Have you had the experience of using&#x2F;developing knowledge bases? Here is my scenario:My team is dealing with a lot of information: Wikis, Code repos, Monitoring dashboards, internal chat messages, emails, Task tickets, related systems, etc.There are many cases when we need to do ad-hoc searches for anything related to a concept. For instance, imagine if someone makes a change to a metric, there is a need to find all dashboards that might be using this metric to make sure they are still valid after the change.I don&#x27;t want to just fix this problem, but create the ability to find related information in ad-hoc cases.The ramp-up time is not important, as long as some positive value can be created with a small initial effort.Any existing products (Paid&#x2F;Free&#x2F;Open Source, etc) and any references to existing knowledge (designs, discussions) about this would be really appreciated.

Ask HN: Best way to create a searchable knowledge base?

What are you working on?  Any new ideas that you&#x27;re thinking about?

Ask HN: What are you working on? (October 2025)

Raising more money, but can&#x27;t reply to vital support&#x2F;security inquiries?Like the final request of mine below, asking them to save their own resources, because someone was spinning up fake trials or something using my company&#x27;s domain:&quot;Please cancel these signups, they&#x27;re fraud.&quot;
Hide quoted text---------- Forwarded message ---------
From: Supabase Auth &lt;noreply@mail.app.supabase.io&gt;
Date: Sat, Jul 12, 2025, 5:15 PM
Subject: Confirm Your Signup
To: &lt;employee@***.com&gt;Confirm your signup
Follow this link to confirm your user:Confirm your mailYou&#x27;re receiving this email because you signed up for an application powered by Supabase 
Opt out of these emails
Hi there,Thanks for reaching out to us. We have received your support request and your ticket id is SU-223879Free plan will receive no guaranteed support response - we try to respond to outage related issues asap however Pro and Enterprise tickets take priority. Upgrade here.For non-outage related issues, Free plan users are encouraged to ask their questions inside our GitHub Discussions https:&#x2F;&#x2F;github.com&#x2F;supabase&#x2F;supabase&#x2F;discussions.The Supabase Team.Me:
This is a pretty bad smell for this to still be unanswered and ongoing.Your &quot;Opt-Out&quot; link remains broken - how is anyone supposed to get in touch with you?!2-3 months go by:
Hey,For security reasons, we’re not able to process requests submitted by email. Please resubmit your request through the Support Portal so we can verify project ownership.If your request falls into one of these categories, here’s how to proceed:
If your issue is related to login access and this ticket was closed in error, just reply to this email and we’ll reopen it
For account deletion, you can remove your account directly in your Supabase dashboard
For the latest DPA, visit the Legal Documents page
To report a security issue, please submit it through our HackerOne programThanks for your understanding,
Supabase Support Team
Website • Docs • Community • Twitter • Status
Sent from Front&quot;Wow...I&#x27;m not a customer.Months later, this is still unresolved?&quot;

Ask HN: What in the world is going on at Supabase?

Just curious and who knows, maybe someone will adopt it or develop something new based on its ideas.

Ask HN: Abandoned/dead projects you think died before their time and why?

Following the discussion around Librephone [1], it seems that every project regarding open source smartphones OS are centered around the software only.Lineage and GrapheneOS have proven that reverse engineering is hard. So I&#x27;m wondering why can&#x27;t we have a project that starts from scratch and build the electronics and the OS? In the same spirit of what Apple did with iPhone+iOS. I&#x27;m sorry if I sound naive, I just don&#x27;t realize how hard it is to design a smartphone.[1] https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=45586339

Ask HN: Why is it so hard to design an open-source smartphone?

So Sam Altman made a pretty long post[1] about how they are trying to bring &quot;character&quot; back into ChatGPT and ends by saying erotica is also up for grabs. Personally, I think that was a pretty roundabout way of saying we are not making enough money as we should be able to and hence we are opening up the p*n floodgates.Pretty quick turnaround from about 10 weeks back [2]Some questions:- So AI safety is not a problem anymore?- Real name user checks will start on ChatGPT?- What do we think will be the major changes in society about this.1. https:&#x2F;&#x2F;x.com&#x2F;sama&#x2F;status&#x2F;19781293445988271282. https:&#x2F;&#x2F;x.com&#x2F;TolgaBilge_&#x2F;status&#x2F;1978151003170996332

Sexbots Are Coming to ChatGPT

This question has been asked several times before (see below), but looks like the most recent was about a year ago.Thoughts on why are also appreciated.<pre><code> 1 - https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=18085765
 2 - https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=18537512
 3 - https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=18271167
 4 - https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=32799789
 5 - https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=41906454</code></pre>

Ask HN: What are some of your favorite documentaries?

Hey HN,I _really_ like reading blogs on agentic coding&#x2F;claude code topics that are exploring new ideas and discussing advanced topics on agentic coding.Jesse&#x27;s recent few articles on his blog blog.fsck.com is a good example of what I&#x27;m looking for. Reading articles like these are really inspiring, educational, enjoyable and exciting.Geoffrey Huntley&#x27;s blog at ghuntley.com is another one that I really enjoy reading when he posts a new article.Whether it&#x27;s a blog, an aggregator site or youtube channel, if you know of authors&#x2F;content creators that are really into this space I&#x27;d really appreciate your suggestions.

Ask HN: Blogs / Sites / Channels for agentic coding topics

Ask HN: What are your go-to websites for honest consumer electronics reviews?

Hello, I&#x27;ve been trying to use cursor with locally served Chat GPT or Qwen, but once I get offline it fails. It seems that there once had been a possibility to override API url, but now this is not the case.Is there any development environment or plugin that you&#x27;re using for local LLM?

Ask HN: Locally enabled vibe coding environment?

