... Product Hunt community! Here s a situation I kept running into every winter: I m curled up on the couch or in bed with my Mac. My right hand is comfortably using the trackpad, and my left hand

... human to go and read a text message. I'm curious what everyone else's version of this is. Not the thing your agent does badly - the thing it does perfectly, right up until it has to stop and hand it back to you. Verification codes? A booking that only happens by phone? A supplier who answers email once a week? Something that needs an actual human voice on the other end? Mostly I want to know whether the wall ... ... noticed this with payments too. Most of the process can be handle automatically but the final approval still puls you back in, Comment from Chandrshekhar rawan (@chandrshekhar_rawen): What I find interesting is how close the agent gets before handing

... solo-project website meant for people exactly like me who just need to blurt out some random music intuitively. Using your webcam (which stays inside your browser, completely securely), Tunevate brings music to life out of your placements and hand composition. However, differing from other virtual 'gesture chords' or virtual instruments website, Tunevate actually allows you to loop tracks, switch between instruments (triggering everything with just your hands

... solo-project website meant for people exactly like me who just need to blurt out some random music intuitively. Using your webcam (which stays inside your browser, completely securely), Tunevate brings music to life out of your placements and hand composition. However, differing from other virtual 'gesture chords' or virtual instruments website, Tunevate actually allows you to loop tracks, switch between instruments (triggering everything with just your hands

... features Find in files. Ctrl+Shift+F (or / in Ctrl+K): matches grouped per file with editor-coloured previews, open at line, case/word/regex toggles, replace-all behind a confirmation. The top search box now suggests files and hands off to text search. Per-file view. Expanding a file lays its symbols out in a grid on a plate beside the card, unfolding its folder first. Drafts on the board. Click-out asks Save / Save as draft / Discard; drafts stay yours ... ... never handed

... blast radius anything we'll act on gets one finding re-derived end to end. The re-check is deliberately cheap: when a claim comes holding a quote, verifying it is a text search. Limits, honestly: we have a handful of caught errors, not a measured rate, and most reports are fine. But "most" is doing a lot of work in that sentence when you're about to build on one. What does your dispatch prompt require the helper ... ... hand

... once that happened the bottleneck flipped onto me: my job was never writing code, it's making sure they build the right thing, and there was no way I could keep up with that pace by hand. There's a ton of tooling thought through for the engineer side of this shift. Almost nothing built for the PM side the surface to actually feed an agent what matters just didn't exist. So I built Atisbo to solve that ... ... myself. I'm a PM and I was tired of the operational work of maintaining a backlog by hand

... content layer, the first thing we found had nothing to do with writing. Any path containing a dot, a png file for example, fell through to our locale handler and threw a 500. Googlebot was let in and then handed an error. We fixed that this week. We also turned off Cloudflare's AI bot blocking this week. That setting targets AI crawlers, not verified Googlebot, so I am not claiming it explains the indexing numbers. I mention it because ...

... been through it you know the shape of those first weeks. You are awake at 3am whether you like it or not, holding a baby who has finally, finally fallen asleep, and you are not putting him down. One hand free. No chance of going back to bed. So I built a game with the hand

... back the most expensive hour of your day (GitHub + Slack + Calendar Notion) Every morning starts the same: check GitHub for what happened overnight, climb through Slack, glance at the calendar an hour gone before any real work starts. Hand the whole routine over. Connectors team up on a single task, and with a schedule attached, you don't even have to ask: "Every weekday at 8:55 check overnight GitHub activity and #product on Slack, cross-check today's calendar ... ... back the most expensive hour of your day (GitHub + Slack + Calendar Notion) Every morning starts the same: check GitHub for what happened overnight, climb through Slack, glance at the calendar an hour gone before any real work starts. Hand

... that handles WhatsApp conversations for independent medical and dental clinics answering questions, quoting treatments, booking appointments, sending reminders. The hardest design problem hasn't been the scheduling logic, it's been deciding exactly when the AI should stop and hand off to a human. Right now it escalates on anything sensitive or outside what the clinic configured, but I keep second-guessing where that line should sit in a trust-sensitive space like healthcare. For anyone building agents in health ...

... feedback! Rindler turns any website into something an agent can operate on reliably. It drives a real browser: signs in, handles the one time verification code, gets to the right screen, pulls the records or fills the form, and hands back structured output in the shape you asked for. The part worth caring about is the second run. Most browser agents re-read and re-work out the same website on every single visit. Rindler remembers, so it gets faster ... ... build agents, it's just one endpoint you call instead of running browser infrastructure of your own. If you run a team, it is the manual and repetitive website work somebody on your staff is currently doing by hand

... None of that is because AI is bad at the work. It is about who is accountable when it turns out wrong. Curious what is on your list. Is there something you have kept for yourself, or have you handed the whole thing over? Comment from Alper Tayfur(@alpertayfurr): For me, it s still the glue work between apps: moving data, sending follow-ups, updating CRMs, and checking whether something actually ran. That s actually a big part ...

