Timeln

Memory vs RAG: Why Knowledge Graphs Win 🎯 We put our Timeln Search to the test against traditional RAG (Retrieval-Augmented Generation) solutions. The Challenge: "What tool do I have for building mobile apps?" The Results: ❌ RAG: Generic, scattered results from vector database search ✅ Timeln Search: Exact product name delivered instantly The Difference? Our Memory feature uses connected notes powered by knowledge graphs—not just vector embeddings. This means your information is stored with context, relationships, and meaning intact. While RAG solutions rely on similarity matching, Timeln Search understands the connections between your notes, delivering precise answers when you need them. Ready to experience the difference? Check out Timeln at timeln.app #ProductivityTools #KnowledgeManagement #AI #RAG #KnowledgeGraphs #ProductivityHacks

"The primacy of memory is true first of all in terms of the history of the species." And the goal is to achieve that primacy again with the second brain.

We redesigned the 𝗠𝗶𝗻𝗱𝗦𝗽𝗮𝗰𝗲. 𝗠𝗶𝗻𝗱𝗦𝗽𝗮𝗰𝗲 is a focused interface where you explore 𝘰𝘯𝘦 𝘵𝘰𝘱𝘪𝘤 𝘢𝘵 𝘢 𝘵𝘪𝘮𝘦 -automatically curated by Timeln. Think of it like a smart folder for a single idea, bringing together all related content in one place. Inside MindSpace, you can view the topic from multiple angles and uncover hidden patterns you might otherwise miss. Jump in and explore one idea at a time timeln.app

"UI is pre-AI": Timeln's new Autonomus mode moves browsing interfaces beyond manual tagging and folders by automatically capturing the context and intent of what you read. Read the full story here: https://lnkd.in/drXhUuFf #secondbrain #ai #saas

We shipped Timeln Extension this week 🚀 𝘼 𝙗𝙧𝙤𝙬𝙨𝙚𝙧 𝙚𝙭𝙩𝙚𝙣𝙨𝙞𝙤𝙣 𝙩𝙝𝙖𝙩 𝙩𝙪𝙧𝙣𝙨 𝙮𝙤𝙪𝙧 𝙗𝙧𝙤𝙬𝙨𝙞𝙣𝙜 𝙞𝙣𝙩𝙤 𝙖𝙣 𝙞𝙣𝙩𝙚𝙡𝙡𝙞𝙜𝙚𝙣𝙩, 𝙨𝙚𝙖𝙧𝙘𝙝𝙖𝙗𝙡𝙚 𝙩𝙞𝙢𝙚𝙡𝙞𝙣𝙚. 𝗧𝗵𝗲 𝗙𝗹𝗼𝗮𝘁𝗶𝗻𝗴 𝗕𝘂𝘁𝘁𝗼𝗻 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 Meet your new brain companion: a beautiful, draggable floating orb that lives on every page. One click to save anything. Drag files onto it. Position it anywhere. It's always there when you need it, never in your way. 𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝗠𝗼𝗱𝗲: 𝗬𝗼𝘂𝗿 𝗔𝗜 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁 Here's where it gets interesting. Timeln doesn't just wait for you to save things, it 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁𝗹𝘆 𝗰𝗮𝗽𝘁𝘂𝗿𝗲𝘀 𝘆𝗼𝘂𝗿 𝗯𝗿𝗼𝘄𝘀𝗶𝗻𝗴 𝗯𝗲𝗵𝗮𝘃𝗶𝗼𝗿 in the background. 𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝗺𝗼𝗱𝗲 watches how you engage with content: - Detects when you're reading articles (Medium, Substack, blogs, research papers) - Monitors your scroll depth and time spent - Automatically saves articles you're genuinely engaging with - Works natively across platforms (GitHub repos, YouTube videos, LinkedIn posts, Twitter threads) No manual bookmarking. No "save for later" lists. Just 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁, 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗯𝗲𝗵𝗮𝘃𝗶𝗼𝗿 that learns what matters to you. 𝗧𝗶𝗺𝗲𝗹𝗻 𝗶𝘀 𝗻𝗮𝘁𝗶𝘃𝗲𝗹𝘆 𝗮𝗴𝗲𝗻𝘁𝗶𝗰—𝗶𝘁 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁𝗹𝘆 𝗲𝘃𝗼𝗹𝘃𝗲𝘀 𝘄𝗶𝘁𝗵 𝘆𝗼𝘂, learning from your behavior to become more useful over time. Available now on Chrome: https://lnkd.in/dJfGnjFy Would love your feedback as we iterate. #timeln #ai #secondbrain #agenticai

