
AI can help you work faster, but it can also expand what you’re capable of doing in the first place. NLW explores ten ways to think bigger with “opportunity AI,” from building video production pipelines and interactive client proposals to turning your expertise into a product, with a companion experience to help you find possibilities in your own work. The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Get it ad free at http://patreon.com/aidailybrief Learn more about the show https://aidailybrief.ai/
| Notebook Sugerido | Ações |
|---|---|
| Impacto Geral da IA 3 | |
| Mentoria AI Agents LLM | |
| ChatGPT 5.5 |

TypeSafe's new model Jev skips text generation entirely and returns calibrated probabilities instead, claiming speeds 20 to 200 times faster at a fraction of the cost. NLW explains what judgment models actually do, why so much business work is really just small decisions dressed up as text tasks, and where this fits alongside LLMs in a complete model stack. In the headlines: Zuckerberg pushing back on collective pacing, Bernie Sanders and Steve Bannon sharing a stage, and Salesforce shipping its first in-house model in years. The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Get it ad free at http://patreon.com/aidailybrief Learn more about the show https://aidailybrief.ai/
| Notebook Sugerido | Ações |
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| IA nas Empresas 2 |

Growth Newsletter: https://levelingup.beehiiv.com/subscribe Key takeaways ◾Every lead gets a call within 60 seconds; a bot can do it and sound good ◾Speed to learning is the bottleneck: move a win from one channel to every channel fast ◾Reusable workflows beat custom premium work; build them, then hand them to the team Chapters 00:00 Our marketing week: the $250 test that failed 02:42 The GrokBot that booked Eric's massage 04:17 Haggle bot and speed-to-lead in 60 seconds 05:18 Neil: speed to learning 07:46 Buying agencies that stopped growing 10:24 Eric's 2x2: reusable workflows 13:14 Neil's new screen-share format 15:40 Scraping your LinkedIn engagers 16:38 Comment-to-DM with Lead Shark and Goji Berry 18:21 YouTube: relevant views beat viral views 19:54 A fully AI-edited video 22:16 AI thumbnails that actually look like you 𝗔𝗕𝗢𝗨𝗧 𝗧𝗛𝗘 𝗖𝗛𝗔𝗡𝗡𝗘𝗟 Welcome to Marketing School, one of the top business podcasts with over 61 million downloads. Each episode delivers actionable marketing tips and strategies from two entrepreneurs who truly practice what they preach. The show is hosted by Eric Siu, founder of Leveling Up and Single Grain, and Neil Patel, co-founder of Neil Patel Digital and recognized by Forbes as a Top 10 Marketer. 🎙️ Learn More About the Hosts Eric Siu – Leveling Up: https://www.youtube.com/@LevelingUpOfficial Neil Patel: https://www.youtube.com/@neilpatel 📩 Free Resources Ubersuggest: https://www.ubersuggest.com/ Answer The Public: https://www.answerthepublic.com/ ✅ Subscribe for Daily Marketing Insights!
| Notebook Sugerido | Ações |
|---|---|
| Vibe Marketing 2 | |
| Construção de Sistemas | |
| Lead Magnets |

Learn Claude Code + all my resources. Only $9. 👉 https://www.skool.com/claudecodeclub Summary ⤵️ Most AI operating systems look great but don't actually do anything. In this video I use GPT-6 Astra and Codex to turn my AIOS dashboard into a functional tool with live YouTube analytics and a working Higgsfield image generation studio. ⏱️ Video Timestamps: 00:00 - What Is an AI OS 00:39 - Searchable Second Brain Knowledge Base 01:25 - Skills Launcher and Offer Builder 02:41 - UX Lessons From Apple 04:07 - Built-In Multi-Model Chat 05:48 - Why You Should Ship Early 06:53 - Generation Studio Tour 07:38 - Modular Bolt-On Upgrade Packs 09:28 - Prompting Astra for YouTube Analytics 10:24 - How to Enable YouTube API 12:16 - How to Store API Keys 13:54 - Rebuilding the Generation Studio 16:46 - Reusing Connected Higgsfield Plugin 18:15 - Generating Images With Higgsfield 18:53 - Inside the Claude Code Club
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| ChatGPT 5.5 |

