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We re giving agents access to APIs, databases, CRMs, payments and internal systems.

But something feels missing.

We can observe what an agent did.
We can evaluate whether it was right.
We can detect a policy violation.

Voice agents should become more than transcription tools. Instead of simply turning speech into text, they should understand what users are trying to achieve. The same spoken idea may need to become a short Slack message, a detailed email, a technical issue, or a personal note. A useful voice agent should adapt automatically.
This is the direction Loqua is exploring: voice as an intelligent layer across the apps people already use. It can understand the current application, nearby content, personal vocabulary, and writing style, then shape spoken thoughts into something ready to use. Users should be able to speak naturally without organizing every sentence beforehand.

The next step is real-time duplex conversation. A good agent should know when someone has finished speaking, when they are only pausing, and when they want to interrupt. It should also recognize signals beyond words, such as emotion, hesitation, emphasis, and tone. Its own voice should feel equally natural, expressive, and appropriate to the situation.

Behind this conversation, the agent needs deeper capabilities. It should remember relevant context, think through difficult requests, use tools, and continue working after the conversation moves on. The voice experience remains fast and fluid, while more complex reasoning happens quietly in the background.
We all know that long-horizon coding tasks are difficult, but understanding long, multi-turn conversations is even harder. The agent must remain consistent, respond with the right emotion, use tools correctly, and remember what matters.

How much time do you think we have left before AGI?

OpenAI just shipped GPT-6 Astra, calling it "the most intelligent and aligned model in the world."

I use Adobe Acrobat Pro to create professional, fully functional, and reliable fillable PDF forms.

Imagine an AI agent handling customer refunds.

It checks the order.
It calls the payment system.
It decides the refund amount.
It executes the refund.

Everything looks fine.

Osaurus agents can now drive a real browser. You give the agent a goal in plain language, and it navigates, clicks, reads pages, and reports back.

The demo we shipped it with: a 9B model checking an Amazon shopping cart. Real browser, real login, real cart. It signed in, read the page, and returned the items and prices. About 90 seconds, running locally on a Mac.

Hey guys,

It s been a little while since I posted here, sorry about that.

A little celebration post!

We launched Causo 4 months ago with a simple thesis: get precise intelligence -> achieve big things when reaching out to strangers.
Since then, startups using Causo have raised over 20 million dollars in venture funding - all through cold outreach. I kinda forgot to post this - we've been busy building out our generalised deep research and outbound agentic architecture that lets you find any company, even in very niche ICPs, gather powerful intel, and reach the right people.
Extremely proud of our users. You don't need a massive SF based network to fundraise, you just need better knowledge (and having a kickass product doesn't hurt).
I have a couple of discount codes to give out as a celebration - comment Raccoon and I'll toss you 50% off the first month of Causo. Here's to a lot more monies raised and a lot more sales made; and killing spray and pray for good:)

Hi Product Hunt

A little over a week ago, you helped Lenz reach #3 Product of the Day. Thank you again - it really meant A LOT to our small team!

Every team I talk to has more feature requests than they can act on, and most of it doesn't come with clean data attached, just a support ticket or a Slack message from a customer. For those running product teams here, what's your actual process for turning scattered feedback into a prioritized roadmap? Curious whether people are doing this manually in spreadsheets, using a dedicated PM tool, or something else entirely.

Hey guys,

i switched to codex recently because fable is not anymore included in the plans, and honestly gpt 5.6 Sol surprised me by his efficiency.

Watch the full onboarding video here:

MinkNote is a privacy-focused Mac app that keeps everything you write and collect in one place, organised and effortless to find again.

Until this week it ran on a 14-day trial, then all the notes went read-only. Two weeks is not long enough to know whether an app like this fits your workflow, so now it works the way most Mac apps you already use do:

Move through your inbox with the arrow keys, enjoy clearer summaries, and give your Mac more breathing room.

Fly through your inbox

Use the arrow keys to move through emails and groups in the order you see them. Your selection stays clear of sticky controls, and focus follows along after archiving or undoing.

New from Timmy: a 30-second look at real creative work, with an ElevenLabs voice-over.

Watch the 30-second narrated demo

Living Canopy starts with editable SVG artwork and becomes native Rive animation through MCP: an eight-second loop, 23 moving groups, adjustable speed and strength, and 240 delivered frames.

