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November 18th, 2025

AI for the weather

This newsletter was brought to you byAppSignal

Make weather apps honest

gm legends, happy Tuesday.

Here’s today’s lineup: Google’s WeatherNext tries to put an end to the eternal “sunshine” lie your weather app tells before it dumps a monsoon on you, Unravel turns your thoughts into a living mind map you can actually explore, and InsForge gives agents the backend muscle they’ve been bluffing about for months.

P.S. Building something new? Send it our way → editorial@producthunt.co 🫶

Weather apps might finally grow up

WeatherNext 2 uses Gemini 1.5 Pro to run high-resolution forecasts in seconds so you get an actual picture of what the sky is about to do instead of the usual vague “partly cloudy” shrug. It analyses thousands of short-term scenarios, picks the likeliest one, and gives you something closer to a real forecast instead of whatever your phone thinks might happen.

🔥 Our Take: I never trust weather apps. They’ll promise sunshine with “light showers” and then I look outside and it’s biblical rain levels. If something can genuinely boost accuracy instead of guessing with confidence, I’m in. If AI wants to fix anything first, let it be the weather.

FROM THE FORUMS

Ship Forrest, ship

In most ways, Tijs is just your standard entrepreneur and builder from Amsterdam. Except for one thing: He’s a bit crazy.

That's a good thing. 

After a year of coding almost entirely by voice inside Cursor while using Wispr Flow to write and edit code, switch between files, and navigate projects hands-free, he had an idea: What if he built an app entirely by voice coding … while running the Amsterdam Marathon?

Less than one percent of people have ever run a marathon, and as far as we know, no one had ever built a working app while running one before Tijs laced up last month.

In our Product Hunt interview, Tijs discusses his setup, provides his list of go-to tools, and explains what exactly you can build from start to finish line.

Your inner chaos just got a spotlight

Unravel listens while you talk and turns your stream-of-consciousness into a living mind map. Every belief, thought, emotion and desire becomes a node, and the system connects them into a network so you can actually see what your brain has been doing behind your back. As you keep talking, the map evolves, patterns surface, blind spots stop hiding, and you get guided methods to reshape whatever has been quietly steering your behavior.

🔥 Our Take: I’ve journaled, therapized, over-analyzed, all of it. Nothing has ever shown me how my mind works in an actual visual web. The idea of watching your beliefs and fears tie themselves together in real time is wild in the best way. If there’s a faster path to catching the patterns driving your life without you noticing them, I haven’t seen it.

Agents finally get real muscles

InsForge gives your AI agent an actual backend to work with. It comes with auth, a database, storage, real-time updates and cloud functions so your agent can move past demo-level chat and build something that behaves like a real product. You point it at the pieces and it handles the wiring so you can focus on what you actually want built.

🔥 Our Take: I’ve seen agents generate beautiful front ends and then immediately tap out the moment anything backend-shaped enters the room. If these things are going to claim they can “build apps,” they should actually be able to build apps. This is the first time it feels like that gap might close.

November 18th, 2025

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