Building Sverklo (launching tomorrow on PH), I ran a structured dogfood protocol used the tool on its own codebase to find real bugs before users did.                                                                                  

  Found 4 integration-level bugs that unit tests missed:                                                                                                                                                                                                                                                                                                                                                                                  

1. Impact analysis silently dropped repeat call sites the worst possible failure for a refactor-safety

2. Reference search returned 48 substring matches, drowning the 5 real

3. Lookup returned "No results" on valid queries instead of explaining why    

4. Parser off-by-one skipped every function after the first in multi-function                                                                                                                                                                                                                                             

5. All fixed, regression-tested, and documented in a full unedited session log

I've been researching how autonomous agents (Claude, Google Jarvis) traverse websites, and I'm noticing a massive gap. Sites that score 100 on Google Lighthouse are literally crashing AI agents because of DOM bloat and missing ARIA semantics.

We just launched a tool today to physically measure this "Agentic Friction," but I'm curious what the community thinks: Should front-end devs be designing for human UI, or should they be stripping down their DOMs so AI agents can actually read and cite them? Where is the balance?

You know that moment when you think "I need to remember this" but opening a reminder app, tapping through date pickers, and saving it takes longer than the thought itself?

Yeah. I built something for that mostly because I keep forgetting everything myself. I even forgot to use the reminder apps I already had.

Just open Telegram and type:

- "remind me tomorrow at 9 go to shop"

Right now, AI agents are negotiating contracts, executing payments, routing tasks to other agents, and acting at scale on behalf of humans and businesses. And there is no reliable way to know which agent you're dealing with, whether it's who it claims to be, or whether it can be trusted before it touches your systems or your money.

We're handing keys to strangers and calling it automation.

I've been building in Web3 and AI for years. I've seen what happens when infrastructure gets skipped. Wallets, smart contracts, DeFi. the ecosystem moved so fast that trust became an afterthought.
We're about to do it again with agents, and the stakes are orders of magnitude higher.

Agent ID is the identity layer the agent economy is missing.

We're launching FundOverlap AI soon and would love some early feedback.

As beginners, we realized we didn t actually know how diversified our portfolios were. Many funds sound different but often hold the same companies. That s what inspired us to build a simple tool to compare overlap between ETFs and mutual funds.

Before launch, we d love to understand:

How do you currently check fund overlap?
Have you ever discovered two funds you own are very similar?
What would you want to see in a tool like this?
Would you use this before building a portfolio?

Is there a specific signal you look for before refactoring?

For example:

• High complexity?

• Hard to understand logic?

• Bugs increasing?

Curious how different developers decide this

Hi PH!

I built imagesmaller.ccwu.cc because I wanted a simpler way to shrink images.

• No limits

• JPG, PNG, GIF, SVG

It's fast, free, and works in your browser. Give it a try! imagesmaller.ccwu.cc

Hello Product Hunt!

I m building an AI-powered bookkeeping assistant for ecommerce founders that shows real profit, tracks costs, and keeps taxes in check. Right now it s in the early demo stage, and I m looking for guidance on what the smartest next steps are to validate the idea and grow it.

I m also open to connecting with a potential co-founder or anyone with experience in SaaS, AI, or ecommerce who I can learn from. Any advice or tips would be hugely appreciated!

Hi Kalendar community, we are slugging it out in today's launch for onform but honestly is there any launch day that isn't tough?

I'd like you to take a moment to actually sign up for onform and leave your feedback on what you think about it, no sugar coating. Here's the link: https://onform.work/
And a video about how you can use the mcp to publish forms.

Hey Product Hunt!

I'm Calvin, co-founder of ClarityAI, and today is Day 1 of getting us ready for GTM.

The honest version of why we built this:

Lol! My drawaring is not good!

Day 15 of building Verso (projectoye.com)
A workspace OS replacing your fragmented tool stack with one AI-native environment.

Last push for today

If you haven t seen it yet, we launched Easy Management on Product Hunt today.

It s an all-in-one platform to help small businesses manage finances, staff, and operations without juggling multiple tools.

If you get a chance, check it out and drop your thoughts. Every bit of feedback helps

OptiEtsy turns any AliExpress or Alibaba product URL into a fully optimised Etsy listing SEO title, 13 tags, full description, and a suggested sale price in seconds. No copywriting skills needed. Built for Etsy dropshippers and resellers.

Hey Product Hunt

I built OptiEtsy because I kept seeing Etsy sellers struggle with the same bottleneck they had great products sourced from suppliers, but writing optimised listings took hours and most people had no idea how to do Etsy SEO properly.

The idea is simple: paste a supplier product URL (AliExpress, Alibaba, or most other supplier sites), and OptiEtsy reads the page and generates:

• An SEO-optimised title (under 140 chars, as Etsy requires)

• 13 tags (each under 20 chars)

• A full product description written for Etsy buyers

• A suggested EUR sale price based on the supplier cost

Every listing is saved to your dashboard, organised in folders, and exportable as .txt or .html.

Free plan includes 5 listings to try it out no credit card needed.

Would love your feedback, especially from anyone selling on Etsy. What would make this more useful for your workflow?

Hey everyone !

Quick story I'm French, and if you've ever typed in French on macOS or iOS, you know the pain. Autocorrect "fixes" words into things you never meant to say. I once sent "je suis excit " (which has a very different meaning in French than "I'm excited") to a client. That was the last straw.

So my co-founder and I built Exact a tiny AI-powered writing assistant that lives in your menu bar. You press Ctrl+Space in any app and it instantly fixes spelling, grammar and syntax. No copy-paste, no browser extension, no switching tabs. It just works wherever you type emails, Slack, iMessage, even code comments.

We're a team of 3, bootstrapped, and honestly still figuring out a lot. But the core product is solid and we use it ourselves every single day.

The EU digital identity will be soon mandated by law for all EU nations and all citizens.

What are your thoughts and ideas to make it seamless and secure?

Excited to share Chilcy, a free AI-powered tool that analyzes your CSV or Excel files in seconds. It provides:

• Column types detection

• Missing values, outliers, duplicates

• A 0 100 data quality score

Whether you re a startup founder, analyst, or data enthusiast, Chilcy helps you quickly understand your data before feeding it into AI models or reports.

Try it here: https://www.chilcy.com/tools/dat...
Web app: https://app.chilcy.com/

Hey everyone
I built ScanCook after realizing I spend more time deciding what to cook than actually cooking.
You just scan your food and get recipes + calories instantly.
Goal: less food waste, faster decisions, healthier eating.
Would love your honest feedback what s missing?

Hey all!

Quick question for founders and indie hackers: what's slowing you down when you're actually building something new?

Hey everyone,

I built a free, private, offline focus app that uses Apple Intelligence to understand what you're actually doing.

I was fed up with focus apps that just block a list of websites. I find that blocklists are too "blunt", for example, I could genuinely be using YouTube to research something, but a blocklist sees "youtube.com" and immediately blocks it.