The result stays connected to its native file, rendered frames and recorded loop/delivery checks. We ve also organized 102 template families into base templates and project variations.

One click to Instant AI video Transform any article from the web into a narrated explainer you can learn from in minutes, not hours. Instead of reading long, boring articles, watch a quick video.

Get it here: https://chromewebstore.google.co...

We built HtmlDrag for the moment after AI has produced a page that is nearly right but not quite. A founder, marketer, or designer can see that a headline, image, CTA, table, or link needs work, yet a full re-prompt can rewrite sections that were already useful.

With Paste Code, you start with the HTML you already have and work from the rendered page. You can refine supported visible text and layout, replace images, add links, insert and edit tables, lock completed elements, remove distractions, preview the whole page, and export Edited HTML for the next stage.

We would especially value feedback on:

- Which last-mile visual changes make you return to code or AI today?

The new plans are divided into 3 tiers:

• Better browser: free, no AI features, cross-device sync

• Better answers: $20/month, with access to basic Dia AI features:

  • better browser

  • connectors

  • ask on page

  • tab context

• Better day: $100/month, with access to advanced Dia AI features:

  • better browser + answers

  • 6x more usage

  • morning briefs

  • reports/decks/recaps

  • meeting follow-up

Netfox 0.19.0 is out: the certificate card

Every home network has a few TLS services nobody looks at until a browser refuses one: the NAS, the printer, the router's own page. Netfox now reads what they present and says what's wrong with it.

Not the code. The page itself.

Mine is the empty state. Agents build the happy path and stop, so there is never a screen for zero items, no error state, nothing for the slow connection.

After that it is section heights. Every block the same height down the page, because nothing was ever weighted against anything else.

The one I keep seeing lately is that the footer is the most designed part of the site. Giant logo at the bottom, template above it.

This release is about doing more with fewer clicks, and making the app yours. A good part of it came straight from your reports and requests, so thank you for that.

Here is what's new.

Connect to Server, redesigned

Arteza opens on a grid showing all six studios at once, image, video, voice, music, avatars, editing. It demos brilliantly. It's the screen people screenshot and it's why anyone understands the product in four seconds.

It's also the screen our heaviest users leave immediately. If you're in it every day you already know which studio you want, so a menu of six is six things to skip. The people who love that grid are the ones seeing it for the first time, and they only see it once.

The mistake underneath is that I designed the first thirty seconds and assumed the next thirty days would sort themselves out. Everything I measure at signup rewards that grid. Nothing I measure rewards the tenth session, so the tenth session never got designed.

Trying to make the home screen a function of what you did last week instead of a fixed grid, which is easy to say and quietly a different product. If you shipped something that demoed well, what did you have to change once people actually lived in it?

Introducing Aura by Neural, our state-of-the-art personal AI.
Launching on macOS in just a couple of days.
AI shouldn t be somewhere you go.
With Aura, intelligence is simply there, available anywhere on your computer, already understanding what you re working on, remembering you, and ready to talk or act.
Aura gives you access to the cutting edge of frontier intelligence together with NeuralAction, our flagship computer-use model.
But the technology isn t the point.
What changes for you is.
You stop opening AI apps, copying context, explaining what s already on your screen, and manually doing every little step yourself.
You start spending more time deciding what you want done.
Call Aura.
Say what you want.
Keep moving.
Over time, Aura becomes personal to the way you work and live.
Built for people who want more leverage, less friction, and access to the frontier without constantly chasing it.
Intelligence is no longer an app. It s the computer.
Check it out:
https://aura.withneural.com

We launched Hoplite today - it's a passion project driven by our love for dev tools (especially ones that feel incredible to use, like Linear).

In simple terms, Hoplite allows you to 'effortlessly' use cloud coding agents. We port over your local sessions/memories/MCP servers, so you can just pick up right from where you left off, but now you can close your laptop lid!

Termexo v0.8.6 AI-generated release illustration

I maintain Termexo, an MIT-licensed Windows workbench for Claude Code, Codex and OpenCode. Version 0.8.6 focuses on reloading a view, reconnecting remotely, resizing a window and switching to a terminal that was hidden.

Keep the running process
Previously, frontend loading could be mistaken for a new terminal launch. Reloading could restart an agent that was already working. The view now reconnects to a backend terminal that is still alive, preserving its current launch and avoiding redundant session takeover requests. Closing Termexo or shutting down the computer still ends running processes.