Hey Academy, Learn how the DeepSeek Harness works and why it is attracting so much attention in the coding agent space right now. We break down the technical details simply so you can apply this to your own projects. This video explores the DeepSeek Harness, a new tool that has quickly gained significant traction with over 12,000 commits. If you are currently using tools like Cursor, Cloud Code, or Codex, this breakdown is designed to help you understand how these coding agents function under the hood. We approach this advanced topic from a practical perspective, making it accessible for developers who want to level up their workflow. By the end of this session, you will have a clear understanding of the DeepSeek Harness architecture and how it compares to other coding agents you might already use.

Hey Academy, today I'll review the new Deepseek AI agent harness and break it down. Check the calendar. https://www.skool.com/content-academy/calendar?eid=8950d8d5badd4aa7b6c39f6c75fcbc7f&eoid=1786986000

Hey Academy, Most AI agents live in a separate workspace. Shockwave is different—it's an open source desktop app that puts a Claude Code-style agent directly inside your note taking app (second brain), working in the same files you are. The real difference is the sync. Every workspace is backed by a GitHub repo, so your desktop, the cron jobs running on your server, and your Telegram chats are all working on the same files—fast enough that it feels like one place instead of three. Dictate a note from your phone and it lands on your desktop seconds later. Reply to a cron report in Telegram and pick that same conversation up at your desk. I also cover linked notes and the live graph, self-improving skills, memory, and a full install from droplet to Telegram bot.