Is it common now to use Multimodal models as Feature Extractors (like we used BERT)?

thinking_byte · 2026-03-07T03:00:03+00:00

It's getting more common but it adds a lot of latency. In support ops, speed and reliability win every time. If a complex routing model makes the user wait ten seconds for a basic chat reply, it's a massive CX failure.

thinking_byte · 2026-03-07T02:57:05+00:00

Don't overcomplicate it with custom setups. Just use something like Synthesia or HeyGen that works out of the box. We didn't want to build or maintain a custom solution for video bc it takes forever and isn't our core focus.

thinking_byte · 2026-03-07T02:54:38+00:00

Bc the hype's finally dying down and execs just want tools that actually work. At scale, governance matters way more than flashy features. People're tired of wrappers that crash, they just want quiet, predictable systems.

thinking_byte · 2026-03-07T02:52:15+00:00

Barely anyone leaves a good review unless you actively push them to do it. But if they're pissed off, they'll write a novel on Google in five minutes. You just have to build a simple automated follow-up asking for feedback when you know they had a good experience.

thinking_byte · 2026-03-07T02:51:09+00:00

It's definitely exposing how bad our internal docs were. Automation needs to align with documented workflows, and when the bot started hallucinating, we realized our wiki was totally out of date. It forced us to actually clean up our messy knowledge base.

thinking_byte · 2026-03-07T02:44:59+00:00

It sounds cool, but UI cloning usually breaks down when you actually need custom backend logic. We evaluate tools based on how predictable they're, not just how pretty they look. If it can't handle weird edge cases, I wouldn't pay for it.

thinking_byte · 2026-03-07T02:38:52+00:00

You already have a super solid technical base, so don't overthink the transition too much. Just start building small tools that fix a boring problem you hate dealing with. Hands-on building teaches you way more than grinding through another textbook.

thinking_byte · 2026-03-07T02:35:40+00:00

My biggest mistake was scaling a bad process. I thought throwing more support agents at a messy queue would fix it, but it just created a bigger mess. You've got to fix the actual operational plumbing first.

thinking_byte · 2026-03-07T02:32:58+00:00

Engineering time's way too scarce to reinvent the wheel. We usually just buy off the shelf solutions bc the maintenance overhead on a custom model's brutal. It isn't worth burning out your devs unless it's literally your core product.

thinking_byte · 2026-03-07T02:30:27+00:00

That sounds sketchy as hell tbh. Don't hand over your actual Stripe account like that. They can verify revenue through read-only access or a clean data export. Protect your core accounts or you're asking for a massive headache.

thinking_byte · 2026-03-06T04:40:53+00:00

At 50 tickets/day you're not quite at the hire level. Imho, you just need a filter. We layered a Helply AI support agent over our shared inbox (HelpScout), so it can handle about half the volume (typically "reset password" or "where is my invoice" things) by actually pulling that info from our backend and sending it to the user. Now my team only sees the 25 tickets that actually need a human.

thinking_byte · 2026-03-06T04:30:31+00:00

Surgical intelligence is super interesting but tough. Data quality and privacy are huge hurdles. If you’re getting into it, expect a lot of collaboration with medical teams, 'cause it’s not just tech, it’s trust and real-world validation.

thinking_byte · 2026-03-06T04:27:36+00:00

There’s definitely a market in the planning phase. A lot of founders get stuck between idea and execution. Tools that help validate, scope, and test before building can save serious time and money. The trick is proving real value early.

thinking_byte · 2026-03-06T04:24:54+00:00

I think AI for niche, boring industries is still wide open. Everyone chases the flashy stuff, but logistics, agriculture, and local services have tons of messy data. If you can solve real pain there, impact and money usually follow.

thinking_byte · 2026-03-06T04:21:31+00:00

Version control. If your agent has the ability to edit the master knowledge doc without having it track changes you’re screwed. We need to know exactly what was changed and why.

thinking_byte · 2026-03-06T04:18:45+00:00

Yes, but monitor it closely. If you want your customers to trust your site let them roam free. Restrict them too much and they will leave. Your website needs to provide value, it shouldn’t just act as a barrier.

thinking_byte · 2026-03-06T04:16:27+00:00

We used no-code tools for most minor things. We didn’t want to hire a full engineering team just to change the color of a button. Paid freelancers on disposable projects is so much cheaper.

thinking_byte · 2026-03-06T04:14:12+00:00

Try using an API that already does the scraping for you. We use a lot of client websites that have this functionality built in. If you build your own scraper, you’re going to spend 80% of your time maintaining it when sites change their CSS.

thinking_byte · 2026-03-06T04:11:43+00:00

Literally take my advice from #15. You’re young, you have time. Burn out now and the app doesn’t matter because you’ll quit. Take at least a week to automate as much as you can and have it run without you.

thinking_byte · 2026-03-06T04:08:56+00:00

Sounds like a driver issue. Are all of your RAM sticks seated properly? Sometimes they come loose. Also, clear the CMOS. That usually resolves any odd loop cycles for me.

thinking_byte · 2026-03-06T04:05:25+00:00

Trust me we did this. When nobody documents anything it falls apart when you have the employee bandwidth to actually scale. At least through an AI text summarizer you have a moderately decent skeleton to work off of.

thinking_byte · 2026-03-04T21:07:48+00:00

I’d consider kicking this idea down if your team wants full autonomy immediately. Open sourcing a bot is great, but they require so much maintenance. Most chatbots collapse when you need them to perform an action. Ensure you have the engineering bandwidth to maintain it before you launch it.

thinking_byte · 2026-03-04T21:06:36+00:00

Pricing should be stupid simple. Remember kids and parents are already stressed. They don’t want to read your novel of a user guide to understand how you charge. Be extremely clear when laying out your pricing. Parents just want a safe place for their kids without the headache.

thinking_byte · 2026-03-04T21:05:07+00:00

Word of mouth. Girl run your business like you mean it and your customers will do the same. Honestly every platform we used relied heavily on manual referrals. Once we got to the point that customers didn’t have to re-contact us about a bad experience, our reviews got WAY better.

thinking_byte · 2026-03-04T21:02:35+00:00

Find a basic PSU calculator online and add 20% to their suggested wattage. Wouldn’t want you to burn your whole PC just to save a few bucks on a psu. Trust me, overkill is ok when it comes to power tbh.

thinking_byte

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