AI agents are becoming customers, and most businesses have already decided whether agents can buy from them without realizing it. I went to Stripe to ask Emily Sands, Head of Data and AI, what that decision actually looks like. Full post: https://natesnewsletter.substack.com/p/stripe-agentic-commerce-trust?utm_source=youtube&utm_medium=video&utm_campaign=free-to-paid&utm_content=description My Links 🔗 👉🏻 Newsletter: https://natesnewsletter.substack.com/ 👉🏻 X: https://x.com/natebjones 👉🏻 TikTok: https://www.tiktok.com/@nate.b.jones 👉🏻 Instagram: https://www.instagram.com/nate.b.jones What's really happening inside agent commerce? The common story is that agents will shop for us. The real question is whether your business can even take their money. In this video, I share the inside scoop on what has to be true before agents can buy and sell for us: - Why stealing tokens became a bigger threat than stealing money - How fraud rules quietly decide which customers you can afford to serve - What a spending limit cannot authorize on your behalf - Where outcome-based pricing still has no good answer Agent commerce already works where the infrastructure exists and stays unsolved where the pricing starts, and telling those apart is what separates a real plan from a payment integration. Chapters: 00:00 Agents found the product we never changed 00:47 Why I went to Stripe 04:17 The metrics that signaled a new era 07:33 How do you scale trust for agents 07:57 Cursor, Radar, and stealing tokens 14:04 What the AI economy actually needs 16:02 Agents don't talk to sellers 18:16 Approve it before you spend my money 18:56 Why OpenRouter is intelligence infrastructure 23:27 The pricing brain teaser 24:59 Why outcomes are still unsolved 28:35 The surprise nobody expected Listen to this video as a podcast. Spotify: https://open.spotify.com/show/0gkFdjd1wptEKJKLu9LbZ4 Apple Podcasts: https://podcasts.apple.com/us/podcast/ai-news-strategy-daily-with-nate-b-jones/id1877109372
| Notebook Sugerido | Ações |
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| Mentoria AI Agents LLM |

The full cinematic AI film workflow: GPT-6 (Astra) in Codex running Runway and Seedance 2.5, then DaVinci Resolve. That's the actual AI filmmaking pipeline I used to remake one of my first AI films in about a day and a half: script, characters, shots, grade, titles and mix. A big chunk of it I directed by just talking to my computer. Here's every step, including the couple of moments that had my jaw on the floor. SPONSOR This video is sponsored by Runway — big thanks to @RunwayML for backing the remake. ► Try Runway today: https://app.runwayml.com/?utm_source=youtube&utm_medium=sponsored&utm_campaign=ai-influencer&utm_content=Tim ► First-time subscribers: use code THEO25 for 25% off any Runway plan. #MadeWithRunway WATCH THE FILMS ► The remake: https://youtu.be/f8FHas1dmt8 ► The 2025 original: https://youtu.be/YDlME4qvER8 GET THE STUDIO SKILL ► Theoretically News: https://theoreticallymedia.com/newsletter/ The Theoretically studio film skill — the folder structure this whole workflow runs on — plus a full tutorial is in this week's newsletter. Sign up above and it lands in your inbox soon! WHAT'S IN THIS ONE - Setting up Codex on the desktop and pointing it at Runway's MCP. Genuinely the easiest part of the whole thing. - The theoretically studio film skill: a folder structure that tells any model exactly how my films are built and how to execute them. - Character references out of Midjourney, then 360 turnarounds generated as video — plus my pet theory about why generating the turnaround in video beats doing it in an image editor. - The production dashboard I built this time. A plain HTML file sitting on my desktop, pointed at the project folder — every shot, every prompt, storyboards, references, locations. Absolute game changer. - Astra's session diary, which wrote up what we did each session so it could remind me about the things I'd forgotten. - Directing by voice. Conversational, chatty directions in, properly structured prompts out. - What the agent missed: there are output options sitting right there in the Runway platform that it never thought to reach for. Keep one eye on the platform yourself. - The editing experiment — Astra working my Premiere timeline through computer use, why that got frustrating fast, and why I ended up making the first cut myself. At least for now. - The DaVinci Resolve finishing pass: the color grade, a film grain plugin, a few small trims and dissolves, Fusion title cards at the head and tail, and a full audio mix across dialog, music and ambience. I didn't touch the mouse once in Resolve. - Ruby, Runway's SDR-to-HDR model, and how much more headroom it gives you to actually push a grade. - And where I think this is all heading — plus the one thing I'd want you to take away from it. LINKS MENTIONED Runway MCP: https://runway.com/mcp Codex (now inside the ChatGPT desktop app): https://chatgpt.com/download Seedance 2.5 on Runway: https://runway.com/product/seedance-2.5 Runway Ruby (SDR to HDR): https://academy.runwayml.com/tutorial/runway-ruby Runway's Premiere Pro + After Effects plugins: https://runway.com/plugins Runway Gen-4.5: https://runway.com/research/introducing-runway-gen-4.5 Runway Research: https://runway.com/research GWM Worlds 2 (real-time interactive worlds): https://runway.com/research/introducing-gwm-worlds-2 DaVinci Resolve: https://www.blackmagicdesign.com/products/davinciresolve Dehancer (the film grain plugin): https://www.dehancer.com/ Midjourney: https://www.midjourney.com/ CHAPTERS 00:00 A whole film in about a day 00:49 The original vs. the remake 01:52 The old, hard way 02:57 GPT-6, Codex and Runway MCP 03:51 My film studio skill 04:57 Rebuilding the script and characters 05:30 360 character turnarounds 06:20 Why I built a production tracker 06:49 Inside the production dashboard 07:56 Astra's session diary 08:32 Directing by voice 09:25 What the agent missed in Runway 10:26 The wait, and editing it myself 12:12 A look inside Runway 14:04 Color grading in DaVinci Resolve 15:19 Ruby and HDR 15:57 Small edits and Fusion titles 16:49 The audio mix 17:15 How much usage it took 18:09 Where this goes next 18:47 The real takeaway #AIFilmmaking #AIFilm #MadeWithRunway
| Notebook Sugerido | Ações |
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| Produção de Vídeo com IA | |
| Mentoria Runway | |
| ChatGPT 5.5 |