... great discussion recently about building a personal brand before the product is even ready vs building the product first and revealing yourself later. For those of you targeting specific, legacy enterprise problems, which route did you take? It's tempting to build in stealth to protect the core idea and architecture. On the other hand

... planned for. Ours, honestly: we sat on B longer than is comfortable, moved to D, and then found that delivering the question is the small part. What surrounds it is the work. Whether a timeout should mean deny or hand back to the terminal took us longer to settle than building the delivery did. So did reaching the one person who can answer when they are not sitting in front of your product, and being able to prove afterwards ... ... rather than hold the line forever. A stalled job that took the cautious path is recoverable. A stalled job that just sat there is a support ticket. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus

... whole thing showed up as a single pull request against main. The agent did the engineering. I never read a diff. I never touched my keyboard for it after the first sentence. That is not how handing a big feature to an AI usually goes. So let me show you the actual machine the blueprint I approve, and the loop that grinds under it. The babysitting tax Hand

... stay invisible until you pick the build up. And one enthusiastic camera move can fling the whole thing off-screen. v1.2.0 improves all of that. It's about making the build feel like it's already in your hands: pick out any brick, see exactly what your collection can't cover, and glide around the build without losing it. Lift any brick out of the build Hover a brick in the step-by-step guide and it floats ... ... guide, or just admiring the little thing you made. Help that speaks your device Trackpad at your desk. Phone on the couch. A headset in the workshop. The camera guide now shows instructions for the device actually in your hands

... team and I are launching our RFP library tool on Tuesday, but we are doing something entirely unscalable for our beta: we aren't handing our users a login. We know that AI hallucinates badly on unstructured legacy proposals. So, rather than throwing an AI tool at unorganized files, we are stepping in as a temporary extension of the users' team. We do the heavy lifting of manually organizing their scattered past proposal data into an accurate, verifiable library ... ... want to ensure that the foundation is flawless before we automate any sort of self-serve onboarding. Has anyone else launched a high-touch, concierge MVP like this? Did your early users value the hands

... hired me to rebuild their slow, messy website. They had a decent amount of traffic, but their old theme was holding them back. They wanted a fresh, fast-loading look to showcase their video production and branding work. They handed me a zip file of the Zentro - Digital Agency WordPress theme and asked me to work my magic. Instead of just setting it up on autopilot, I decided to keep a daily log of my build process. I wanted ...

... that list myself every morning instead of trusting a dashboard to flag it. Curious what that one thing is for you, and whether you have ever found something that actually earned your trust enough to stop checking it by hand ...

... have a look! :) Comment from Nika(@busmark_w_nika): @roguetink  I agree partially because launching here is a selling opportunity. But when I do not have the option to sell, I may lose revenue. On the other hand, I can have a base of free users, and they install the plugin. Once I update it, they will also receive the update and will be able to purchase later. So yeah, maybe I should create that website and launch. :) Comment ... ... launch and finding some platforms better than others Comment from Blake at Vassant(@blakeatvassant): A great book called "Getting Real" by Jason Fried talks about this in depth. In short, they recommend getting something in the hands

... honestly more for the questions/comments n the conversations about idempotency, out-of-order webhooks, deterministic replay, and what it actually takes to gate a merge were sharper than anything i'd written for myself. a bunch of you basically handed me my roadmap. I built this because.. i kept watching ai agents write stripe and auth integrations that passed every test and then broke on the first real webhook. green ci, prod on fire. i wanted a layer that ... ... prompting your way through an app in cursor or claude code: connect fetchsandbox to your agent once, then just prompt in plain english, "test my stripe integration." it runs the real workflows, throws the failure cases on demand, and hands

... switching. Marketing slips because you re closing a deal. Follow-ups slip because you re fixing ops. Nothing gets your full brain. So here s the question I keep chewing on: money aside, if you could hand exactly one of those off tomorrow, which one goes first, and why that one? I ll go first, and specifically: for me it s follow-ups . Not because they re hard, but because they re time-sensitive and I always notice the dropped ... ... eden): On the team behind this, so grain of salt, but honest: mine is content. Nothing forces a deadline on it, so it is always the first thing I let slide when something else catches fire. Funny part of handing

... Fewer dependencies = faster fixing Comment from Ghost Kitty(@ghost-kitty-9802483): Comment Deleted Comment from Mustafa Arian(@thenameisarian): simplest-one-wins is right and mine is close to it. i add one more filter: pick the version i can hand to one other person and have them say "yeah this did the thing" without me narrating what they're looking at. when the agent hands

... regression like this tends to pop up weeks later in a cost report, and someone spends an afternoon dissecting deploys to find it. Latitude was built around the idea that the system watching an agent should be able to hand its evidence to the system that writes the fix. This is the loop: And this is how to wire it up for your own agent. 1. Instrument the agent The loop begins with seeing everything. Point your agent's OpenTelemetry ... ... feedback ("quoted a version we never shipped") on the exact offending message; that is the strongest signal you can give the system, and automatic flaggers do the same job for common failure categories without waiting for a human. A handful