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we've been testing websites for agent readiness while building Dedica, and one thing we're noticing is how many sites still struggle with basic agent interactions.

curious if anyone here is actually tracking AI agent traffic yet?

Hey PH community!

Most teams we talk to spend hours taking a clean CSV/Excel sheet and manually building slides or reports for stakeholders, clients, or newsletter readers.

We just launched Datastripes Data Stories to completely automate this process. It takes any spreadsheet, automatically pulls the main metrics/trends, and outputs a visual story (slides, bento layout, articles) in plain English.

We're looking to more than double our founding team at @beacon.sh, hiring aggressively across research and engineering.
We're building the visibility and control layer for AI agents, and we've got some serious momentum:
$5.5M raised in seed funding
3,200+ GitHub stars and a growing OSS community
#1 Product of the Day on Product Hunt
Our founding team brings experience from Doppel, Brex, and Trail of Bits, and we're looking for exceptional builders to join us.
We're hiring:
Founding Engineer: Build high-performance infrastructure to secure and govern AI agents at scale.
Founding Security Researcher: Break AI agents, uncover novel attack surfaces, and publish cutting-edge research.
Who we're looking for:
Deep technical curiosity and obsession with craft
High agency, relentless ownership, and bias toward shipping
Exceptional problem solvers with incredibly high standards
We want world-class engineers and researchers. We don't care about pedigree. We care about what you've built, the problems you've solved, and the quality of your work.
NYC in-person preferred, open to exceptional remote talent.
DMs open. Come build with us! Contact me at founders[at]asymptotelabs.ai

Hi everyone, Oleks here, maker of BookTuning.

On Friday, Nov 6 we launch the BookTuning Reading Room: a free reading timer in your browser. You light a candle, read in sprints of 15 to 60 minutes (or anything from 5 to 120), and your book's Spotify playlist plays while you read and pauses for breaks. There are rain, fireplace and night-wind soundscapes, 20 pixel-art rooms, and a library card that tracks your pages and reading minutes. No account needed.

Before launch day, I'd love to know how you read:

1. What do you listen to while reading: a playlist that matches the book, ambient sound, or silence?

2. How long do you usually read in one sitting?

3. What would make a reading timer worth opening again tomorrow night?

Netfox Goodies are out, a small pack that brings the fox to your whole Mac.

Netfox is free and it's staying free. If you've ever wanted to support it, this is a way that gives you something back every day: one 5 download, everything inside.

One of the biggest questions we ve been thinking about since launching Savor is what happens after someone captures an intention.

Capturing it is relatively easy. The harder part is helping it return at the right moment without making it feel like another task, alert, or nagging notification.

The Product Hunt conversation reinforced a few things for us:

• Many meaningful thoughts begin in a messy, unfinished state. They aren t ready for a to-do list.

• A reminder is only useful if its timing and tone respect the person receiving it.

• Trust matters: people want to understand why something is returning, who can see it, and what control they have over it.

Hi Product Hunters

Rankfender 3.0 is live today: the SEO/GEO operating system, built for people and AI agents. Google rankings, what ChatGPT, Claude, Gemini and the other assistants say about your brand, competitors, keywords, content and backlinks in one place. Or you just ask it from ChatGPT or Claude.

It's Hypership Day, so we're shipping what you ask for, the same day.

First one is already out. Juan asked:

Update CTA button text and destination URLs on existing HTML pages visually without touching source code or rewriting layouts.

With HtmlDrag, import your HTML landing page directly into the visual editor, edit button labels on the canvas, assign destination URLs independently via the link dialog, and verify redirects with a live click test before exporting clean, production-ready code.

Hey hunters A lot shipped since the last update:

1. Refs inside Claude: add refs.video/mcp as a connector in claude.ai (web, desktop or phone) or Claude Code. No API key, no terminal. Ask for references, and real launch films show up right in the chat, playable.

Hey hunters

We keep hearing from AI Context Flow users that ChatGPT forgets what they told it, so we dug into why.

Short version: it s almost always memory being off or full, instructions living in a one-off chat instead of Custom Instructions or a Project, or a thread that outgrew the context window. Most of these take under 2 minutes to fix.

The part no setting fixes: ChatGPT s memory never reaches Claude, Gemini, Cursor or Claude Code. That cross-tool gap is why we built AI Context Flow, a shared memory layer (Chrome extension + MCP server) that every tool reads from.

Vercel Day returns to the leaderboard Friday, September 25! This time, top launches could head straight to Vercel's Ship SF.

The mission: ship a sharp, polished web product built on Vercel. If it s ready, don't let it sit on localhost.

FinderGit 0.59.0: tidy up after your coding agents

Every codex exec and codex review leaves a session behind, and they pile up fast. Now FinderGit shows them, and clears them the right way:

I've been spending more time exploring what other indie developers and founders are building, and honestly, some of the most interesting products I've found aren't the ones getting thousands of upvotes.

I'll start!

We're building Dots, a macOS app that turns your Mac's notch into a customizable workspace. Instead of just music controls and notifications, you can bring in your own apps, websites, shortcuts, and even developer tools.

Hey everyone, Ola here

Specsight hit #1 Product of the Day on Saturday and I m still a bit in shock. Thank you for every upvote, comment and review, it means a lot as a solo founder!

Most AI search visibility reports focus on share of voice, which measures how frequently a brand appears across relevant prompts.

Another useful metric is miss rate, which tracks the percentage of relevant prompts where a brand receives zero mentions.

I keep running into this while building with AI: after a few sessions, I end up re-explaining the project, the decisions we made, and what changed.

How do you handle that? Do you keep a project file updated, rely on chat history, or have another system that works?

Got any cool creations from Seamcult? Post the links here.

I have 165 day streak today and ~1.3K followers on Product Hunt...

Something I couldn t really brag about just 5 months ago =D

And I m trying to understand deeper - what is this day streak? What does it give? And why do we keep it?

The first thing I guess is consistency.

Windows and Android betas are close. Before we lock the roadmap, which matters most to you?

1) Chrome extensions (with a safety check + plain-language permissions)

2) Sync between your devices (end-to-end encrypted)

3) A private AI assistant that runs on your device

Single agents are manageable. The moment agents start handing work to each other, failures stop being traceable. One bad output becomes the next agent s trusted input, and the break shows up far from where it started.
If you ve got a multi-agent system running reliably in production, what made it work? Narrower tool scopes, strict handoff rules, better tracing, fewer agents?

AI can draft a reply, build a small app, or run a routine task. But being able to automate something does not always mean you want to hand it over.

Sometimes doing it yourself is how you notice a problem or understand what someone actually needs.

A recent audit of 212 brands found that the average AI search share of voice dropped from 23.4% during discovery to 15.7% when buyers asked pricing-related questions.

The same audit found that more than half of the brands had zero visibility during pricing searches in their categories.

I believe that visualizing our dreams and goals can make them come true.

We set a point where we want to be, and naturally start drawing lines toward it. We create sub-goals, sub-dreams =D and step by step, finally get where we wanted to be.

Hola amigos startuperos!

Me encontr una estad stica que en LATAM el 69% de los empresarios llevan sus finanzas en Excel y 15% no tienen ning n sistema formal de finanzas. Muchas de las soluciones que est n en USA, no est n disponibles para nosotros startupers en LATAM.