#notes #AI #LLM Related to [[2025-07-29]] and [AI Startup Playbook 2025: A Founder/CTO’s Insights from AI Engineer World's Fair](https://www.youtube.com/watch?v=kzYto7ZcFWo) Context is Everything; Your new IP An interesting title! - The most valuable artefact is not the spec, not the code Because of codegen tools the focus shifted and will keep shifting as we rise in abstraction. - Your unique process for defining problems is your new competitive moat. It was about the ability to produce solutions, now that solutions are easy to produce, now we move up! It is like a gradient and we are moving up - LLMs only know what you communicate, your internal knowledge is critical. Get better at communicating what you want!! - The quality of your context determines the quality of your AI output. This much is clear as the AI is simulating behavior based on what you make it aware of. Agent economy, we are building for the agents ATM! If you are not discoverable by an LLM you are not part of that economy, and thus MCPs need to be everywhere. Your next customer is an AI. Design for them! UX for Discoverability. The better our tools are consumed by agents the easier it is for them to solve our problems. The source code now is all we put to shape up the prompt. Engineers are now orchestrators. Focus on system thinking and problem decomposition. Curate an environment where autonomous agents can flourish Competitive edge is mastery over agentic tools. Slides - [2025-03-13 - Foundations Video Coding Workshop - Présentation](https://www.canva.com/design/DAGhkPCg_zY/-FXunnoWcXQSpZylMAZLLQ/edit) --- #note #CC #Claude #Anthropic Related to [Master Claude Code: Proven Daily Workflows from 3 Technical Founders (Real Examples)](https://www.youtube.com/watch?v=hOqgFNlbrYE) Slides - [Folder - Google Drive](https://drive.google.com/drive/folders/1un2nq-LgPq3bEP4Bwy3dd8FNp5hW5zSd) Discussion Point: 1 CLAUDE.md in root folder vs. many CLAUDE.md across the file structure Link CC to github and tag it in issues to prompt it for work. Look into commands to create workflows, [Claude Code Commands](https://claudecodecommands.directory/) Gemini CLI What agents needs for great performance, - Good context engineering, - Evals (linters, standards, acceptance criteria, automated tests, ...) - Tools