Electron gets hate due to filesize and memory bloat. C++ gets hate for memory leaks. Rust with Tauri relies on a webview which could change versions underneath the app when the OS gets an update.Which language and cross platform desktop GUI framework checks the boxes for being lightweight in terms of filesize and memory usage, has native controls, supports accessibility and uses retained mode rendering, and works the same ten years from now as the day it was installed?If someone were to build an installable desktop app with buttons, checkboxes, inputs etc. (so not a video game) which language and GUI framework should they to use to please the memory and filesize conscious?

Ask HN: Which cross platform desktop GUI to use instead of Electron?

There&#x27;s been a recent flurry of AI covers on Youtube and Instagram. For example: https:&#x2F;&#x2F;youtube.com&#x2F;@fakemusicbr?si=G-RzKcm2iuXX56kISome of these songs are _really_ good. And pretty far ahead of where I thought audio AI was. Does anyone know what models and tools are used? I imagine once you have stems you can maybe style &#x2F; genre transfer and use a reference audio file perhaps? Like image and video models.

Ask HN: How are these AI cover songs made?

Looking for windows software that replaces the need for keyboard and mouse and lets me control Windows

Ask HN: What's the best alternative to Dragon NaturallySpeaking?

I&#x27;ve been trying to articulate why coding feels less pleasant now.The problem: You can&#x27;t win anymore.The old way: You&#x27;d think about the problem. Draw some diagrams. Understand what you&#x27;re actually trying to do. Then write the code. Understanding was mandatory. You solved it.The new way: The entire premise of AI coding tools is to automate the thinking, not just the typing. You&#x27;re supposed to describe a problem and get a solution without understanding the details. That&#x27;s the labor-saving promise.So I feel pressure to always, always, start by info dumping the problem description to AI and gamble for a one-shot. Voice transcription for 10 minutes, hit send, hope I get something first try, if not hope I can iterate until something works. And when even something does work = zero satisfaction because I don&#x27;t have the same depth of understanding of the solution. Its no longer my code, my idea. It&#x27;s just some code I found online. `import solution from chatgpt`If I think about the problem, I feel inefficient. &quot;Why did you waste 2 hours on that? AI would&#x27;ve done it in 10 minutes.&quot;If I use AI to help, the work doesn&#x27;t feel like mine. When I show it to anyone, the implicit response is: &quot;Yeah, I could&#x27;ve prompted for that too.&quot;The steering and judgment I apply to AI outputs is invisible. Nobody sees which suggestions I rejected, how I refined the prompts, or what decisions I made. So all credit flows to the AI by default.The result: Nothing feels satisfying anymore. Every problem I solve by hand feels too slow. Every problem I solve with AI feels like it doesn&#x27;t count. There&#x27;s this constant background feeling that whatever I just did, someone else would&#x27;ve done it better and faster.I was thinking of all the classic exploratory learning blog posts. Things that sounded fun. Writing a toy database to understand how they work, implementing a small Redis clone. Now that feels stupid. Like I&#x27;d be wasting time on details the AI is supposed to handle. It bothers me that my reaction to these blog posts has changed so much. 3 years ago I would be bookmarking a blog post to try it out for myself that weekend. Now those 200 lines of simple code feels only one sentence prompt away and thus waste of time.Am I alone in this?Does anyone else feel this pressure to skip understanding? Where thinking feels like you&#x27;re not using the tool correctly? In the old days, I understood every problem I worked on. Now I feel pressure to skip understanding and just ship. I hate it.

Ask HN: Has AI stolen the satisfaction from programming?

I read somewhere that HN is not a good place to find a job in tech any longer.Do you use HN for job search? Any luck?

Ask HN: Is Hacker News a good place to find a job in tech?

I use ChatGPT-5 Thinking a lot for day-to-day work. I prefer the response quality over speed, so I always pick the longer-thinking model. It takes ~1–5 minutes (often 1–2) to respond, but those short waits are getting increasingly distracting.I find myself doing something else, and it eventually takes more than the thinking time. Such as right now, it takes me 5 minutes to write this post, and ChatGPT responded like 3 minutes ago.Does anyone else have the same problem? What do you do during these gaps? :D

Ask HN: What do you do while ChatGPT-5 is thinking?

I am thinking of building a LLM based auto correct feature which corrects grammar and auto corrects as I type, pretty much like grammarly but more llm powered and hosted locally.What&#x27;s the next thing you&#x27;re vibe coding or planning to build?

Ask HN: What's on your vibe coding roadmap?

I&#x27;m curious how the cost of training AI models (compute, energy, data, etc) has changed over time.Are there any public resources or datasets tracking training costs for open-weight models (I&#x27;m guessing this data is hard to get for closed models, but happy to be proved wrong.)I&#x27;m especially interested in understanding which architectural changes (e.g., attention variants, parameter sharing, mixture-of-experts) have led to major cost optimizations, and NOT just from the companies behind these models, but from anyone who has trained or replicated them.

Ask HN: Where can I track training cost trend for AI models?

This week, my Vercel account was suddenly disabled and all of my deployments and data were deleted.I received no warning, no suspension notice, and no post-action explanation. When I emailed their support to ask what happened, they refused to give a reason and simply said they wouldn’t restore the account or data.I’ve been a Vercel user for over two years and never had any issue until now. It’s honestly shocking to lose everything overnight without a single email or warning.I’m now migrating all my projects to Cloudflare, but the experience has been incredibly frustrating. I just want to understand why this happened — and whether anyone else has faced a similar sudden ban.Has anyone here managed to get a clear answer from Vercel in a situation like this?

Lost all my sites overnight: Vercel terminated my account without notice

I&#x27;m a Kubuntu user, writing an application to organize my personal knowledgebase. I will be soon adding MCP support, but I have yet to choose a desktop agent. Suggestions appreciated.