We just wrapped the Orbit Awards for AI Dictation and now we re moving to the next category: AI Automation.

This one is for the tools that actually do work for you clearing chores, running workflows in the background, or quietly taking over a chunk of your week without turning into another dashboard you have to babysit.

Hi community!
As the year 2026 unfolds, we have been exploring a few ideas to improve your reflection experience further.

Please vote for the feature you would like to see this year in Jots.

And feel free to add any feature we might have missed in the comments.

There are products I keep using when launching on Product Hunt -- products that help me craft beautiful assets, plan content distribution, and analyze results.

Here's my personal collection. How about you? What's your stack?

Gitmore lets you ask questions about your GitHub, GitLab, and Bitbucket repos in plain English. Instead of filtering PRs, scanning commit logs, or interrupting engineers: "What shipped last week?" "Who's been working on the API?" "Which PRs have been open longest?" "Summarize this month's releases" Plain English in, plain English out.

How it works:

Connect your repos via OAuth. We register webhooks. Every event gets normalized into a structured schema commit message, PR description, author, timestamp, files changed. The AI queries structured data, not raw text. PR descriptions and titles carry context that individual commits often miss.

Key features:

PRFlow helps teams do the opposite.

It s an AI agent that analyzes GitHub pull requests
so human reviewers start from a cleaner, clearer place.

Hey, Hunters

I just want to say thank you to everyone who supported the PingPrompt launch.

We finished #10 of the day and got featured on Product Hunt among 463 products launched yesterday. This means a lot, especially because this was PingPrompt s first public launch whitout audience, competing alongside some truly great apps.

We also gained 102 new followers, plus new trial users and subscriptions. Thank you for the trust and for taking the time to try something new.

Hey Product Hunt

Ray here Founder of NewOaks AI / EZsite AI, ex-TikTok PM, and a serial startup addict. This is our second launch of ChatRealtor, and honestly, it feels like the right time.

Why relaunch?

One of our founding partners previously built a startup that turned used car images into showcase videos, pushed them to social media, and eventually sold the company to eBay Auto for $20M. That idea always stuck with me.

When building AI agents with long-term memory, debugging is a challenge.

You know something was remembered but:
When was it created?
What replaced it?
Why is it being recalled now?

Why was it created as a memory in the first place?

Thank you to everyone who supported us during our Product Hunt launch

We finished #9 Product of the Day on a very competitive day, with some big launches happening as well. Even @OpenAI and @LiveDocs with very useful products was in the mix

We re genuinely happy with the traction so far. More importantly, we ve already welcomed our first international teams who are actively testing Intrascope in real workflows, which means a lot to us.

Intrascope was built to solve a real internal problem for our own team, and seeing others resonate with it confirms we re on the right path.

Every project on Bult.ai gets a ready to use public URL that works instantly, for example
https://blog.fin1.bult.app

You can also attach your own custom domain directly in the platform and expose services with branded URLs like blog.com.

Whenever I browse product launches, I somehow subconsciously judge not only the product itself and its quality, but also the quality that is reflected in the effort the makers put into preparing it.

It may sound insignificant, but in my case, these things also make a significant difference:

• Icon GIF at the launch it enlivens the overall impression and is dynamic

• Quality graphics and video

• First, a properly filled-out comment

• Photos in the makers' profiles (it's less trustworthy for me when there's only the letter "J" or something similar)

• Whether any of my contacts or acquaintances on the platform reacted to the launch

Hey everyone

Thank you again for the support on Alpie Core, and the feedback from this community meant a lot to us.

Since then, we have finally released Alpie, our most advanced product yet. A full AI workspace where you can now see Alpie Core working in real workflows, and not just isolated prompts. You can use the model with files and PDFs, run research, collaborate with others in shared chats, and keep long-running context organised.

If you were curious how Alpie Core performs beyond single queries, this is where you can try it hands-on.

I just want to say a huge thank you to everyone who tried Planelo after the launch and took the time to share feedback, suggestions, and bug reports.

