I am thrilled by the reception Text2Query got here on Product Hunt . As a thank-you to early supporters, I am temporarily raising the token limit so you can try more queries, explore bigger schemas, and really push the app s limits.

This is just for a short time , so if you ve been curious, now s the best moment to upload your schema, ask questions in plain English or Spanish, and see how Text2Query transforms them into SQL or MongoDB queries (with clear explanations).

Thank you again for the support. Your feedback is shaping the next version of Text2Query .

Hi community!

Our team has been busy improving Jots based on the feedback we have been getting from you all. We are excited to share with you some updates on our latest release:

Thirdeye provides AI-search analytics for performance oriented marketing teams. Unlike classic search engine tools that chase organic rankings, it focuses on how large language models (LLMs) such as ChatGPT, Claude, Gemini and Perplexity mention and cite brands.

The platform monitors brand mentions across these models in real time, analyses sentiment and provides prompts showing how and where the brand is being referenced. It also sends real time alerts when a brand is cited by an AI model and offers competitor monitoring to identify positioning gaps.

I wrote last week about how we re building Ting on two axes: one to get attention, the other to build the product.

On attention, we re doing pretty well in 3-weeks:

• 1k on the waitlist.

• 200 people have joined meetings booked by Ting already.

• 375 invites sent out so far...

Thank you to everyone who supported the launch! We ranked 6th yesterday.

For those just discovering us: GitArsenal solves that painful moment when you find a cool GitHub repo but spend hours fighting dependency hell instead of actually running the code. Our AI agent automatically handles the entire setup process, from analyzing the codebase to debugging errors to provisioning the right hardware.
What features would make you actually use this?

1. VSCode/Cursor integration so it opens right in your IDE?

2. Team sharing so your whole company can run the same environments?

3. Docker export for deployment?

4. Something else entirely?
   Also Coming very soon: Full GitArsenal app with GUI, better logging, and way more control over the setup process.

Current status: CLI working, tested on 100+ repos from simple scripts to complex ML research. We're iterating fast based on real user feedback, and testing more on different categories of Repos.

If you want to contribute to @v0 by Vercel, below are 2 opportunities for you no affiliation:

• Product Engineer

  • Full-time

  • Hybrid US (NYC or SF)

  • Salary range (SF-based): $196,000-$294,000

  • Learn more and apply here

• Senior Product Marketing Manager

  • Full-time

  • Hybrid US (NYC or SF)

  • Salary range (SF-based): $148,000 - $222,000

  • Learn more and apply here

More open roles in this thread.

Hey PH

I spent last month testing some assumptions like: founders want to meet others in-person. These assumptions failed as it's not as simple as that. There are some intricacies.

Well, I think will come back to the original asusmption that sort of worked. People liked being on the map, sharing their profile, and getting discovered.

ICYMI: OpenAI posted a cryptic tweet yesterday, announcing a livestream for today at 10am PT. The cryptic part? They swapped the S for a 5 , which, of course, set off a wave of GPT-5 speculation. But this is OpenAI, and at this point, GPT-5 rumors feel like a monthly tradition.

What do you think it is?

Vibe coding tools have been making huge improvements, but things can always get better.

What blockers are you still running into? What has no one solved yet? What do you wish you could do, but can't yet?