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.

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

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.

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.

Many products start as experiments built at night or on weekends.

At first, there s no pressure just curiosity and momentum.

But at some point, expectations creep in: users, revenue goals, support, roadmap decisions.

Most AI apps eventually hit the same wall. They forget users unless you build a ton of infrastructure first. This means every AI dev eventually will end up building this infra to provide the best user experience needs for their agent and app.

What rolling your own really means:

• Vector DBs + embeddings + tuning

• Extracting memories from conversations (and resolving conflicts)

• Designing user profile schemas and keeping them in sync

• Managing long chat history + summarization pipelines

• Juggling different formats across OpenAI, Claude, etc.

• Hosting, scaling, backups, monitoring

The idea is simple: pick a vibe upload a selfie get a consistent pack of share-worthy pics in minutes.

Works great for: profile pics, dating apps, UGC, new year / glow up content, and just having fun.

There s a Free plan, so you can try it instantly.

MUJO Photoshoot is also part of MUJO an AI Visual Studio, where we re building more mini-apps for social + ecommerce.

Proximity Lock System ranked #4 Product of the Day on Nov 15, really grateful for the support and feedback.

Building this CLI reinforced how much people still value simple, reliable tools that quietly do one thing well.

This was the second launch of Proximity Lock, and I m continuing to iterate based on real usage feedback.

Bult.ai lets you deploy production-ready databases with automated backups and monitoring directly from the Canvas UI using built-in templates or custom images.

Supported out of the box:
PostgreSQL
MySQL
Redis for caching and queues
MongoDB
500+ additional databases available from Docker Hub

Example: Deploy PostgreSQL
Select the PostgreSQL template
Choose compute size and volume
Click Create and get a ready-to-use connection string

No manual server setup. No DevOps overhead.
Databases ready in minutes.

LinkedIn officially shared the job titles that started appearing more often, and with the rise of AI, the market is restructuring.

The actual top 10 roles that have seen the biggest rise in listings (in the U.S.) are:

1. AI engineers Engineers developing and implementing AI models that perform complex tasks

2. AI consultants and strategists - Helping organisations plan and implement AI technologies to improve operations

3. New home sales specialists Which sounds like a rebranding or real estate agent

4. Data annotators Labelling and reviewing data for AI projects

5. AI/ML researchers Designing new AI models and systems

6. Healthcare reimbursement specialists Ensuring healthcare providers are getting correct and timely payments

7. Strategic advisors and independent consultants Which seems like a pretty broad-ranging segment

8. Advertising sales specialists You re reading a marketing blog, I assume you know this one

9. Founders Not sure this can be listed as a job title in itself, but LinkedIn s keen to highlight how people are shifting to their own businesses

10. Sales executives

Since I haven't been able to meet my work goals very well in the last few quarters, I now plan to approach them more systematically and not push myself too hard on work goals, as that ultimately led to problems that made my plan less sustainable.

So here is my structure and list:

Big one this week: Shareable Travel Stats (from timeline)
Want a "countries I've been to" map?

Yesterday, I came across a job posting from a specific SF company that offered Yesterday I came across a job posting from a specific SF company that offered a salary of 250k 1M (including equity), but realistically, I don't think they have that money; they're just grinding to satisfy investors and succumb to too much hustle culture.

Requirement: be available on-site from 9 AM to 9 PM 6 days a week in the office (and I bet even Sunday would be dedicated to meeting some team members in "free time"). In addition, they were willing to hire those who would relocate to SF.

If you use an Apple Watch, let s talk about the complications we actually use every day.

I ll start with the one I check the most.
For me, it s the Day and Night complication from Weather mini.

I am a product designer, not a coder, and so "lowcode" code editors leave me lost. It simply takes too long to ask Claude to step-by-step me through anything I want to do.
I have projects in the works in Lovable.dev and Medo.dev, Anything and Dazl - but yet to get things to work after migrating them to Vercel breakl out of the co-branding that these app-builders like to sneak in (notice the rainbow you see here and there on Lovable-built sites, even whn they use their own domain...?)
Gemini's suggestions:
AI code generation is prone to the "90% Problem," where the final 10% of polish requires significant manual intervention.  

• Bolt.new: Users report that while blazing fast (app skeleton in 20s), it often "shits the bed" when projects get complex, leading to massive token consumption to fix errors .

• Lovable: Praised for UI aesthetics, but its 7-message memory limit leads to "recency bias," causing the AI to get "drunk" on different approaches during long debugging sessions .

• Tempo Labs: While it provides excellent planning features (PRDs and diagrams), some users have reported that its export to GitHub is unreliable, providing only "fragments of code" rather than a full app .

