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13 contributions to Clief Notes
I built an app optimized for Markdown files and Agentic AI
I built this because it was getting really annoying opening and reading Markdown documents and all the tiny little frictions that just take a few seconds here and there but done hundreds of times per day add up and get annoying. I kept navigating through folders in Finder (or VS Code, or whatever tool just happened to open it). And for some reason nobody can seem to render markdown correctly. I kept having math symbols not render correctly, or only 2 columns of a table show up and ugly horizontal scrollbars to see there rest of the table when there is plenty of room on the screen to render it, or it open in a window so small I had to resize it to be larger and increase the font size every time it opened because it didn't remember the last setting. I finally had enough so I made a list and built the perfect app for me. - It watches the folders where agents work - Surfaces documents as they are created or modified - Keeps an active set of documents stable and easy to switch between - Refreshes the document and keeps scroll position as the agent updates it - Optimized for fast and keyboard only navigation (don't worry mouse works just fine too). The goal is simple: spend less time managing Markdown files and more time understanding what is in them. I'm releasing it open source, MIT. Feel free to grab it, customize it, suggest improvements, etc. https://github.com/brennancheung/bmd One thing that is useful is that when an agent creates a file and it's in a folder you've added to the sidebar it automatically shows up. Or you can just tell the agent to call the CLI of the app and it will open it directly as well. So it's really optimized specifically for the best user experience when the agents create and edit markdown files. No editing. It's not meant for that use case. The entire thing was vibe coded in less than a day, and mostly in the background while I was working on other stuff. It's really impressive what you can build now.
I built an app optimized for Markdown files and Agentic AI
2 likes • 10h
Ok, editor is added. It supports vim keybindings as well if you enable them in the settings. Just press 'e' to activate the editor.
0 likes • 43m
@Ly Pro LMK if you have ideas of what to add to it. I added editing earlier today. And you can just put instructions in your setup to have it open markdown files in the editor when it creates / edits them.
Do I need to know what I don't know?
The preface: Anyone near my age (60) knows what it was like to take math classes and forced to do write out every answer on paper and show their work. Calculators were barred from classrooms. "You won't have a calculator with you all the time to work out math problems" Well, that was a lie. Whatever I need to do I can do on my phone. Calculators? Everyday folks don't even use them. The problem: I read a comment a few days ago from someone who has a tech (coding) background stating that people who vibe code need to understand what the code does. I'll be the first to admit, I don't know what all goes into the things I make. Since I used to create websites (and worked for a web hosting company), I grasp the fundamentals (html, css, but I don't know a lick about Python or a host of other programming languages. But I create some really cool stuff. I built a full AR system for my sister and her husband's solar farm business. I created a "Planner Factory" which allows me to create bespoke journal pages for new products. I designed a "Guide" that gives visitors encouragement, provides scriptures and prayers and helps them find the products that match their needs on my site. I made a "Logistics Review Tool" that runs against my builds to verify 16 operability lenses + ICM. I just finished a "Prayer Video Studio" for YouTube shorts. I'm finishing a "Mockup Studio" for my Simplify to Glorify brand of products. (and more...) Do I know how they work? Nope. At least not entirely. I know the basics. Does that matter? I don't know - and that's why I am asking the question. Where my mind goes with this: I can make mayonnaise but I have no idea what the whole chemical process is that makes it happen. I can play the piano and know when something sounds good (or awful), but I don't have a background in music theory. Do I need to know what makes it work?
1 like • 5h
As a programmer with decades of programming experience, programming before the days of the Internet (who remembers the Commodore 64?), and working at tech startups in Silicon Valley I can offer my perspective from that angle. I would say that it is more about systems thinking and engineering rather than writing code. I started off very low level with electronics and embedded systems, writing assembly language on a daily basis. I think a good way to put it is that AI allows a non-programmer to go from 0 to 1. But a programmer with AI can go from 2 to 10. A programmer is going to be able to leverage AI much more. AI enables smaller sized apps to be built. More complicated apps are still not possible without solid engineering backgrounds. And especially anything that needs to serve thousands of users you need solid engineering skills for sure. In terms of not knowing what you don't know that is certainly an issue. AI is going to give you A solution, but it might not be the best solution. A good software engineering is instantly going to say, "no, don't do it like that, do it like this". Or they are going to be able to spot the weaknesses in a plan that the AI didn't consider. Good engineers also anticipate problems and cut them off before they even happen. AI can fix the problems once they are identified. But it may be a lot of work to undo a bad design, rather than just don't build it that way in the first place and save yourself a lot more time and headache. Engineers tend to break problems down into smaller systems and then know which patterns and architectures to use (decomposition / composition)—basically applied systems thinking. AI tends to build it the most direct path possible and only concerned with completing things, long term consequences be damned. Engineers know from experience to slow down and build up the lower layers and make them solid and then build on top of that. AI is going to have a more "hold my beer" cowboy style of programming and not care about long term consequences.
