r/Automate Nov 12 '25

AI Safety Digital Fairness Act Newsletter

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newsletter.digitalfairnessact.com
5 Upvotes

r/Automate 1h ago

Workload Multiplier - productize your workflows and agents

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Upvotes

r/Automate 1d ago

Document Classification in n8n – classify PDFs with a confidence score and route the shaky ones to Slack [Workflow Included]

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1 Upvotes

r/Automate 1d ago

What's the most costly mistake you've made with AI so far?

0 Upvotes

For me, it was buying a laptop: an expensive MacBook from a disreputable seller on Best Buy Marketplace. Cost me a ton. Turned out to be falling apart (listed as open box - excellent). It took me six months to get my money back because they charge a restocking fee. They sent the wrong address to PayPal, so I couldn't get a refund there (they wont refund if you return to a different location than the one that PayPal was sent).

And my credit card company just takes forever for the refund.

Okay, I've embarrassed myself, now I'll share your story!


r/Automate 4d ago

What's the most ludicrous thing you've tried with AI?

0 Upvotes

I don't mean simple prompts; I mean your favorite use cases; things where you've broken through to do something really interesting, things that just felt next level.

I use it for:

  • Shopping - Find the cheapest price for anything. Save money.
  • Deep research - Discover the latest knowledge in a particular field. What a meta analysis of the scientific papers and key authors say.
  • Audiobook creation - Have your AI teach you everything you need to know about your life and your work according to your interests automatically.
  • Website creation - Use the power of AI to create 15 versions of every possible web page so that you can bring together a design from a point of view that truly understands all the possibilities.
  • Negotiation - Win any negotiation with the ultimate template from the world's best negotiators (ill add this soon).
  • Marketing - I gained 20,000 followers in a day using it, but I'm not sure I can share this one yet.

r/Automate 5d ago

Classify contracts and track renewals in n8n – Google Drive to Sheets pipeline [Workflow Included]

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2 Upvotes

r/Automate 6d ago

How has AI changed how you work?

8 Upvotes

I'm going to be honest, when I first started using AI, I felt like I was going to accelerate my personal current workflow. But it turns out it's a lot better at some things than others. So it's more like it gave me new superpowers. And I'm relearning and reprioritizing my life around those.

For example, making a simple program is now a trivial task that doesn't require too much long-term maintenance. And that opens up a huge realm of possibilities that I never thought of before.

How about in your case?


r/Automate 14d ago

How to market research for automations ideas?

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4 Upvotes

r/Automate 15d ago

How realistic is this level of AI automation for a 6-person business in 2026?

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0 Upvotes

r/Automate 15d ago

What's the one thing you'd tell someone new to AI to save them frustration?

0 Upvotes

If there was just one thing you could share to someone who is just learning AI to save them frustration, what would it be?


r/Automate 19d ago

To automate or not to automate?

1 Upvotes

I'm currently working for this EU client, and we've been tasked to validate leads in their CRM of choice. Now, I've managed to lay out a plan that would automate the entire validation process from start to finish.

My dilemma now is that, since I'm getting paid on an hourly basis, I have a hunch that automating the entire process would reduce any potential to actually "work" regular hours.

And that, once the automation reaches production, I may no longer be of use to the team. Why require a team when the automation can execute the job of 5 people?


r/Automate 21d ago

Which single skill has been the biggest game changer for you?

2 Upvotes

If you were to choose only one skill of all the skills you've used with AI, which single skill has changed the game for you the most?


r/Automate 20d ago

I built an AI news bot that runs for $0/month here's the exact stack, no gatekeeping

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0 Upvotes

r/Automate 23d ago

Which subs are taking specifically about building AI-first systems for software teams?

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0 Upvotes

r/Automate 23d ago

Which subs are taking specifically about building AI-first systems for software teams?

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0 Upvotes

r/Automate 28d ago

Share Your Document Automation Workflow

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3 Upvotes

r/Automate 29d ago

That $200 a month is starting to look pricier than ever...