• Blink.new: Emerging as a smoother alternative for full-stack builds, handling authentication and backend integrations with fewer breaks than Bolt .

Strategic Implementation Path

1. Selection (Phase 1): Use Dyad.sh or Anything if you want the most stable backend/auth foundation .

2. Generation (Phase 2): Build your MVP on the Pro tier for 1 month (~$19-$25). Use Discussion Mode to plan changes without burning credits .

3. Sync & Export (Phase 3): Sync your project to a private GitHub repository immediately .

4. Deployment (Phase 4): Connect the repo to Cloudflare Pages for free, unlimited bandwidth or Coolify on a $5 VPS for total control .

5. Refinement (Phase 5): Use Cursor (locally) for further edits. It provides a full IDE environment with better project context for $20/month, allowing you to maintain your "clean codebase" without builder overhead .
   I then asked, about a cheap solution starting with Baidu's Medo.dev - because Medo gives us many credits to start, 100 more/day free, 20 more for 20 clicks on other's projects... So you can build a lot, download, but then have to sort out login and other backend problems. Possible, but takes some doing.
   Gemini's response:

   1. In Supabase Dashboard: Go to Authentication > URL Configuration. Change the "Site URL" from http://localhost:3000 to your actual production domain (e.g., https://your-app.com).

   2. In Vercel Dashboard: Go to Settings > Environment Variables. Add a new variable called NEXT_PUBLIC_APP_URL and set its value to your domain. This tells the backend where to send users when they click the email link.

   3. In Cursor: If the error persists, open your project in Cursor and ask the AI: "Search for all instances of 'localhost:3000' in the authentication logic and replace them with the environment variable for the site URL.".
      But what about you? What is your process if you are no-code building and shipping?

I ve been so heads-down building, I completely lost track of the calendar. I woke up this morning, checked my notifications, and realized Datastripes Lens is live on Product Hunt... and it s actually going super well!

If you haven't seen it yet, Datastripes Lens is your personal data analyst, right in your browser.

Hey PH community! As we all rely on video calls more than ever, I'm curious about your biggest frustrations with tools like Google Meet, Microsoft Teams, Jitsi, or even the infamous Cluey. Do clunky interfaces, poor AI integrations, or a lack of admin controls (like forcing video on for interviews) drive you nuts?

I'm thinking about adding video chat to Blimp (getblimpy.cloud), our AI-native productivity suite. Imagine an AI assistant that quietly takes minutes in the background (non-intrusive), auto-generates bullet-point actions as tasks in your project hub (ditching those sloppy AI emails), plus admin perks like mandatory video, global audio muting, and background video effects that don't slow down your video.

What are your top video chat pain points? Share below your ideas could shape this!

1. Recently, several small bloggers have talked about ProblemHunt: a few from the USA, a few from Spain, and one from France. And we noticed an obvious thing: traffic from these countries, although not much, has started to grow.

2. But the most important thing is that people from these countries have started sharing problems more actively. For example, in the last month alone, France has already submitted 4 problems, three of which were published yesterday and today.

The github repo can be found here: https://github.com/basejump-ai/b...

A little more history on what led us to this point. We started working on Basejump in 2023 and always had the goal to eventually open source. It took us almost 3 years, but we're really happy with what we're giving to the community.

One memory across 30+ agents

Switching between different AI models should not force you to endlessly repeat your information again and again.

We decided 2025 would be the last year that people spend 5+ hours/week in endless context repetition loops. Hence emerged AI Context Flow, #1 product of the day with ~2000 users now!

But 2026 is going to be even better. Today, I'm excited to announce our biggest update yet: Pluto (can you guess the wordplay here? )

Meow world, welcome back to The Breakpoint, a weekly thread on all things dev tools on Product Hunt.

The latest

Recent dev-first products launched on the site

Hey folks,
Hope everyone had a good relaxing Happy New Years!

Here's what we're shipped recently:

• Support for select/radio/checkbox fields (more betterments coming soon!)

• Alternate fill modes that trigger superfill.ai autofill directly from form fields & context menu without the need to open extension UI.

I'm not actually a user of these glasses, but I'm always interested in what's new, and I have to say that Meta is really putting a lot into this project.

For 2026, it comes with the following:

Glasses are not full AR, but Meta's first with a heads-up display

Hey Product Hunt makers

We re excited to share that FlexClip Magic Edit is officially scheduled to launch on January 8th, 2026

So I've been a solo founder for almost 3 years, first two years was a b2b company and a lot of sales, meetings and "people to people work".

This year its been a lot more me and my computer when starting a tech/ai company. which have really tested me and my sanity...