AI News Today | Julian Goldie Podcast

Nobody Writes Prompts Anymore (Do THIS Instead)

12 min · 24. kesä 2026
jakson Nobody Writes Prompts Anymore (Do THIS Instead) kansikuva

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Stop Prompting, Start Loop Engineering: Build Self-Iterating AI Agent SystemsThe script explains why “loop engineering” is replacing manual prompting: instead of iterating with an AI yourself, you define what “done” looks like, let an agent act, and use an independent judge model to verify results and repeat until the goal is met. It cites industry figures and examples (including Anthropic and NVIDIA’s GTC keynote) to argue that better loops, not better prompts, will power future self-iterating agent systems. The speaker describes a doer/judge loop structure and shows four implementations inside an “agent operating system”: a Fusion loop with configurable rounds and separate builder/judge models, an agent Kanban board with planner/builder/reviewer roles, a Fusion “boardroom” combining multiple model outputs via a judge, and a Sakana/Fugu council approach. It also describes an Obsidian-based memory system and promotes the AI Profit Boardroom community and resources.00:00 [https://www.youtube.com/watch?v=uqCWfJRi66U] Why Loops Beat Prompts00:48 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=48s] What Loop Engineering Means03:39 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=219s] Prompting vs Looping04:44 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=284s] Doer and Judge Framework05:37 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=337s] Fusion Loop Walkthrough06:26 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=386s] Agent Kanban Loops07:21 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=441s] Fusion Boardroom Method08:31 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=511s] Sakana Fugu Council09:05 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=545s] Agent OS Bundle Overview10:01 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=601s] Memory Feedback Loop11:26 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=686s] Getting Started and Proof12:01 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=721s] Join the Community12:35 [https://www.youtube.com/watch?v=uqCWfJRi66U&t=755s] Final Wrap Up

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jakson Claude: NEW AI Operating System is INSANE! kansikuva

Claude: NEW AI Operating System is INSANE!

Inside My Agent Operating System: One Dashboard, Shared Memory, Autonomous Loops & Teams of AI AgentsThe presenter tours a custom “Agent OS” dashboard that centralizes multiple AI agents, workflows, and model CLIs into one synced system that runs autonomously. They show Hermes Oracle for scheduled, ranked AI-news tracking with auto-drafted social posts, and Hermes Jarvis, a real-time computer/browser control agent with briefing, history, and build previews. A “memory galaxy” visualizes persistent context stored automatically in an Obsidian vault (including news and agent conversations), enabling a hands-off positive feedback loop where agents both use and organize memory. The system supports goal-based iterative loops with separate builder/judge models and agent teams (“Paperclip”) that ship real outputs like websites and full multi-minute avatar videos. The script contrasts this with scattered tools, explains easy model swapping when benchmarks change, and promotes the AI Profit Boardroom for the setup, tutorials, coaching calls, and community support.00:00 [https://www.youtube.com/watch?v=3qO6wxNknf8] Agent OS Overview00:26 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=26s] Hermes Oracle News01:25 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=85s] Hermes Jarvis Control02:16 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=136s] Why Dashboard Wins02:49 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=169s] Memory Galaxy Vault04:12 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=252s] Autonomous Loop Engine05:12 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=312s] Paperclip Agent Teams06:24 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=384s] Video Agent Factory07:53 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=473s] Mission Control Recap09:11 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=551s] Swap Models Fast11:49 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=709s] Old Tools vs OS12:55 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=775s] Simple Setup Options13:26 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=806s] Time Savings Proof14:32 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=872s] Get It Ready Made15:51 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=951s] Key Takeaways16:46 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=1006s] Boardroom Offer Details18:11 [https://www.youtube.com/watch?v=3qO6wxNknf8&t=1091s] Final Thanks

24. kesä 202618 min
jakson Agent OS + Obsidian + Sakana Fugu + Hermes Jarvis! kansikuva

Agent OS + Obsidian + Sakana Fugu + Hermes Jarvis!

Agent Operating System Q&A: Updates, Hermes Migration, Hardware, Fusion vs Fugu + Jarvis Voice ControlThe episode answers recent AI Profit Boardroom questions about using and updating a linked “agent operating system” that includes agents for news, memory (“memory galaxy”), music, video, SEO, and more, with daily updates delivered via zip files and an update command/markdown. It highlights community contributions like generating local AI avatar videos on an RTX 5090 and adding memory to agents. The host explains migrating a Claude-based agent OS to Hermes by having Claude orchestrate and integrate Hermes, recommends a MacBook Pro for frequent travel when not running local models, and warns about the “illusion of progress,” advising time audits and eliminating/delegating before automating. It covers token-limit management, free NVIDIA API use in Hermes, replacing Gemini CLI with Antigravity, using Claude without an API key via CLI, integrating OpenRouter Fusion and Sakana Fugu (with benchmarks and long generation times), and demonstrates a Jarvis-style real-time, voice-activated Hermes setup plus Obsidian customization and Boardroom training/coaching resources.00:00 [https://www.youtube.com/watch?v=LSn7uFWwdFk] Agent OS Overview00:54 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=54s] Keeping It Updated02:07 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=127s] Community Wins Spotlight03:26 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=206s] Migrating Claude To Hermes05:06 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=306s] Hardware Setup Tips05:55 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=355s] Avoid Fake Progress07:06 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=426s] Token Limits Fixes08:02 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=482s] Free APIs And CLIs09:23 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=563s] Fusion And Fugu Benchmarks12:24 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=744s] Building Dashboards With Codex14:24 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=864s] Systems Over Models16:04 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=964s] Hermes Jarvis Demo17:40 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=1060s] Obsidian Customization18:36 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=1116s] Fugu Ultra Practical Use19:35 [https://www.youtube.com/watch?v=LSn7uFWwdFk&t=1175s] Boardroom Training And Wrap

24. kesä 202620 min
jakson Claude: NEW AI Operating System is INSANE! kansikuva

Claude: NEW AI Operating System is INSANE!

