sebringj
sebringj on Hacker News
ya if this is real this is magnitudes better than anything else out there, it honestly feels like it can't be real because its too real, i would be 100% fooled and never even question it wasn't a real person, i was more worried because of that, in that no one would be able to tell and you could have very engaging / emotional conversations that chatgpt/grok/claude etc can't even come close to
i saw that and thought the death knell of apps is coming soon as on demand interfaces become a norm
Our brains take time to ingest things and learn and using an AI tool to make decisions when taking in vast inputs of data requires then an overview of those decisions and understanding to some degree of care. If you don't take the time to go over these decisions and understand them and weigh them and course correct as needed, then you are offloading too much. You will become this approver buffer in between claude and nothing more if you don't have this methodical checking and understanding.
What is frightening is with something like neuralink that in a future hypothetical time would have very fast capability to keep informed and advised, you could be a zombie decision maker and nobody would really be able to tell. Even when you were pressed to why you made the decision, it's just another AI response, it's like a con artist or imposter dream scenario.
I noticed that atm, before these crazy hypotheticals potentially happen, the people that seem to take the time to understand things deeper are still way more valuable than those that just use tools more than not. Its obvious atm due to the lag in time and the way people respond in meetings, at least for now. :)
with coding, you have sort of a framework for doing it right, if you have good specs, good testing practices, strict grounding in expected results deterministically, good linting, etc... this is much easier to automate with AI for the coding part within that assuming you did your homework around it... i don't have experience with all the business layers but it seems a bit more nuanced and fuzzy as you get away from that "harness" of sorts as it doesn't have to work in the same way as code for execution and evaluation... and even if code works, it still needs tastemakers in the final ok. maybe the taste maker ability still needs a lot of work/scale to be feasible, idk, like its still earlier than later on that. maybe Elon already cracked this to an extent given his automation in various companies.
i see this and think about Suno's playbook where this could go... survival of the fittest rules the boards where you have user-generated-dynamic video games, not just static ones where design is fixed, the design will be adaptive... based off several prompt input boxes for various things and adhoc while playing, higher tier design boards and the like, this is all going toward user-gen commercial / vanity / personal enjoyment.
so was I then I got the job... i think it's innovative because bots are just filling these out anyway, being mad at a tech company for building tech, that's like calling the kettle well a kettle.
I do too care about this but I say this in the reality in which we are. This reminds me of those signs "no shirt, no shoes, no service" except it's much worse, only sentient beings will actually care about it, while non-sentients will simply trample over the sign while token predicted laughter erupts from their token predicted sense of humor artifact.
Elon said it well, there must be some disincentive to do this.
Isn't this more about identity crisis? Not in the psychological sense but in the internet sense? Who is real who isn't? Crypto proof of work idk? Your profile like d LinkedIn or Hacker News or something gives your clawbot x credits worth of legit automated queries or rate limits on your behalf? It could be flipped upside down where we don't spend our eyes off on reading websites anymore, it just goes and gets it for us but I may be hallucinating.
i get it but what else do you call it right now? its like a full stack dev that builds chatbots with apis and streaming and context fixes, it's a confusing term because it hints at ML core but then you see what they want and there is no model training/inference usually involved. Maybe "AI Fullstack?" idk either but I literally have been doing this over the last 2 years but ya ended up doing model training/inference too but the IMO obtuse leadership didn't want it.
Posted by
sebringj on Sunday February 22, 2026 @12:49PM
from the self-post dept.
i do not submit things to hacker news unless its related to my favorite tool ever, literally, that i happened to have made. i made this out of being super lazy and wanted my copilot (works in all ai editors) to run my UI while its coding and validate it at the same time by using the apps. i don't know how to contain how good this is for me to use other than putting it here for people to look...
Posted by
sebringj on Monday February 16, 2026 @10:32AM
from the self-post dept.
Built something small to stop the endless "it works on my machine" loop with AI assistants.Autonomo lets your AI actually see the app state, drive UI elements across devices, and verify changes in real time—right from your copilot or cursor etc. No more blind code suggestions.If you're tired of AIs that talk big but can't prove it on real hardware, give it a spin and let the AI take the wheel...
so I made this and frankly i was in shock that it worked so well, so i decided to make it plugable as an MCP, i have used this approach for 3 projects now and I frankly can't live without it. I hope other people find it useful but ya you never know. Coding in a vacuum isn't useful so lmk what you think if you try it out etc.
Posted by
sebringj on Saturday February 14, 2026 @12:52PM
from the sebringj.github.io dept.
Posted by
sebringj on Friday February 13, 2026 @10:21AM
from the self-post dept.
When you address your own problem and it works really well, that is when you go ok this actually could help other people.My issue started as taking on a side project sports league app and web as it was insane to attempt as a solo dev – all-in-one sports community with social feed, league mgmt, live broadcasting, payouts for trainers/refs, travel/venue bookings, waze type live field conditions,...
ah gotcha... i was picturing like this massive web page that was dog slow that you just like made mad fast... but that's cool though. I'll run it.
