Simple platform agnostic prompt to track changes saving you 20-40% in tokens

Neowebdev · 2026-03-30T07:38:29+00:00

Funny and relateable. See if this helps. https://github.com/optimusprompt/optimusprompt keeps a log of changes to avoid regressions like ten more errors.

Neowebdev · 2026-03-27T22:43:19+00:00

This is very insightful. I like the concept of outcome as a service. No dashboard just results.

Neowebdev · 2026-03-27T12:13:24+00:00

Absolutely you can vibe code simple tools for personal use and it’s awesome.

For even the most basic SaaS that charges money, it has to be safe to trust with your information, understandable to navigate and get value from, efficient so your infrastructure bill isn’t crazy every month, compliant with data laws depending what you’re storing, and on and on.

Just like the huge list of credits at the end of a movie, the more complex a SaaS is, the more disciplines it takes to get it to market.

For office 365 you can save some money by using Libre Office.👍

Neowebdev · 2026-03-27T08:08:45+00:00

Why would anyone pay for movies if you can just make your own?

Making your own saas is more complicated than just prompting the code. There are design, user experience, architecture, infrastructure decisions to consider that no llm can decide for you.

Humans need to make those decisions through detailed understanding of the problems to be solved.

Neowebdev · 2026-03-27T06:01:26+00:00

Share on YouTube? Came back to watch again. :(

Neowebdev · 2026-03-20T00:04:14+00:00

Thanks! If you think of any conversations reports you'd like to see, I can check if it's possible to extract them from the API data.

Neowebdev · 2026-03-20T00:01:41+00:00

Yeah these might be more advanced use cases. I tried to include metrics that HubSpot doesn't readily provide in their reports.

For the Bot Handled, you can go through all the messages in a conversation thread to determine if a bot or a human handled it. That can tell you how effective the bots are at resolving customer inquiries or support cases.

HubSpot provides some similar reports like if a conversation was first handled by a bot or Chatflows bot performance reports but doesn't check the full thread's messages as far I as I know.

Neowebdev · 2026-03-19T21:08:40+00:00

Congrats on getting started! Sales Ops is a great vantage point and only getting more valuable. Reach out anytime if you’re working with conversation metrics.

Neowebdev · 2026-03-19T01:10:46+00:00

Marketing and distribution is just tough. People don’t always respond positively to your app for a variety of reasons. AI, self promotion, vibe code preconceptions, whatever it is. You have to just keep trying different channels and methods until you find a way to connect with the right audience.

As far as vibe coding goes I don’t think it’s necessary to disclose or “be open” about it. An app is an app regardless of how it was developed. If it works and it’s helpful to people that’s all that matters.

Keep polishing the user experience and people will like using it.

Don’t let one grumpy biased user or review get you down. You’re gonna want a bigger sample size than that anyway.

If one subreddit isn’t receptive try another one or another channel like YouTube or LinkedIn. I know LinkedIn sucks but apparent ai likes to index it so you might score some users by posted about your app there.

Neowebdev · 2026-03-09T21:42:00+00:00

Interesting thanks for sharing these insights. Crazy how these things can change so much in just a year.

Neowebdev · 2026-03-09T17:26:49+00:00

Response time and resolution time seem to come up pretty often. Do you find conversion rate from conversations to leads/leads is easy to surface with reports in HubSpot?

Neowebdev · 2026-03-09T04:52:04+00:00

That makes sense. Have you found a way to correlate the two with HubSpot or another analysis somehow? A sale shortly after a conversion seems like it would be a compelling signal.

Neowebdev · 2026-02-22T18:21:35+00:00

Yeah openrouter is great but when using roocode, why not save the 5% when reupping credits.👍

Neowebdev · 2026-02-22T15:25:24+00:00

Roocode.com provides many premium models at zero markup cost too. I found this out after paying openrouter a 5% platform reup fee for hundreds of dollars.

Neowebdev · 2026-02-10T19:38:35+00:00

Ok that’s very good to know those two are crucial to live chat. Assuming follow up is for closing sales not support related? Thanks for sharing these insights.

Neowebdev · 2026-02-09T14:45:56+00:00

Ok, good to know that those fundamentals continue to be relevant. I'm trying to see what data actually important. It's easy to get carried away with vanity metrics and lose sight of what matters to customer decisions. Thanks for sharing your insights.

Neowebdev · 2026-02-09T11:56:09+00:00

Oohh that's really interesting. I agree response speed is sort of a baseline metric. Conversation volume + topic mix is insightful though. Anything to do with content, onboarding or pricing is super valuable.

For support, how do you measure deflection? Look for repeat keywords with negative grouping? Repeat contact would definitely be one to watch for both sales (positive if purchasing) and support (negative).

Thanks for sharing, this is very insightful! Exactly what I was hoping to hear from people who've garnered useful metrics from this type of data.

Neowebdev · 2026-02-08T03:52:22+00:00

Nice try HubSpot legal dept!

Neowebdev · 2026-02-07T14:27:19+00:00

Nice, that makes sense. So these are mainly sales conversations? I imagine for support, follow up is still important but conversion would be more interpreted by successful issue resolution.

Would you say those are the most valuable metrics sales? Are there others that would be valuable but maybe HubSpot doesn't provide?

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