I Built an AI Agent Operating System (Hermes Oracle + Jarvis + Sakana Fugu)The script showcases an AI “agent operating system” built using Claude Desktop, featuring Hermes Oracle (a web-scanning, breaking-news updater that ranks headlines, links to Twitter posts, and can generate content and automate social media using Groq OAuth) and Hermes Jarvis (a real-time, voice-controlled assistant with conversation history, daily briefings, and a wall mode). It also demos Sakana Fugu Ultra, described as highly capable and topping the creator’s benchmark site, Goldy Bench, including examples of generated interactive content. Additional tools include Google Search Console keyword/page optimization, a one-click video editor that researches topics and creates videos with B-roll and an AI avatar, Memory Galaxy for organizing new context, and a looping agent with a “judge” that iterates until quality targets are met. The creator promotes daily updates, tutorials, files, and community access via the AI Profit Boardroom.00:00 [https://www.youtube.com/watch?v=xVJSiBQ625Y] AI Agent OS Reveal00:13 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=13s] Hermes Oracle News Scanner01:12 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=72s] Hermes Jarvis Voice Assistant02:37 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=157s] Sakana Fugu Builds Anything03:32 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=212s] Benchmarks and Frontier Tech04:57 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=297s] SEO and Video Automation Tools05:54 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=354s] Memory Galaxy Knowledge Hub06:45 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=405s] Infinite Loop Quality System07:42 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=462s] Agents Replacing Human Work08:59 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=539s] Get the System and Community10:15 [https://www.youtube.com/watch?v=xVJSiBQ625Y&t=615s] Final Wrap Up

24. kesä 202610 min
jakson I Built A Real JARVIS With Claude kansikuva

I Built A Real JARVIS With Claude

Hermes Agent OS Q&A: Local vs VPS, Obsidian Memory Vault, and Automating Content in One PromptThe speaker showcases an “agent operating system” built around Hermes, including a real-time voice-activated Jarvis mode, Hermes Oracle for web/news research and content drafting with source links, and a connected “memory galaxy” second brain powered by an Obsidian vault. They explain they run the system locally (not on a VPS) for security, while relying mostly on cloud models via APIs/CLIs/OAuth (e.g., ChatGPT Realtime API, Groq OAuth, Claude via CLI), noting local models typically require high-end RTX GPUs. They describe hosting files locally and in the cloud while keeping the database (Obsidian) stored locally and auto-updated by agents. The episode answers viewer questions, demonstrates automated SEO/article deployment and social content creation from trending news, emphasizes focusing on systems over specific models, and invites viewers to get the ready-made Agent OS inside the AI Profit Boardroom with tutorials, community help, and coaching calls.00:00 [https://www.youtube.com/watch?v=byCkNKxmhlE] Agent OS Overview01:13 [https://www.youtube.com/watch?v=byCkNKxmhlE&t=73s] Local vs VPS Setup04:40 [https://www.youtube.com/watch?v=byCkNKxmhlE&t=280s] Automated Content Engine06:27 [https://www.youtube.com/watch?v=byCkNKxmhlE&t=387s] Skill Level and Mindset

24. kesä 202613 min
jakson New FREE Hermes Computer Use Agents! kansikuva

New FREE Hermes Computer Use Agents!

Hermes Agent Computer Use Update: Background Desktop Control Now on Windows, Linux & macOSHermes Agent’s “computer use” feature has a new update adding Windows and Linux support and improving macOS, allowing Hermes Jarvis to control a computer by reading the screen and clicking/typing in the background without moving your real cursor or interrupting your work. The script demos opening Obsidian, websites, Google, and writing a note via real-time mode and a more powerful agent mode that can run tasks in the background. It explains the “Hermes Takeover Engine” workflow, emphasizes cross-OS support, and notes you can use different AI “brains” (including local/free options) rather than being locked to one model. Safety is highlighted through approval prompts before potentially destructive actions, plus a stop button. The episode contrasts this with slower, screen-taking tools like Claude Computer Use and promotes the AI Profit Boardroom/Agent OS for setup, training, and support.00:00 [https://www.youtube.com/watch?v=yVHLlnVz8Hk] Update Overview00:16 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=16s] Live Demo Basics00:37 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=37s] Agent Mode Tasks01:18 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=78s] Voice Interaction Demo01:43 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=103s] Takeover Engine Explained02:57 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=177s] Five Step Quiet Control03:43 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=223s] Models Setup Commands05:45 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=345s] Agent OS Pitch06:20 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=380s] Safety Approvals06:52 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=412s] Why Hermes Beats Others08:40 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=520s] Key Takeaways09:07 [https://www.youtube.com/watch?v=yVHLlnVz8Hk&t=547s] Join And Wrap Up

24. kesä 202610 min