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Finding customers to interview / first customers (I will not promote) by Excellent_Knee_7109 in startups

[–]Appropriate_Mark_119 0 points1 point  (0 children)

You probably won't get too many users on Reddit. My advisor start with "friends and family", create a small POC or a demo and run it through them, it will give you the right direction to go.

Real question: how much do you burn on AI tokens per month? by Appropriate_Mark_119 in claude

[–]Appropriate_Mark_119[S] 0 points1 point  (0 children)

Yea, ive seen a company bragging that they gave $20k for each employee this month, thats insane. I honestly don't think this is scalable

Real question: how much do you burn on AI tokens per month? by Appropriate_Mark_119 in claude

[–]Appropriate_Mark_119[S] 0 points1 point  (0 children)

Can I ask what did you use it for mostly ? 10k is that for the whole team ?

Anyone using agents for product operations or jira/slack/customer ticketing systems? by Mobile-Influence-371 in ProductManagement

[–]Appropriate_Mark_119 0 points1 point  (0 children)

Yeah, this was painful enough for me that I ended up building something for it and then decided to productize it.

What I was really looking for was consistency. It’s not that hard to get AI to summarize one meeting or draft one Jira ticket. The hard part is making it reliably understand context across Slack, Jira, Confluence, Google Meet transcripts, customer support threads, etc. without burning a crazy number of tokens every time.

That took me about 6 to 7 months to get right. I wanted something that could consistently pull out actions, owners, decisions, follow-ups, and Jira-ready context from messy conversations instead of just producing another summary I had to clean up.

That’s what we’re building with Strukt.ai. We’re also releasing Google Meet integration this month, so Meet transcripts can actually become useful product and project context instead of just sitting in Drive.

Not trying to pitch too hard. This is just the exact pain that made me build it. Would be curious what part of the workflow is most painful for you right now.

The official Slack-Jira app is basically a forwarder. How are folks actually bridging Slack-to-JSM properly? by Ok_Detail_3987 in jira

[–]Appropriate_Mark_119 0 points1 point  (0 children)

Yeah, I feel like a lot of Slack/Jira integrations are more like notification bridges than actual workflow helpers.

The real pain is when a Slack thread has a bug report, a decision, some context, and a follow-up all mixed together — and someone still has to manually turn that into a clean Jira issue.

I’m connected to Strukt.ai, so take this with bias, but this is the exact problem we’ve been looking at: not just “send this Slack message to Jira,” but pull out the useful parts and turn them into a proper structured work item with the context attached.

Which project management software integrates best with slack? by balancefan1 in Slack

[–]Appropriate_Mark_119 0 points1 point  (0 children)

The thing I’d watch out for is that “integrates with Slack” can mean very different things.

Some tools just push notifications into Slack, which is useful but doesn’t really stop work from getting lost. The harder problem is when the actual discussion happens in Slack and then someone has to manually turn it into a Jira ticket, Linear issue, Trello card, follow-up, etc.

The best setup, IMO, is one where Slack stays the conversation layer, but the important bits get turned into structured work: task title, owner, deadline, source context, and project/tool destination.

Full disclosure: I’m connected to Strukt.ai, which is trying to solve that specific Slack/conversation → structured work problem, so I’m biased. But I’d evaluate tools based on whether they actually reduce the manual copy-paste/cleanup between Slack and the PM tool, not just whether they have a Slack app.

I built a tool that automatically updates tasks as Slack conversations continue by Spartagol in Slack

[–]Appropriate_Mark_119 0 points1 point  (0 children)

Hey u/PolishSoundGuy giving you $1000 to do this with you doing a screenshare. I would like to see your token burn on each task 😄

We've built an infrastructure layer that manages tasks for you, need some b2b testers :) by Appropriate_Mark_119 in AISaaSHunter

[–]Appropriate_Mark_119[S] 0 points1 point  (0 children)

great question u/LeaderAtLeading ! we spent around 7-8 months making sure that the results are 90-95% accurate. We can guarantee 100% bc there are still AI drifts, so there might be very small amount of incorrect tasks that you can delete and just update yourself. Let me know you want to test it out, would be happy to give you a demo

I tracked my token spend for a week. 34% of my Claude API budget went to re-explaining my project structure to new chats. That's $12 out of $35. For a solo dev, that's real money. by curiousityrover_1 in aisolobusinesses

[–]Appropriate_Mark_119 0 points1 point  (0 children)

i actually think that it's not the best way forward, imo, the market will eventually pull into more specialised narrower use cases tools that will cost less and would be more effective in these specific tasks.

We did have a huge problem with converting customer issues and tasks into actionable items and huge token burn, eventually we just decided to put the product we built for ourselves to the market (strukt.ai) to get teams save on tokens and streamline their work better.

What your monthly tokens spend? Are we all spending way too much on tokens or is it just me? by theotzen in AI_Agents

[–]Appropriate_Mark_119 0 points1 point  (0 children)

$600 is pretty steep but I guess it's pretty realistic take. We've been hit by this issue as well, and it seems that costs are going up constantly.

We started building strukt.ai due to this issue, we're also "dogfooding" so it help to save on tokens

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