I built autonomo on github, it's this mcp you plugin to your whatever ai editor and it drives the app/web/desktop whatever thing and validates it actually runs and works... keep building homie!
this looks neat and reminds me of "Ferrari" for fast and combines "react" so it's a great name. Was there a specific use case for this that inspired you? I would imagine some massive existing heavy thing that you plugged in to fix to save it? I just put my open source thing out so it's nice to see some traction on yours, rooting for you.
idk, i'm loving the newness of all of it, I feel more empowered than ever before, like it's my time. Before startups would take like a year to get going, now it's like a month or so. It's exciting and scary, we have no idea where it's going. Not boring at all. I was getting bored as shit and bam, now i can dream up shit quick and have it validated to, ya i figured that out with an MCP so ya this is my jam. Program MCPs and speed it up!!!!!!
ya, for real, my boss was like let's do e2e testing with AI, look for solutions out there... then like 2 days later he's like wtf is this bill, and i was like you wanted that right? Was using vision calls in azure foundry and was like over 100 bucks or something just in 2 days of me setting it up and trying it out with all the test cases it had.
Posted by
sebringj on Tuesday February 10, 2026 @12:22PM
from the self-post dept.
AI agents (Cursor, Claude computer-use, Copilot agent mode, etc.) have gotten stupidly good at spitting out code. Prompt → boom, clean code. The marketing says "it just works."It fucking doesn't.You run it in a real app and immediately hit the same bullshit wall every time:
- Hallucinated logic only reveals itself under real data or edge cases
- UI updates magically forget to sync across...
Hey HN,
Tried posting this yesterday evening but timing was off and it got buried quickly (4 points, no comments). Reposting now during peak hours.
I built Autonomo MCP because AI coding agents (Cursor, Claude, etc.) are great at generating code but terrible at actually running and validating it in real apps. They hallucinate, rely on slow screenshots, or break on multi-device flows.
Autonomo MCP gives agents a fast (~50ms), structured JSON view of app state (semantic UI IDs, network calls, errors, logs) across web + iOS + Android + desktop simultaneously. Local-first, MCP-integrated, no cloud leaks.
- Swap vision bloat for tiny tokens - Cross-device validation (e.g. tap mobile → see web update) - Early stage, just launched: https://github.com/sebringj/autonomo
Would love feedback: Does this solve a pain point for anyone building agentic dev tools? What platforms/workflows would you want next? (Android/Kotlin and C#/.NET are on the TODO list.)
Thanks for any stars, comments, or tries!
– Jason
Posted by
sebringj on Tuesday February 10, 2026 @10:12AM
from the show-hn dept.
Hey HN,
I built Autonomo MCP because AI coding agents (Cursor, Claude, etc.) are great at generating code but terrible at actually running and validating it in real apps. They hallucinate, rely on slow screenshots, or break on multi-device flows.
Autonomo MCP gives agents a fast (~50ms), structured JSON view of app state (semantic UI IDs, network calls, errors, logs) across web + iOS + Android + desktop simultaneously. Local-first, MCP-integrated, no cloud leaks.
- Swap vision bloat for tiny tokens
- Cross-device validation (e.g. tap mobile → see web update)
- Early stage, just launched: https://github.com/sebringj/autonomo
Would love feedback: Does this solve a pain point for anyone building agentic dev tools? What platforms/workflows would you want next? (Android/Kotlin and C#/.NET are on the TODO list.)
Thanks for any stars, comments, or tries!
– Jason
Posted by
sebringj on Monday February 09, 2026 @05:28PM
from the show-hn dept.
Congrats Tom. I wonder if a particular model could be used as a baseline for these values or if they are already doing that to check first level prior to a human in the loop? I myself have been using AI for this purpose and have found it getting pretty good. I know its not a replacement for thoughtful moderation however, a tailored model for HN would also promote the tradition of HN in terms of having it not just be about who is there and have it more trained on its best practices to promote consistency, possibly as an aid.
What struck me was the interruptions to the AI speaking which seemed commonplace by the team members in the demo. We will quickly get used to doing this to AIs and we will probably be talking to AIs a lot throughout the day as time progresses I would imagine. We will be trained by AIs to be rude and impatient I think.
Currently, what I get out from it is a good quick overview with some hallucinations. You have to actually know what you're doing to check the code. However, this is a fast moving target and will in no time be doing that part as well. I think stepping back and thinking maybe this thing is just giving us more and more agency and what can we do with that? We need to adapt to not constrain ourselves to just being programmers. We are humans with agency and if we can adapt to this, we can be more and more powerful having our technical insight that we've gained over the years to do some really cool things. I have a startup and with ChatGPT I've managed to do all parts of the stack with confidence and used it for all sorts of business related things outside of coding that have really helped move the business forward quickly.
IMO Web Components generally suck in developer experience but are good for bridging different js projects or web frameworks as the web components are very compatible between js frameworks. You can literally make a thin wrapper to expose your js flavored framework-based component such as react for example and expose it as a web component to another system such as angular 1 for example and it will work pretty well. You could potentially use this strategy to have parallel tracks of development where you can create an entirely new framework from scratch and start to share that functionality in the legacy project while you're in the process of upgrading which could take a long long time in some cases. At least you won't be continually working on the old one and adding more tech debt... although one could argue this wrapper approach is tech debt.
I'm currently using Deno deploy and found it to be fantastically performant and dumb simple for my lone wolf project. I'm experienced in AWS development in larger teams and it is nice to see a move away from complexity for a change where you can easily set something up without having to think about setting it up at all. The DNS stuff was just dead simple as well and automatic ssl certs was super nice. I have 0 complaints for what this is trying to be and am excited for the road map.
I think didn't do a good comment here because I don't mean that exactly. I don't necessarily care so much about it telling me how it got there. Rather I like it when I ask someone about something then I can ask them... "Tell me more about this or that or explain that in more detail" which I can never do in google.