Sunday, March 1

Tag: Reddit

What’s the most underrated way you’ve seen AI used for actual business tasks?
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What’s the most underrated way you’ve seen AI used for actual business tasks?

Everyone talks about AI for chatbots and image generation. But I've been finding the most value in boring practical stuff. Writing landing page copy, structuring email sequences, generating SEO content briefs, building out template collections. Not flashy, but it saves hours every single day. What's the most underrated or overlooked business use case you've found for AI tools? submitted by /u/RingoshiAmbassador [link] [comments]
I built a geolocation tool that can find exact coordinates of any image within 3 minutes [Tough demo 2]
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I built a geolocation tool that can find exact coordinates of any image within 3 minutes [Tough demo 2]

Just wanted to say thanks for the thoughtful discussion and feedback on my previous post. I did not expect that level of interest, and I appreciate how constructive most of the comments were. Based on a few requests, I put together a short demonstration showing the system applied to a deliberately difficult street-level image. No obvious landmarks, no readable signage, no metadata. The location was verified in under two minutes. I am still undecided on the long-term direction of this work. That said, if there are people here interested in collaborating from a research, defensive, or ethical perspective, I am open to conversations. That could mean validation, red-teaming anything else. Thanks again to the community for the earlier discussion. Happy to answer high-level questions and ...
Open-source quota monitor for AI coding APIs – tracks Anthropic, Synthetic, and Z.ai in one dashboard
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Open-source quota monitor for AI coding APIs – tracks Anthropic, Synthetic, and Z.ai in one dashboard

Every AI API provider gives you a snapshot of current usage. None of them show you trends over time, project when you will hit your limit, or let you compare across providers. I built onWatch to solve this. It runs in the background as a single Go binary, polls your configured providers every 60 seconds, stores everything locally in SQLite, and serves a web dashboard. What it shows you that providers do not: Usage history from 1 hour to 30 days Live countdowns to each quota reset Rate projections so you know if you will run out before the reset All providers side by side in one view Around 28 MB RAM, no dependencies, no telemetry, GPL-3.0. All data stays on your machine. https://onwatch.onllm.dev https://github.com/onllm-dev/onWatch submitted by /u/prakersh [link] [comments]
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