Custom work can help a client and still make an agency hard to scale. The question is what you can turn into a useful workflow that the team can run again. Neil Patel and Eric Siu discuss how they’re adapting their agencies: reusable AI workflows, faster lead follow-up, sharing what works across teams, and content that reaches the right buyers. Eric walks through a 2×2 framework for deciding what to build, deprioritize or stop. He also shares the bots and content workflows he’s testing, while Neil explains why learning quickly is not enough unless the team acts on it. Chapters 00:00 The agency workflow framework 02:34 Bots for software negotiation and lead follow-up 03:39 Speed to learning across teams 05:49 Content formats and reaching the right buyers 09:23 LinkedIn engagement and follow-up 10:21 AI-assisted video editing and team handoff 13:19 Making AI thumbnails look like you Marketing School with Neil Patel and Eric Siu.
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| AI x Agências | |
| Vibe Marketing 2 | |
| CLIs |

🚀 You already use AI. Make it run without you: https://skool.com/scrapes 👀 Be the brand AI recommends: https://dub.sh/rankspot-yt Don't miss the next build - https://www.youtube.com/@simonscrapes?sub_confirmation=1 Anthropic just shipped a huge update to Claude: Projects. It's an early look at a true agentic operating system built right into the platform. In this video, I break down what's new, including the long-running orchestrator conversations, how threads inherit context and memory, the built-in RAG for massive knowledge bases, and the future of team permissions. We'll also explore what this means for the future of custom-built Agentic Operating Systems. #claudecode #claudecodetutorial #agenticos
| Notebook Sugerido | Ações |
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| Claude Code 3 | |
| Mentoria AI Agents LLM |

👉 Single Brain - Revenue agents to scale faster using our unified intelligence layer. https://www.singlebrain.com GPT-6 Astra is taking over more of the work behind my marketing. I show the results first, then the workflows we use for content production, YouTube packaging, design, recruiting outreach, carousels, and ManyChat. The people who do well with this still matter. They bring taste, review the output, and manage the workflows. I show where I give feedback and how I turn that feedback into reusable skills. Chapters: 0:00 GPT-6 Astra and my marketing team 0:12 The YouTube results 0:55 How the team's work changes 1:09 The content engine in action 3:45 YouTube packaging and creative feedback 5:46 Design and communicating the company vision 7:10 Turning the vision into an X article 9:10 Reusable design systems and distribution 10:09 Recruiting and outreach workflows 12:15 Carousels from existing content 13:04 ManyChat and automated DMs 13:46 The people we're hiring 👉 Single Grain - AI marketing firm https://www.singlegrain.com 👉 Get 25k Words of AI-Powered SEO Content: https://clickflow.com/ 👉 Growth Newsletter for top marketers: https://levelingup.beehiiv.com/subscribe 👉 Join our team: https://www.singlegrain.com/careers/ How to Connect IG: https://www.instagram.com/ericosiu/ X: https://x.com/ericosiu
| Notebook Sugerido | Ações |
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| Marketing 2 | |
| Vibe Marketing 2 | |
| Product Marketing |