0 likes • 5h
All that being said, AI is the best teacher there is for a motivated learner. I'm picking up things that would normally require a college degree and tons of background. Knowledge and skills can be acquired in a fraction of the time because of AI. It can build courses. Here's a course I put together specifically for teaching me the fundamental internals of AI. Sometimes I'll ask for a topic to be added if I don't understand something or it can revise a lesson or create separate Jupyter notebooks as spin-offs when I need more help understanding something. https://courseai-two.vercel.app/app/lesson/embeddings-and-position So keep building, and if you start feeling the frictions I described above, then ask AI to solve that problem as well and teach you. Oh, and here's one for teaching music. I didn't really put much time into this one. But you get the idea. Don't just ask for a prompt when trying to learn. Build yourself a custom course for what you want and how you want to learn in the medium you want. This one has a build in sheet music visualizer and player. https://orchestral-iota.vercel.app/app/lesson/cinematic-progressions
Fable 5 is officially included
Fable 5 is officially included with Claude Max plans starting today. After weeks of uncertainty, Anthropic has made Fable 5 a permanent benefit for Max and Team Premium subscribers. Max users can now access Fable 5 as part of their subscription, with usage capped at 50% of their standard weekly limits. For Pro and Team Standard users, Fable 5 is no longer bundled with the subscription. Instead, Anthropic is providing a one-time $100 usage credit, after which access moves to usage-based pricing. This is a significant shift in Anthropic's subscription strategy and shows they're responding to demand while keeping their most advanced model available to their highest-tier subscribers. What's your take? Is including Fable 5 in Max enough, or should it be available across all paid plans
1 like • 6h
@Carla Bosteder I don't think it was JUST a marketing ploy, I think it is BOTH. They have a history of using fear as a marketing ploy so it fits their M.O. At the same time, they also got more inference capacity. And maybe the enterprise demand isn't as high as they hoped at the prices they are charging so they are willing to at least make some of it back on subscriptions. Grok 4.5 and GPT 5.6 Sol are now serious alternatives for developers and enterprises; when Fable first came out they were the undisputed best model. Now that's debatable.
I almost never run out of tokens
Hi everyone, I have the Claude Pro subscription and I rarely run out of tokens. It feels like I’m doing not doing enough, but I do work the entire day (with some breaks inbetween). Here’s what I do: 1. Spend most of my time planning the workflow, creating the PRD and iterating over it by chatting with Claude (usually in layer 1, to not spend unnecessary tokens on Claude code). When I’m satisfied, I have it generate markdown files for Claude code. 2. In Claude code I let fable 5 read the markdown files. After that, it has a step by step plan for me on how to create my end product. I use plan mode to plan through each step and I account for verification steps on the way 3. When executing tasks, I use Sonnet 5. I use fable 5 to find gaps or possibilities for where it could go wrong and proposing solutions. I rarely use Opus anymore, it feels like I’m going in circles when I’m talking to Opus. 4. I spend most of my time trying to understand what Claude is telling me. I don’t want to be mindless about my project but it gets really exhausting to read and understand everything it’s doing (It already knows I don’t like technical jargon thanks to the personal assistant that I created🤣). 5. I keep asking for clarification. I spend most of my time learning while doing. I’m wondering how everyone else experiences it or has experienced it? I’m quite a noob when it comes to Claude code, but I know quite some things about AI fundamentals such as how context works and how it can waste tokens, as well as how different models work and where they shine (cost-benefit ratio). But I cannot shake the feeling that something must be wrong, because I keep hearing complaints online about people hitting their limits on Max subscriptions whereas I’m fine with Pro😅
1 like • 3d
@Benjamin Chen I can't DM either. Looks Skool level related. Telegram: photoshootninja or IG: photoshoot.ninja
0 likes • 10h
@Carla Bosteder No, just Fable from Anthropic. I use Fable for its taste, problem solving, and nuance. It catches a lot of things and seems to just be smarter but the cryptic communication and poorer execution prevent me from using it more. It says it's done when it's not way too much. 5.6 Is my main go to and daily driver. Grok 4.5 for quick fast tweaks or tasks. Occasionally I'll load context from and prep things for Fable with a weaker model though (Opus or Sonnet).
Claude memory files
I created a software development process using ICM. I noticed as Claude works through issues, it will write stuff to it's memory files, so it's available for other sessions. But I'm thinking, I'd rather have it update my workflow instead, in case I need to swap agents. Has anyone run into this and how have you solved it?
3 likes • 1d
Are you guys finding that you need to tweak things when using a different model Fable vs Grok vs 5.6 Sol? Or when a new upgraded model release comes out? Or can you use the same setup across multiple models? I'm increasingly using multiple agents depending on the task and even experimenting with agents shelling out to other agents. So I'm wondering if and how that changes things.
3 likes • 1d
I find Claude writing to memory files more annoying than helpful. It usually creates something overly specific and when I see what it saved I often tell it, no don't do that, delete that memory, that's just going to make it worse. It's typically so specific that you're unlikely to ever run into that scenario again or it doesn't understand the nuance of things. Sometimes I try to improve what it saves, but more often than not after a 5-10 minutes of trying to get it dialed in and it still can't create the right memory I just tell it to nvm, just delete the memory.
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Brennan Cheung
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@brennan-cheung-5008
Photographer, Software Engineer, Photoshoots

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Joined Apr 3, 2026
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