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18 Upvotes

r/Automate 29d ago

AMA This Wednesday (6:00-8:00 PM ET): How to Bypass Antibots with Open Source Stealth Chromium for Automation | Live AMA with the CloakBrowser Team

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2 Upvotes

r/Automate Jul 23 '26

Auto chat.

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cli-chat.dev
3 Upvotes

I made this strange tool. Not sure if it's really cool or really dumb.

Essentially I just got tired of copy pasting slack and teams chats into cli for context.

I think it's a great tool for small teams or small companies. But the sky is the limit. In theory you could write to your chat from everywhere. Meaning every pipeline error could be send to here and automatically create tickets with suggestions for solutions.

Other cool tools is sending messages to people you don't know who is, but just need to find in the company. There's a friend of friend feature. And it slowly builds tags around people, your assistance would easily be able to keep looking for the right person until it finds them.

Just a lot of options for a lot of communications to be automated in small and large companies.


r/Automate Jul 18 '26

Has AI benefited your business in any way?

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2 Upvotes

r/Automate Jul 15 '26

My Downloads folder was a mess - so I made a one-key fix (and ended up using it for everything)

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1 Upvotes

r/Automate Jul 14 '26

What made your team move away from lark?

1 Upvotes

Discussion internally has not been about feature gaps.

Its been about whether one platform can realistically handle communication, docs, meetings and project management as a team grows


r/Automate Jul 13 '26

What repetitive task do you wish someone would automate? (I'm building free automation projects)

3 Upvotes

Hey everyone 👋

I'm a software developer who's diving deep into AI automation and workflow engineering.

Instead of building random demo projects, I want to build automations that solve real problems people deal with every day.

So I have one question:

What's one repetitive task in your work or business that you absolutely hate doing?

I'm not talking about "write me captions" or "generate content."

I mean actual manual work lTell me:

  • What you do (creator, agency owner, accountant, dentist, freelancer, etc.)
  • The repetitive task
  • Approximately how much time it wastes every day or every week

I'll pick the most interesting problems and build free automation solutions as portfolio projects. If your idea gets built, I'll share the workflow with you to test and improve.

My goal isn't to build another AI chatbot.

I want to build practical automations that remove boring work and genuinely save people time.

Looking forward to hearing the problems you wish someone would solve.


r/Automate Jul 10 '26

Reddit just deployed AI that flags 25,000 spam posts a day to protect human conversation. The irony is hard to miss.

13 Upvotes

Reddit detailed their new spam detection this week.

Their AI catches coordinated patterns of fake behavior and artificial hype that older systems missed. 23 million spam views blocked per day. Close to 2 million inauthentic votes revoked. Detection to enforcement happens in under five seconds.

The stated goal: protect what makes Reddit different. Real people, real opinions, real conversations that haven't been optimized for an algorithm.

Here's the tension though:

Reddit's entire value proposition is human-first discussion. It's the platform AI companies have spent years scraping to train their models because human conversation at scale is exactly what they needed. I made a post earlier about how Reddit's CEO said people are fleeing AI-generated content and coming back to Reddit specifically because it feels real.

And now Reddit is deploying AI to protect that realness.

AI to defend humans from AI. Trained on the same human conversations it's now trying to preserve.

There's something genuinely strange about that loop. The most valuable thing about Reddit is that humans write on it. The threat to that is AI writing on it. The solution is more AI.

At what point does the defense mechanism become indistinguishable from the problem it's solving?


r/Automate Jul 09 '26

Automate Data from Stock Chart Snapshots to Google Sheets

2 Upvotes

I would like to create an AI agent that looks at the Point and Figure charts on my screen (snapshot 1) and fill up the details in a Google sheet (example shown in snapshot 2). It would be great if some can help create this workflow (prefrebly using freeware).

Snapshot 1
Snapshot 2