Salesforce's cofounder essential questioned: why should you login to Salesforce anymore? 🤔 He wasn't signaling the AI-driven SaaSpocalypse was picking up steam. Instead: he's talking about going headless. What's that? It's a future where Salesforce -- any potentially many other household software giants -- stop making software interfaces for humans and start designing for AI agents instead. So will this be a short-lived trend? Or, will the future of work not really involve a ton of humans clicking around? Join us as we dissect the latest. Newsletter: Sign up for our free daily newsletter (https://youreverydayai.com/) More on this Episode: Episode Page (https://www.youreverydayai.com/ep-765-headless-software-why-companies-are-building-software-for-ai-agents-not-humans-and-what-it-means-start-here-series-vol-23/) Today's Episode on LinkedIn: Thoughts on this? Join the convo on LinkedIn and connect with other AI leaders. (https://www.linkedin.com/posts/jordanwilson04_openai-woke-up-this-week-and-chose-violence-activity-7453302989487767552-mHzY?utm_source=share&utm_medium=member_desktop&rcm=ACoAAEnbkdQBR48B1Rc3uoMWlWfVMPCScgZCUCQ) Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup (https://www.youtube.com/@EverydayAI_/streams) Website: YourEverydayAI.com (https://www.youreverydayai.com/ep-743-the-future-of-ai-7-new-ai-features-that-bring-us-closer-to-on-demand-ai-assistants/) Email The Show: info@youreverydayai.com (mailto:info@youreverydayai.com) Connect with Jordan on LinkedIn (https://www.linkedin.com/in/jordanwilson04/) Topics Covered in This Episode: 1. Headless Software Definition and Evolution 2. AI Agents Versus Traditional Software Interfaces 3. Salesforce Headless 360 and MCP Protocols 4. OpenAI Workspace Agents Features and Impact 5. Google Vertex AI Rebranding to Gemini Agents 6. Model Context Protocol (MCP) and A2A Integration 7. Per Seat Software Pricing Disruption 8. Enterprise Procurement for Agent-Ready Software 9. Agentic Commerce and Automated Bot Traffic Trends 10. Strategies for Auditing and Migrating Vendors Timestamps: 00:00 Shift to AI-first software development 05:39 Benefits of headless software 07:29 Headless software development insights 11:28 Salesforce launches headless 360 platform 14:15 The rise of headless software 19:10 AI model connectivity in 2026 23:24 AI's impact on software pricing 26:22 Discussing token maxing in business 28:25 AI agents impacting human commerce 32:16 Evaluating software and vendor choices 35:46 Competitive advantage in software pricing Keywords: headless software, interface-less software, headless software trend, software for AI agents, agent-first platforms, Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) (https://www.buzzsprout.com/2175779/fan_mail/new)
| Notebook Sugerido | Ações |
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| Mentoria AI Agents LLM |

Six weeks ago the consensus was that normal people weren't using AI agents at all, and now Meta's Muse sits at number two on the App Store with unprompted praise pouring in from people who don't usually post about Meta products. NLW digs into what changed, breaking down the specific design patterns driving it — persistence, goal building, smart defaults, and progressive disclosure — plus the new assistant benchmark that went from three agents to 108 in a week. In the headlines: the Fed's first rate hike in three years, OpenAI's new safety disclosure framework, Google's DeepMind Institute, and Apple's return to server hardware with NVIDIA. The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Get it ad free at http://patreon.com/aidailybrief Learn more about the show https://aidailybrief.ai/
| Notebook Sugerido | Ações |
|---|---|
| ClawdBot | |
| Mentoria AI Agents LLM | |
| AI Agents |

The conversation explores the process of using OpenAI's Codex for video editing, covering key steps from defining the end goal to executing the editing process and reviewing the final output. It also delves into the potential for Codex to facilitate distribution and create a learning loop for improving editing strategies. Takeaways * Codex's video editing capabilities extend from defining the end goal to executing the editing process. * Codex can facilitate distribution and create a learning loop for improving editing strategies. Chapters * 00:00 Exploring Codex's Video Editing Capabilities * 01:23 Starting with the End in Mind * 03:13 Describing the Editing Instructions * 04:04 Giving Access to Assets * 05:33 Making Corrections and Providing Feedback * 06:58 Building the Bridge for Distribution * 08:25 Learning Loop and Strategy Documentation * 10:04 Executing the Editing Process * 11:26 Reviewing the Edited Video
| Notebook Sugerido | Ações |
|---|---|
| ChatGPT 5.5 | |
| Produção de Vídeo com IA | |
| Mentoria AI Agents LLM |

