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Clief Notes

23.5k members • Free

9 contributions to Clief Notes
ICM folder structure help..
I have modified and followed the ICM strategy to imporve my folder structure with proper Context.md and other markdown file.. while this setup works well for Claude Code.. but i am facing issues when usung it with Github Copilot or Antigravity.. like they dont follow the instructions alot of times.. do not follow the files indexed.. etc.. i have added proper Agents.md/gemini.md/copilot-instructions.md but still the same problem Anyone else facing this problem? Please do tell me if there's a way which worked for you! Thanks
0 likes • 20d
in my experience Antigravity tends to drift from agents/gemini.md instructions especially in agent driven mode. There is need to enforce adherence to runtime design/instruction heavily at top of gemini.md - it makes it better but not bulletproof
Hey Jake , question for the community
I am truly amazed by your content. Will it be possible for to create a video about obsidian and claude - obsidian as a second brain ( increase memory -> efficiency) . I am asking the community: who is interested to learn about it ? I can learn by myself but I am sure you will provide tips that will take me weeks to learn.
0 likes • Mar 21
@Hayden Lee I have the same intuition here, looking forward to Jake's insight to this topic. Currently I am creating in project logs and progress keeping in intent, planning, decisions, progress and general overview and routing every session through all of them for context. I can imagine that this may be insufficient on larger scale. But with this kind of everything is in Obsidian approach I dont understand how the filtering and categorization is managed reliably so I dont yet understand the value of obsidian vault over 5 md files per project/workspace.
Rapid software prototyping.
I'm about to start recording videos about my software development workflow. I keep telling people about it but i realized after a meeting today about setting up a local vibe coding competition that i should just pump out a program or two on a live stream and then figure out how to edit it down into actual educational videos(I am NOT a teacher). The question i have is would anyone be interested in knowing about when I'm going to be on so they can sit in on the process? This is not going to be an ongoing thing. Just making a few videos to show how I do things.
1 like • Mar 19
Definitely interested! From what I caught up, you are playing on a slightly different field than many of us here. For me it is first fascinating and second valuable in similar way as Jake explaining foundations on which the AI layer exists. It might be good for you to think about whether the streams are for limited audience who can keep up with you naturally or to make sure you incorporate some connecting comments bridging toward what wider audience understands or can relate to.
Claude limits workaround
Hey I'm working in Antigravity and using Claude Code and hitting my limits daily. How do you handle hitting the limit? Do you have a workaround to deal with it? Certain tasks handled by other LLM? Complete switch after the limit is hit? What LLM do you switch to? I'm a bit nervous to use another LLM... afraid of the quality of the work it will do. A lot of questions in one post. 🤯 Please share your thoughts.
1 like • Mar 18
Not sure how it is with ClaudeCode but as Codex stores all sessions context locally I am rotating 2-3 OpenAI plus accs and can swap acc mid session without any context loss. It feels like kind of a sweet deal so far. + Gemini 3.1, Opus and Sonnet in antigravity for more isolated tasks.
Sam Altman just confirmed what builders already know
Sam Altman said something at the BlackRock Infrastructure Summit this week that crystallized a lot of my thinking. "We see a future where intelligence is a utility like electricity or water and people buy it from us on a meter." I've been saying a version of this for nearly a year. My one-liner in conversations: "We don't buy tools from the electricity company." We buy refrigerators from Samsung. TVs from LG. Light bulbs from Philips. Electricity just powers them. AI tokens are heading the same direction. The model providers (OpenAI, Anthropic, Google) will sell the raw intelligence. Everyone else builds specific tools that consume those tokens for specific jobs. Voice generation tools. Code review tools. Customer support automation. Research tools. Analytics platforms. Each one tailored to a workflow, a user, a problem. The model providers become the power grid. Everyone else builds the appliances. I'm not theorizing. I'm living this right now. I'm building 5+ AI-native products and services as a solo founder. One person. No team, no employees. A decade ago I tried something similar and failed badly. The infrastructure didn't exist. You needed teams of engineers and real capital to build anything meaningful. Today the infrastructure is here. One person can ship real products in weeks that would have taken months with a full team. People keep asking me "is AI a bubble?" I push back every time. I'm in it every day, building in the trenches. This doesn't feel like a bubble. It feels like a utility going live. For the automation builders here: how are you thinking about this shift? Are you building tools on top of AI APIs? And does the "utility" framing change how you think about your product's long-term defensibility?
Sam Altman just confirmed what builders already know
0 likes • Mar 18
I think that the differentiation of utility company and appliance manufacturer might end up little different here. I think AI companies may also be providing the general purpose tools. And others will build specialized tools and invent new ones. So in terms of defensibility building "Philips HUE/Govee -like smart custom lightning" or some "special purpose bulb" is stronger than building "general bulb".
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David Bio Sounon
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@dejv-ovovoko-1091
just a guy

Active 6h ago
Joined Mar 12, 2026
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