I ve been going through all of it carefully and I m already working on a new update that focuses on fixing the most painful issues first and polishing the overall experience.
An improved version with these fixes will be live very soon

If you want to be part of shaping Planelo further, I d love to invite you to join our Discord community.
That s where you can:

• share feature ideas and improvements

• report bugs or UX issues

• discuss workflows and use cases

• influence what I build next

Hey all,

15 years ago I wrote an article about the rise of a more social web for Huff Post.

At the beginning, my reason was very simple: I needed a job and I genuinely liked the product.

I graduated with a Marketing degree, but I never felt like I belonged in agencies or similar environments. It just wasn t for me. At the same time, I didn t have much experience in tech either. So I took a leap of faith and applied for a Customer Support role, almost blindly.

The early days were tough. I had no technical background, no real understanding of how apps were built, and everything felt overwhelming. But the product itself became my motivation. I started from the most basic things: learning simple technical terms, understanding how an app is structured, and slowly exploring how everything works behind the scenes.

With Android coming next, Filo will work across iOS, macOS, Windows, and Android, with the same workflow and the same brain everywhere you open your inbox.

Our north star is still the same: Never miss what matters.

Not by throwing more notifications at you, but by making sure the important things naturally rise to the top, while the noise stays out of your way.

Most people love vibe coding until the app grows.

At some point, prompts stop being enough and everything starts to break:
features clash, logic leaks everywhere, and just ship it turns into rewrites.

Every AI builder eventually hits the same wall:

the AI builds fast, but it doesn t understand the product.

@Mnexium AI Now supports all three major AI providers!

OpenAI ChatGPT models

Anthropic Claude Models

We often see launch posts, milestones, and success stories.
What we don t see as much are honest breakdowns of products that quietly stalled or failed.

I feel there s a lot of learning hidden there about timing, assumptions, and trade-offs.

Marketing reports in 2026 don t have to be a chore. With ZapDigits, you can build marketing reports faster, use our drag & drop editor to arrange charts and metrics exactly how you want, and get co-pilot support to make reporting smarter. Share client-ready reports with a single link, spend less time on repetetive tasks, and enjoy our new catagorized sidebar and improved dashboards that make tracking and presenting data easier than ever.

With our latest ZapDigits update, you can:

• Build marketing reports faster

• Use Drag & Drop Editor

• Use AI Co-pilot support

• Share client-ready reports with a single link

• Spend less time on repetetive reporting tasks

• New catagorized sidebar

• Improved dashboards

This release doesn t add content - it sharpens the chaos.

What s new in v1.1:

• Improved pixel font + larger text for better readability

• Visible mute toggle on home & header (DMCA-safe for streamers)

• New Progressive mode: starts at 20 buttons, adds 15 each round

• Clearer win screen with sarcastic stat microcopy + bigger NEXT ROUND

• Share your shame helper text for easier bragging/suffering

• Short descriptions for modes & difficulty (no instructions, just vibes)

• Explicit disclaimer: this game is intentionally chaotic and unfair

• Per-round variation (movement, timing, micro layouts) without new mechanics

• Faster feedback (75ms transitions) no animations blocking clicks

• Better dark-mode visibility for button numbers

If you played earlier and felt confused in the bad way, v1.1 should feel confusing in the right way.

According to @Supabase's State of Startups 2025, founders follow newsletters like TLDR. 

ICYMI Product Hunt isn t just a launch platform. It s also a collective of newsletters. 

PRFlow doesn t just comment on a PR.
It explains why something matters.

It s an AI agent that reviews GitHub pull requests
and lets you chat with it about the logic behind each suggestion.

That turns review from a checklist
into a conversation about the code.

We built it so teams can move faster
without losing understanding.

There are plenty of tools that seem useful on paper, yet something makes us close the tab instantly.

Sometimes it s pricing, sometimes messaging, sometimes the onboarding feels unclear.

Often it s a gut feeling that s hard to explain.

1. Startup founders get lost in legal, accounting, and administrative tasks after incorporation, leading to stress and risks due to the lack of a clear, step-by-step plan.

2. The owner of a relaunched bar on the French coast cannot attract an audience in the evening due to the legacy of its past format (nightclub) and its isolated location.