Sponsored by Wispr Flow! Download Wispr Flow for free and use code LIPSKY on desktop to get 1 month of Wispr Flow Pro with unlimited words: https://ref.wisprflow.ai/paul-j-lipsky-yt-5 Claude is bringing Chat and Cowork together, Gemini Notebook is getting new ways to learn, and ChatGPT, Grok Bot, and Meta Muse have fresh updates. Here's what matters from this busy week in AI. 0:00 Intro 0:36 Claude Updates 7:27 Wispr Flow 9:35 Gemini Notebook 11:00 Gemini Live 12:37 Google Updates 15:08 OpenAI Updates 20:15 Grok Bot Voice 20:43 Meta Muse
| Notebook Sugerido | Ações |
|---|---|
| Claude 5 | |
| Mentoria ChatGPT | |
| NotebookLM |

Get qualified and enriched leads with Clay: https://makes.clay.com/go/nate-herk/find-companies-that-fit-your-icp?via=nate-herk-int2 My roadmap for growing a $1M AI agency: https://app.aiautomationsociety.ai/opaa-ads-optin My FREE resources: https://www.skool.com/ai-automation-society/about?el=how-to-build-a-1-person-business-with-claude My Tools💻 FREE MONTH voice to text: https://get.glaido.com/nate Code NATEHERK for 10% off VPS (annual plan): https://www.hostinger.com/vps/claude-code-hosting Anthropic’s CEO: How to Build a 1 Person Business with Claude: Dario says the first 1-person billion-dollar company will be built this year. I started as an AI freelancer and passed $10K a month by myself, so today I'm building a $1 million company with 0 employees. That's why I'm breaking down Anthropic’s CEO vision on how to build a 1 person business with Claude. So what does Claude actually build? Watch and see. Sponsorship Inquiries: 📧 nate@smoothmedia.co Connect with me: https://www.linkedin.com/in/nateherkelman/ https://x.com/nateherk https://www.instagram.com/nateherk/ Timestamps: 00:00 - $1B solo company? 00:38 - Dario's 3 filters 02:26 - Which idea wins? 04:38 - Mystery shoppers 06:23 - Who sells it? 08:54 - $1M math 11:10 - The other path?
| Notebook Sugerido | Ações |
|---|---|
| LLMs (ChatGPT, Claude, Perplexity, Gemini, NotebookLM etc) |

In this video, we tested three different ways to create new camera angles with AI, and the results were pretty wild. Check out the full written breakdown and prompts here: https://curiousrefuge.com/blog/how-to-change-camera-angles-with-ai Check out our courses: https://curiousrefuge.com/courses And our latest addition: https://curiousrefuge.com/ai-for-microdramas Get AI Film News Sent to You: https://curiousrefuge.com/start-here Learn AI Filmmaking Workflows for Free: https://curiousrefuge.com/start-here Join our Community today: https://curiousrefuge.com/start-here
| Notebook Sugerido | Ações |
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| Mentoria Pós Produção IA |

Learn Claude Code + all my resources. Only $9. 👉 https://www.skool.com/claudecodeclub Summary ⤵️ Most AI built websites still look like slop. Here are 7 free resources that take your Claude Code builds from generic gradients and boring pricing cards to award winning design. ⏱️ Video Timestamps: 00:00 - Why AI websites look like slop 00:14 - Site #1 01:22 - Site #2 02:15 - Site #3 04:07 - Site #4 05:04 - Site #5 06:58 - Site #6 08:13 - Site #7 09:05 - Build anything with AI
| Notebook Sugerido | Ações |
|---|---|
| Claude Code 3 |

