4. Sniffly also allows me to walk through all my previous instructions and model’s responses, and I can also share them with my collaborators if needed. Sniffly is open-sourced and can be used without installation uvx sniffly@latest init GitHub:
TOOLS
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Tracking AI improvements: practical challenges and real usage patterns
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Super helpful. Although, the tough part is tracking improvements on this kind of thing. But I also feel like that's where most people land in how they use AI.
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DraftWise Leverages Cohere Models for Secure Legal Search
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We design our enterprise AI models to help teams focus on strategic work—which is exactly what DraftWise is doing for lawyers. Using Cohere Command, Embed, and Rerank models via the @Microsoft Azure AI Foundry, DraftWise developed a tool enabling lawyers to securely search
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Perplexity Comet: Exclusive Access for Rundown University Members
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Comet is only available to Perplexity Max users ($200/mo) or free via an invitation code This post was NOT sponsored in any way (hence the honesty), but Perplexity did give me 500 free invites If you're a Rundown University member you can grab it here: https://
app.therundown.ai/perks/perplexi
ty-comet-early-access
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Comet Impresses as Leading AI-Native Browser Agent
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Overall, I'm impressed with Comet — it's the first agent (slash AI-native browser) that is actually sticking with me. It's very good for a beta product. I expect it to become even more useful with extended memory and longer, complex workflows The AI browsing wars are here
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AI Agent Scrolls LinkedIn Feed for You
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USE CASE 4: Grab highlights from social feeds
— Rowan Cheung (@rowancheung) 16 juillet 2025
If you don't want to ever open up LI, it can scroll your feed for you and tell you whats happening today
Getting an AI agent to doom scroll for you is a next gen life hack 😂 pic.twitter.com/SfxmhTS3mnUSE CASE 4: Grab highlights from social feeds If you don't want to ever open up LI, it can scroll your feed for you and tell you whats happening today Getting an AI agent to doom scroll for you is a next gen life hack
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Summarize YouTube Videos with Comet Browser Extension
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USE CASE 3: Summarize any YT video with a click
— Rowan Cheung (@rowancheung) 16 juillet 2025
You can summarize + chat with any long YT video and get key moments
This is also possible in Gemini, but having it in the browser means you can watch the video AND chat/learn with Comet in the side tab at the same time pic.twitter.com/U7lrVnCptXUSE CASE 3: Summarize any YT video with a click You can summarize + chat with any long YT video and get key moments This is also possible in Gemini, but having it in the browser means you can watch the video AND chat/learn with Comet in the side tab at the same time
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Google Cal and Gmail integrations for email and calendar management
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USE CASE 1: Email and Calendar management
— Rowan Cheung (@rowancheung) 16 juillet 2025
With the Google Cal and Gmail integrations, it can summarize emails, schedule meetings, and manager calendar events directly from the browser
It's weird that Google hasn't done this yet pic.twitter.com/GcQWriJldXUSE CASE 1: Email and Calendar management With the Google Cal and Gmail integrations, it can summarize emails, schedule meetings, and manager calendar events directly from the browser It's weird that Google hasn't done this yet
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Comet compares products and flights across tabs in real time
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USE CASE 2: Cross-tab product comparison
— Rowan Cheung (@rowancheung) 16 juillet 2025
If you're looking for a new product or looking for flights, Comet can compare tabs in real time
It's surprisingly fast and analyzes the reviews of the tabs too pic.twitter.com/jFzvITycaQUSE CASE 2: Cross-tab product comparison If you're looking for a new product or looking for flights, Comet can compare tabs in real time It's surprisingly fast and analyzes the reviews of the tabs too
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Perplexity Comet Agent Review: Workflow Integration Benefits
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Perplexity Comet is not like other agents I’ve been testing it all week, and it’s starting to actually *stick* Having in-page data context and plugging it directly into tabs makes it so much easier to add to my workflow An honest review with a few use cases (and caveats):