... access what, whether actions can be reviewed later, and how mistakes get handled when the outcome affects a real person instead of a test case. What's interesting is that the technology often hasn't changed very much. The model is the same. The workflow is similar. The difference is that the consequences are now real. That's probably why governance feels boring right up until the moment it doesn't. Most teams don't think about records, approvals, ownership ... ... production making decisions, users already trained to expect speed, and engineers already optimizing for the wrong metrics. Retrofit always loses to architecture-from-day-one. The technology hasn't changed. The bar has. Most teams haven't updated their mental

... that might never come, I decided I need to build my own way out. I'm pivoting from pure frontend to becoming an indie hacker, focusing deeply on the AI Agent space. I m currently working on structuring the mentalmodels of top thinkers (like Munger and Jobs) into a knowledge graph for AI agents, so LLMs can stop giving generic advice and start reasoning with real frameworks. I don't have a product link to share ...

... live, completely free, and I'd love some honest feedback from the Product Hunt community. Cognilumin is a stateless AI infrastructure platform with three tools: Illuminator paste any complex topic and get a structured explanation with mentalmodels, analogies, and a key takeaway. Topology Visualizer describe a system scenario and watch a live particle flow field map the state in real time. Execution Logs give an AI agent a task and trace its reasoning step by step with hex formatted ...

... Because complex problems don't yield to a single perspective. Charlie Munger spent a lifetime proving this. His answer the one that helped build Berkshire Hathaway into one of the greatest investment machines in history was the Latticework of MentalModels : a cross-disciplinary framework that forces you to triangulate truth through multiple lenses before reaching a conclusion. FunBlocks AIFlow brings this philosophy into an AI-powered thinking tool. It doesn't just answer your question. It thinks about your ... ... question the way Munger would. What Is Munger's Latticework of

... partner . Bring any topic or position and spar with Protagoras: build stronger arguments, anticipate objections, craft effective rebuttals, and learn to think on your feet. Invaluable for students, lawyers, writers, and anyone who needs to communicate persuasively. Lattice of MentalModels Apply frameworks like first principles thinking, inversion, and systems thinking to analyze complex problems from multiple angles. Inspired by Charlie Munger's concept of a "latticework of

... prompts, navigating endless technical hurdles and logic puzzles to bring this vision to life. Every feature you see from the specific archetypes of the Council to the 16-point scoring system was born from my deep study of mentalmodels. I m incredibly proud to show you that with the power of AI, a psychology enthusiast can now build the high-stakes tools the world needs. The Problem Overthinking is a deadlock. We fail to decide not because we lack ... ... revise. This discipline forces you to think deeper and act clearer. Maker's Final Words InnerDuel is just the beginning. While the Inner Council helps you vote and decide today, we are paving the way for a full-spectrum

... Being an engineer myself, I see that many people are outputting more code than ever. Some of it being generated vs. written, the volume of code being outputted has definitely risen.  There seems to be a shift from "is this something we can build?" to "should we build this and ship it?" For people who have been recruiting or looking to recruit recently, what roles are you hiring for?  Role title (I've seen a rise ... ... Codex or Claude Code instead? I think there are definitely ones that perform better for me personally. Comment from Ryan von Rosenberg(@ryan_from_ashlight): @kumala3   @justin_tahara   I don t have a strong take on Claude vs

... wrapped up in a clickable, pretty Miro board Grab it here (totally free, no weird popups): https://gum.co/u/vhuzrirz We re curious: What s your go-to move when you need to slice up a customer base? Got any mentalmodels or frameworks that just click ? Tried the board? Roast it. Or improve it. We re game. Let s nerd out a little and make segmentation suck less ...

... page of Google is your new CV and this book explores how you can own it! Here to answer any questions about bootstrapping, angel investing, diversity in tech, portfolio careers, journaling, writing, transitioning into new careers, startups, personal branding, mentalmodels, guiding principles, product management ...