Get your own Hostinger VPS: https://hostinger.com/davidondrej10 Join my discord: https://discord.gg/gY3ebZnq2w Follow me on Instagram - https://www.instagram.com/davidondrej1/ Follow me on Twitter - https://x.com/DavidOndrej1 Watch my podcasts on Spotify: https://open.spotify.com/show/033E1ULeu3Pj9JU2MABz2U?si=vvf361b2R3O2Dg0obO-2IQ Subscribe if you're serious about AI. In this video I explain how to use Jev, the new AI model from TypeSafe which uses a completely new architecture to build a business
| Notebook Sugerido | Ações |
|---|---|
| Construção de Sistemas | |
| Mentoria AI Agents LLM | |
| Empreendedorismo com IA (2) |

🔴 Faça sua inscrição na MELHOR ESCOLA DE IA DO MUNDO! Voss Academy: 👉 https://www.vossacademy.com.br/ CONSULTORIA: Reserve 1 hora com o Rafa Voss: 👉 https://consultoria-voss.lovable.app/ 📸 Me siga no Instagram: @orafavoss #higgsfieldai
| Notebook Sugerido | Ações |
|---|---|
| Mentoria Higgsfield | |
| Mentoria Runway | |
| Mentoria Kling |

Get the 24 Tips guide for free ➡ https://www.skool.com/robonuggets-free/classroom search for n73 Learn how to build AI businesses 🚀https://www.skool.com/robonuggets Get RUBRIC - The Command Centre for AI Agents: https://www.getrubric.app/ *** Our AI Partner Tools (affiliate revenue go to community perks): 🥚 Free trial of Blotato: https://blotato.com/?ref=robonuggets 🥚 Free trial of n8n: https://n8n.partnerlinks.io/o3jqtj032c02 🥚 Free trial of Make https://www.make.com/en/register?pc=robonuggets 🥚 Free trial of ElevenLabs: https://try.elevenlabs.io/m5mn2jkv5rzk 🥚 Free credits at Apify: https://www.apify.com?fpr=sffv1 --- About Me 👋🏻 Hey thanks for watching! I'm Jay - spent my career in data and brand building, founded the ROBO Group to help forward-looking businesses grow with AI, and now teaching what I know through this channel and the RoboNuggets community. If you learned something new and want to see more, support the channel by subscribing: https://www.youtube.com/@RoboNuggets Follow on other platforms 🔻 ➗ Instagram: https://www.instagram.com/robonuggets ➖ Tiktok: https://www.tiktok.com/@robonuggets ✖️ Twitter/X: https://www.twitter.com/robonuggets ➕ LinkedIn: https://www.linkedin.com/in/j-enri/ For business, reach out at https://robolabs.so Leave me a comment if you have a specific request! Thanks. - Jay --- Timestamps 00:00 - Intro 00:24 - Easy 05:33 - Intermediate 10:27 - Advanced 14:28 - Wrap up #AIAgents #AgenticAI #AIAutomation #OpenClaw #ClaudeCode #Antigravity #MCPProtocol #Anthropic #AIAgency #AgentBuilding #AITools #AIWorkflow #AutonomousAgents #MultiAgent #VibeCoding
| Notebook Sugerido | Ações |
|---|---|
| Agente de IA 3 | |
| Skills |

▸▸ Learn AI Agents → https://www.skool.com/ai-architects ----- ▸▸ Watch me LIVE on Twitch M-Th (10am Pacific) → https://www.twitch.tv/stephengpope ▸▸ FREE AI Automation / Coding Community → https://www.skool.com/content-academy ----- Breakdown of an agent file system I designed for handling local and cloud data. Covers the architecture, how API control and vector search are integrated, the data flow between components, and the reasoning behind the design choices, walked through with diagrams. The design is ready for implementation; comment if you want the code next. 0:00 The Vision for a Unified Agent File System 1:02 Why Local File Access Isn't Enough 4:02 Deconstructing the Agent API Tool Call 7:31 Scaling to Multiple Concurrent Agents 10:57 Managing State with Git and Pre-Checked Pools 16:00 Integrating Advanced Vector Search Capabilities
| Notebook Sugerido | Ações |
|---|---|
| Open AI Agent Builder | |
| Hermes Agent | |
| Claude Code 3 |