If 𝗖𝗹𝗶𝗽𝗽𝘆 and 𝗦𝗶𝗿𝗶 had a baby... it would look like this. 📎❤️📱 Hear me out. Clippy wanted to be helpful (but was annoying). Siri wants to answer questions (but doesn't know your context). 𝗧𝗶𝗺𝗲𝗹𝗻 is the child that got the best genes from both parents. 𝙄𝙩 𝙬𝙖𝙩𝙘𝙝𝙚𝙨 𝙤𝙫𝙚𝙧 𝙮𝙤𝙪𝙧 𝙨𝙝𝙤𝙪𝙡𝙙𝙚𝙧 𝙬𝙝𝙞𝙡𝙚 𝙮𝙤𝙪 𝙬𝙤𝙧𝙠 (𝙡𝙞𝙠𝙚 𝘾𝙡𝙞𝙥𝙥𝙮), 𝙗𝙪𝙩 𝙨𝙩𝙖𝙮𝙨 𝙘𝙤𝙢𝙥𝙡𝙚𝙩𝙚𝙡𝙮 𝙨𝙞𝙡𝙚𝙣𝙩.  𝙄𝙩 𝙟𝙪𝙨𝙩 𝙝𝙞𝙜𝙝𝙡𝙞𝙜𝙝𝙩𝙨 𝙪𝙨𝙚𝙛𝙪𝙡 𝙞𝙣𝙛𝙤 𝙞𝙣 𝙜𝙧𝙚𝙚𝙣. 𝙄𝙩 𝙖𝙣𝙨𝙬𝙚𝙧𝙨 𝙮𝙤𝙪𝙧 𝙦𝙪𝙚𝙨𝙩𝙞𝙤𝙣𝙨 (𝙡𝙞𝙠𝙚 𝙎𝙞𝙧𝙞), 𝙗𝙪𝙩 𝙪𝙨𝙚𝙨 𝙮𝙤𝙪𝙧 𝙥𝙚𝙧𝙨𝙤𝙣𝙖𝙡 𝙢𝙚𝙢𝙤𝙧y 𝙩𝙤 𝙙𝙤 𝙞𝙩. It’s the personal assistant you actually wanted in 1999. No paperclips. Just intelligence. Try yourself timeln.app #AI #TechHumor #Productivity #Timeln

𝗦𝘁𝗼𝗽 𝗯𝗼𝗼𝗸𝗺𝗮𝗿𝗸𝗶𝗻𝗴. 𝗝𝘂𝘀𝘁 𝗸𝗲𝗲𝗽 𝘀𝗰𝗿𝗼𝗹𝗹𝗶𝗻𝗴. 🧠 The old way of saving knowledge is broken: Stop reading. Click extension. Add tags. Select folder. ❌ It kills your flow. We built 𝗧𝗶𝗺𝗲𝗹𝗻 to fix this. Now, you just browse LinkedIn, X, or the web as usual. ❤️ Like a post? It glows green. ✅ Saved. ✅ Summarized. ✅ Connected to your existing notes. You don't lift a finger. Your "second brain" builds itself while you read. The future of memory isn't "managing" files. It's autonomous. 👇 Try out autonomous browsing mode: timeln.app #Productivity #AI #KnowledgeManagement #FutureOfWork

I’ll share a small part of timeln.app 👉 Auto-capture memories 👉 Recall anytime 👉 Being Superhuman -- Want to try it? Comment “memory.” I’ll DM you an access code to skip the waitlist.