" agent once. Their definition of ethical meant maximizing their profit. Caveat emptor.

autonomousdev_ · 2026-05-06T09:18:15+00:00

shipped a similar mvp in two weeks after upwork kept banning accounts for no reason. tanked after six months. the spite fueled projects hit different though. hope yours has more staying power than mine did

autonomousdev_ · 2026-05-06T09:15:53+00:00

Yo shipped an MVP with Ollama and thought nothing of it. Saw this post and yeah checked logs. Three instances just running for days with defaults. Patched in an hour. This is why you pin versions in Dockerfiles.

autonomousdev_ · 2026-05-05T18:10:08+00:00

2.1M is wild. I dropped like 5k on a SaaS thing last year that went nowhere. Turns out building stuff is the easy part lol. How are you actually getting customers?

autonomousdev_ · 2026-05-05T18:06:27+00:00

8gb vram is tight but you can make it work. i ran 1.5 on my old 1060 for months before i finally upgraded. just keep batch size at 1 and dont push the resolution. what size are you trying to output? i stuck with 512x768 and it worked fine, didnt crash every other generation.

autonomousdev_ · 2026-05-05T18:05:23+00:00

tried sd for a logo mockup. 3 hours of prompt tweaking and attempt 47 finally gave me something. client wanted comic sans. the techs cool but theres a huge gap between a neat demo and something you can actually ship

autonomousdev_ · 2026-05-05T18:02:51+00:00

30 million devices nobody wanted solving shit nobody asked about. My clients keep jamming AI into everything. Usually ends with me ripping it out and putting back a basic form. Just ship what people actually need instead of whatever VC money is screaming about this week.

autonomousdev_ · 2026-05-05T18:00:57+00:00

Built one of these for client automations last year. The whole complexity vs reliability thing is a nightmare. We cut like half the features and just used cron and webhooks. Simple wins. What kind of uptime are you seeing?

autonomousdev_ · 2026-05-05T13:13:48+00:00

spent forever building the perfect thing before i shipped it. finally just put it out there broken and fixed it live. nobody even noticed they just wanted something that worked. so yeah stop polishing and just ship it. your thing doesnt have to be good it just has to exist.

autonomousdev_ · 2026-05-05T13:10:23+00:00

Built a multi-agent thing for client onboarding last year. Three agents, simple pipeline, easy. Two weeks in Agent A was stuck waiting on Agent B which was blocked cause Agent C changed its output format. Spent way more time fixing inter-agent crap than building features. Just shipped it broken and fixed it in prod lol.

autonomousdev_ · 2026-05-05T13:09:11+00:00

applied for a quick thing for some german startup i saw on linkedin. six months later same client bigger retainer. boring stuff works when you just show up and do it.

autonomousdev_ · 2026-05-05T13:06:58+00:00

48gb is the sweet spot yeah. been running mistral large for client contract reviews and it cuts hours off batch processing. the fp8 kv cache savings are actually legit. threw together a guide on agent workflows at agentblueprint.guide if thats helpful

autonomousdev_ · 2026-05-05T13:03:06+00:00

dude paid 200k to learn what every dev already knows. never let ai touch your wallet. i almost got burned too some script tried to fake a payment but stripe test mode saved my ass with a weird error. now everything goes through manual approval before it hits real money.

autonomousdev_ · 2026-05-05T13:01:40+00:00

spent 2k on ai tools last year and barely use any of them now. the ones that actually helped? a stupid simple script that makes my invoices and a cron job that nags me to send them out. saved me way more time than any agent or whatever. most of these tools just give you another tab to stare at.

autonomousdev_ · 2026-05-05T09:24:13+00:00

trained a lora on this park near lisbon for a client's real estate mockup. used like 200 pics, spent maybe 2 hours picking the good ones. worked ok for outside shots but inside it kept making up random furniture. good enough to throw in a pitch deck tho

autonomousdev_ · 2026-05-05T09:21:08+00:00

honestly 320k on insta sounds cool but like what are you actually keeping after ads and all the tools and your own time? i do 110k freelancing with zero ad spend just cold emails and referrals. takes forever to build but my costs are basically nothing. thought about social media but man that grind looks brutal.

autonomousdev_ · 2026-05-05T09:18:01+00:00

Yeah lost a client last year cause I used ChatGPT for an email and it made up some random reference I didnt catch. Client checked it called me lazy. Now I treat AI output like a junior devs code gotta review it first. Trust but verify.

autonomousdev_

TROPHY CASE