Build, Learn, Earn with AI: https://www.skool.com/earlyaidopters/about Get the Free Codex + Ollama Setup Kit: https://markkashef.gumroad.com/l/codex-ollama-setup-kit Work With Us: https://www.promptadvisers.com/ Learn how to use Ollama in Codex to run local AI models, connect cheaper cloud models, and save your premium model usage for harder tasks. Keep working in your Codex projects while choosing a different model for research, planning and everyday knowledge work. I walk through the Ollama desktop integration, share the prompt I use to choose and connect a tool-capable local model, and demonstrate a workflow across GLM, Gemma and GPT-6 Astra: cloud research, a local-model shortlist, and a final diagram. You'll also see how I think about model pricing and when it makes sense to hand work off. The free setup kit includes the setup prompt, an eight-page guide, a verification test, a task-handoff template and the workflow website shown in the video. Local inference avoids per-token cloud charges; it still uses your hardware and electricity. Paid cloud models have separate costs. Model support, setup labels and prices can change, so the guide includes current documentation. Ollama does not reset your OpenAI usage limits or make Astra free. I'm not affiliated with Ollama. CHAPTERS 00:00 Stop using premium tokens for every task 00:18 Switch models inside your Codex projects 02:30 Connect Ollama to the Codex desktop app 03:15 The prompt to set up a local AI model 04:20 Delegate work to cloud and local models 05:24 Results: GLM research, Gemma shortlist, Astra diagram 05:59 Plan, delegate and review across models 06:23 Compare AI model and token costs 07:11 Ollama cloud pricing and Codex usage 07:55 Get the free setup prompt, guide and website #Codex #Ollama #LocalAI Connect: LinkedIn: https://www.linkedin.com/in/mkashef/ Instagram: https://www.instagram.com/markkashef/ X: https://x.com/MarkKashef
| Notebook Sugerido | Ações |
|---|---|
| Agente de IA 3 | |
| Construção de Sistemas | |
| Mentoria Agentes Autônomos: Manus, Genspark |

Get FREE Hyperagent credits here: https://www.hyperagent.com/nate100 FREE First Client SOP: https://app.aiautomationsociety.ai/optin/first-client-SOP/ My Tools💻 FREE MONTH voice to text: https://get.glaido.com/nate Code NATEHERK for 10% off VPS (annual plan): https://www.hostinger.com/vps/claude-code-hosting Codex can build scheduled and event-triggered automations, but keeping every job inside a Codex thread can use your subscription allowance. In this video, I walk through moving a morning brief and a webhook automation into Trigger.dev, then explain when a deterministic workflow is enough and when a Codex SDK agentic loop makes sense. We also test hosted runs, debug configuration, and verify delivery before enabling anything. Sponsorship Inquiries: 📧 nate@smoothmedia.co Connect with me: https://www.linkedin.com/in/nateherkelman/ https://x.com/nateherk https://www.instagram.com/nateherk/ TIMESTAMPS 0:00 Why Host Outside Codex 1:36 Three Automation Types 2:04 Planning A Morning Brief 4:44 Deterministic Vs Agentic 7:53 Build And Validate Locally 11:54 Deploy To Trigger.dev 16:45 Test Hosted Delivery 20:13 Webhook Automations 25:54 Codex SDK Automations 29:16 Moving An Agentic Routine 32:07 Testing The SDK Workflow 35:02 Final Takeaways
| Notebook Sugerido | Ações |
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| CLIs | |
| Construção de Sistemas |

🎁US$ 100 mil em prêmios estão em jogo! Tem uma ideia? Crie com a Emergent. Inscreva-se no Emergent X Kevin O’Leary Builder Fest e tenha a chance de ficar entre os 100 melhores criadores do mundo! 👉 Inscreva-se agora: https://app.emergent.sh/?utm_shift=redirect&via=ondeeuclico =============== Criar uma landing page com inteligência artificial já ficou fácil. O desafio agora é ir além e transformar uma ideia em um produto que realmente funcione. Neste vídeo, eu uso a Emergent para desenvolver a AI Today, uma startup de inteligência artificial com uma plataforma funcional, incluindo cadastro de usuários, login, dashboard, banco de dados, área administrativa, publicação de conteúdos e recursos que vão muito além de uma simples demonstração. =============== O conteúdo sempre será gratuito, mas se você quiser me pagar um café é só CLICAR NO "VALEU DEMAIS" e escolher a quantia desejada! Seu nome ficará em destaque nos comentários como incentivador do canal!!! =============== INSCREVA-SE NO CANAL: https://cutt.ly/aTYu0Gk =============== COMPARTILHE ESSE VÍDEO: https://youtu.be/KQS7BLDxhOM =============== #BuildBeyond #BuilderFest #BuildwithEmergent #BuildBeyondJeitinhoBrasileiro ===============
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| Mentoria Vibe Coding: Lovable, Firebase, Bolt |