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I've been thinking about what the next stage of working with AI should look like.

Most of what I see focuses on making AI do more work. It writes code, generates designs, analyzes data, and automates workflows. Humans provide instructions, review the output, and decide what happens next.

But I think there's a more interesting problem to solve.

How can I combine human and AI intelligence to achieve better outcomes than either could achieve alone?

I've spent a lot of time thinking about the difference between testing a product and validating it.

When you're building software, there are so many things you can measure. Does the functionality work? Are the calculations correct? Can users complete the workflow? Are the security controls working as intended?

Those are important questions, and you can spend months getting them right.

But there's another question that technical testing can't fully answer:

Spent way too long this week watching devs debug Paddle billing issues that never reproduced locally.

The pattern keeps repeating: subscription.activated arriving before subscription.created in prod, about 30% of the time. Handlers look clean, pass unit tests, handle retries correctly. But they assume events arrive in order. Paddle's sandbox just doesn't reproduce that chaos.

First time seeing this on Product Hunt. Makers actually have to ship based on feedback during the day. I really like the concept, it makes the day much more interactive. It's a good representation of entrepreneurship: ship fast, get feedback, adapt the product, grow or fail fast.
What do you think about Hypership Day?
And for those who launched on Hypership Day, what s your feedback?

I dont know why when i am comment and engagement , my commentes got hiddent even though i dont use any automation ai i just want to participate and learn help on that

i tried to mail product hunt team got reply but still same issue how this algo work ? how they classify which is genuine comment and which is not

Every Mac monitor I tried decided for me what goes where. CPU first, then memory, then whatever the developer cared about. I never look at half of it, and the thing I do care about is always two clicks away.

So Vitals now lets you move all of it.

• Menu bar: each readout can be its own item, as a number, a graph, or both. Drag them into the order you want.

• Dropdown: drag the tabs and tiles around, and hide the ones you never open.

• Window: same for the tabs, cards and sections.

Today @Lightfield announced their $47M Series A, led by a16z.

Over 5,000 companies have started running on Lightfield since we launched in November, and a lot of what's in the product today exists because of conversations with people like you. We'll be using the investment to expand our engineering team so we can ship even faster for our customers.

Ask for three restaurants for tonight. Aura can bring the options into a visual comparison with photos.

Bring your project files and ask for a proposal. Watch your material become a presentation you can explore and refine. Change the scope, ask a question, reshape the result through conversation.

Your request becomes something you can see and work with.

curious how others handle this.

when you are building solo or in a tiny team, every feature feels like your baby. you spend days tweaking an edge case or adding a cool little toggle beacuse you think it's neat.

then you launch, and crickets. nobody touches it.

lately, i have been trying to force myself to look at user data and ask- am i building this because it actually solves a problem or just because i enjoyed coding it?

Yesterday, tiun launched on Product Hunt and finished with 527 upvotes and 106 comments, making us #1 Product of the Day.

For our first launch, this feels incredible, Thank you!

Hey guys, I personally use Windows, so I developed Skim for Windows only.

But I see a lot of intent among people to use it on Linux.

WP Bones 2.1.2 is out a security patch

Admin pages check who you are. Pages from config/routes.php and pages/ have no menu entry, so WordPress let any logged-in user open them: the capability key was never read. Now a user without it gets a 403.

Your GitHub inbox now reaches your scripts

Otter Vault catches an API key the moment a dashboard shows it once, keeps it encrypted on your device, and only fills it on the exact site it came from. Today it grows up for teams.

Otter Teams is for the problem that comes next: your team's keys live in Slack DMs, .env files and someone's laptop, and nobody knows where each one is deployed.

I've always worked remotely, always in small teams. For years I struggled with the same things:

• staying productive

• staying consistent

• doing the right tasks instead of the ones I enjoy

• getting my habits back after travel or a messy month

I thought I was alone in this, so I kept hacking my way to solutions. Here's what has actually worked so far.

Tomorrow, I m hunting my first product. I ve launched products here before, but this time I ll be on the other side, introducing someone else s product to the community.

Pretty excited to experience Product Hunt as a hunter for the first time!

Any advice for a first-time hunter?

We just crossed 300 GitHub stars on The GTM Co-Founder, so to mark it, we finally made a proper video.

The GTM Co-Founder is a set of open-source GTM skills that run inside your coding agent. It interviews you, builds a prioritised go-to-market plan, then works it with you one problem at a time. Not a library of playbooks you read. A co-founder that does the work with you.

I m convinced more people should be building their own tools even if they aren't perfect!

Building software has an advantage to other industries: you can iterate on the go, and things don't fall apart.

You just need to know the problem, and be willing to put some effort.

rhun 0.17.6 is out!

• Find in files now opens instantly.

• Git command tooltips, per-file actions in untracked folders, and live updates.

• Open projects in separate windows, with cleaner active tabs.

• Plus terminal and Windows installer fixes.

• Multiple UI/UX fixes from the community input (v.0.17.5)

A couple of recent conversations have shaped what we re building in Cloud World Model. One led us to model how provider API limits affect bulk updates. Another focused on whether workloads could recover within an EKS Spot interruption window.

Both came down to the same question: What happens if we make this change?

I maintain Termexo, an MIT-licensed Windows workbench for coding agents. Version 0.10.10 adds 19 local MCP tools for terminals, tasks and selected settings.

New Claude Code, Codex, OpenCode, Grok Build and Antigravity terminals launched in Termexo can automatically load the connection after you enable and apply MCP settings. Existing agent processes need to restart, and the desktop must stay open.

A practical first trial: ask termexo-desktop to list workspaces, with no terminal input or settings changes. Then read a test terminal you choose and create a draft task with acceptance criteria you can inspect.

The server starts disabled and listens only on loopback. Terminal, task and settings permissions are separate; settings access needs enabling. The stdio bridge reads the current credential for each request rather than putting the token in generated configuration.

After a lot of work significantly overhauling our web extension, I m excited to announce that we ve just released Magic Lasso Adblock v5.6, which makes it easier than ever to customize ad blocking directly in Safari.

The key feature of this release is a new Magic Lasso Adblock web extension.

Hey everyone

Just shipped Netfox 0.20.0 and this one adds something the app structurally could not do before.

CanGoal is an aesthetic goal-setting and habit-building app designed to make progress feel gentle rather than overwhelming.

Instead of an endless, flat to-do list that turns red when you take a rest day, CanGoal organizes your ambitions into visual jars called cans. As you complete daily steps, log focus time, or check in on habits, your cans visually fill up. Four illustrated companions (CanFriends) sit quietly alongside your goals to provide positive encouragement without sending aggressive, guilt-inducing alerts.

Key Features:

- Visual progress cans that show tangible incremental growth

We re fighting for top1 launch today!

Everyone, thank you so much for the support today! We re currently at number 1, with Voiskey and KiloCode right behind us. We honestly didn t expect such a strong start!