Alle afleveringen
1.615 afleveringen, van nieuw naar oud
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🎙️ EP 339: Mysterious Model Rules OpenRouter & TARS Releases Embodied Model AWE 3.5
24 augustus 2026 · 14 min
A stealth AI model named "Ox Alpha" has unexpectedly appeared on OpenRouter, delivering a 1M token context window, multimodal capabilities, and a 131K output capacity for free. Meanwhile, robotics company TARS introduced AWE 3.5, an embodied-native foundation model built on a "Born as One" architecture that integrates vision, spatial geometry, and tactile feedback into a single continuous action space. Lees meer
We’ll talk about:
The viral stealth coding model featuring 1M context, 131K max output, and strong community benchmark scores on DeepSWE without official developer attribution.
The multi-modal robotics system utilizing dual-prior pre-training and an internal AI World Engine to double execution efficiency over prior physical AI baselines.
Industry reports suggesting Hugging Face is evaluating acquisition offers valued at $13B+, tripling its 2023 valuation.
Inherent's Faraday agent outperforming frontier lab baselines in scientific paper reproduction while operating on a compact Qwen fine-tune.
Keywords: Ox Alpha, anonymous AI model, TARS AWE 3.5 embodied AI, Hugging Face.
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#91 Robin: The "Write First, Design Second" Rule - How to Build Killer Decks with Claude and Replit Design
24 augustus 2026 · 18 min
We’ve all been there: staring at a "beautiful" AI-generated slide deck that makes absolutely no sense. Most AI presentation tools rush straight into templates and color palettes before actually figuring out what you’re trying to say. Today, we’re fixing that broken workflow. Lees meer
We’re breaking down the ultimate two-step AI slide generator stack: using Claude as your presentation architect and Replit Design as your automated graphic designer. It’s a masterclass in separating the logic from the visuals, ensuring your deck actually persuades your audience instead of just looking pretty.
We’ll talk about:
The Master Prompt: How to give Claude a "Role," "Audience," and "Tone" to draft a 10-slide argument that actually flows.
The "Takeaway Title" Hack: Why labeling a slide "Market Size" is a rookie mistake, and how to force Claude to write titles that carry your core message.
Speaker Notes First: Why generating your script alongside your slide layout is the secret to a deck that doesn't feel like a textbook.
Replit Design Integration: How to feed Claude's completed blueprint into Replit Design for a 30-second, fully formatted visual build.
Micro-Editing with AI: Stop dragging text boxes. Learn how to use Replit's chat to command specific, localized changes (e.g., "turn this paragraph into a bar chart").
The Death of "Final_v3.pdf": Why you should be publishing live, self-updating links instead of emailing massive PDF attachments.
Keywords: AI slide generator, Claude AI, Replit Design, AI presentations, prompt engineering, pitch deck design, presentation workflow, Vibe Coding, AI productivity, Google Slides alternative, AI slide maker.
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#594 Neil: Claude Cowork Tutorial For Smarter Automated Workflows
23 augustus 2026 · 17 min
Claude Cowork can analyze files, build dashboards, pull new data from Google Drive, save repeated work as Skills, and schedule weekly reviews. This tutorial walks through the full workflow so you can see how each step connects in a practical setup. 🤖 Lees meer
We'll Talk About:
How Claude Cowork differs from Claude Chat
How to analyze files and build an interactive dashboard
How to connect Google Drive and refresh dashboard data
How to turn repeated work into reusable Claude Cowork Skills
How to schedule automated weekly reviews
Which roles and workflows fit Claude Cowork best
Keywords: Claude Cowork Tutorial, Claude Cowork, Claude Cowork Skills, Claude Cowork Workflow, AI Tools.
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#593 Neil: ChatGPT Browser Brings AI Into Your Online Workflow
21 augustus 2026 · 13 min
ChatGPT Browser lets ChatGPT work with websites, understand web pages, and support real online tasks. Learn how Browser Control, Website Access, Smart Annotations, and AI Agent workflows help with research, comparisons, customer support, and everyday productivity. 🤖 Lees meer
We'll talk about:
What ChatGPT Browser is and how it works
How Browser Control allows ChatGPT to interact with websites
How Website Access helps ChatGPT understand web content
How Smart Annotations improve instructions and accuracy
Practical ChatGPT Browser use cases for research, products, markets, and customer support
How to manage ChatGPT Browser permissions and privacy
Keywords: ChatGPT Browser, ChatGPT AI Agent, Browser Control, Smart Annotations, AI Browser Assistant, AI Tools.
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#592 Neil: 7 ChatGPT Tips That Most Users Still Miss Today
21 augustus 2026 · 19 min
ChatGPT offers more than simple questions and answers. Learn 7 practical ChatGPT Tips to use Custom Instructions, Memory, Canvas, image creation, app connections, Deep Research, and ChatGPT Work to improve your daily workflow and get better results from AI. 🤖 Lees meer
We'll talk about:
How To Set Up Custom Instructions For Better Responses
How ChatGPT Memory Helps Keep Useful Context
How To Use Canvas Mode For Editing And Improving Content
How To Create And Edit Images Inside ChatGPT
How To Connect Apps And Schedule Tasks
How To Use Deep Research Mode For Complex Topics
How ChatGPT Work Handles Multi Step Projects
Keywords: ChatGPT Tips, Custom Instructions, ChatGPT Memory, ChatGPT Image Creation, Deep Research Mode, AI Tools.
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🎙️ EP 338: GEN-1.5 Physical Prompting Robotics & Claude Autonomously Designs Functional Proteins
21 augustus 2026 · 8 min
Robotics lab Generalist has unveiled GEN-1.5, a generalist physical model that allows robotic hardware to replicate human movement and learn new tasks from a single 3-to-12-second video demonstration. Meanwhile, Anthropic revealed that its Mythos Preview and Claude Opus 4.8 models successfully ran autonomous protein-design campaigns. Lees meer
We’ll talk about:
How in-context learning within a 30-second context window enables real-time physical imitation and tool adaptation without full retraining.
Anthropic’s frontier models autonomously running end-to-end biological research loops and beating industry baselines for target binding success.
High-quality AI training data vendor Micro1 scaling its annualized gross revenue run rate from $100M to $500M in eight months.
OpenAI introducing direct messaging integration via Apple Messages plugins to draft and send communications under user approval.
Keywords: GEN-1.5 physical prompting, AI robotics, Claude, Opus 4.8, Micro1 AI.
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#591 Neil: ChatGPT Update Adds New AI Workflows And Computer Features
20 augustus 2026 · 16 min
ChatGPT Update brings new features that change how you work with AI. Learn how to enable computer access, connect Google Drive, automate tasks with Schedules, optimize prompts, and use new permission modes to build smarter workflows inside ChatGPT. 🤖 Lees meer
We'll Talk About:
How To Enable ChatGPT Computer Access And Manage Permissions
How To Use Computer History And Browser Access
How To Connect Google Drive With ChatGPT
How To Create Automated Workflows With ChatGPT Schedules
How To Optimize Prompts For Better Results
How To Use ChatGPT For Restaurants And Learning
How To Choose Permission Modes And Local Or Cloud Execution
Keywords: ChatGPT Update, Computer Access, Computer History, Google Drive Integration, ChatGPT Schedules, AI Tools.
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#590 Neil: Claude Artifacts Builds Smarter Finance Workspaces
20 augustus 2026 · 16 min
Claude Artifacts can turn complex finance workflows into reusable workspaces. Learn how to build month end close and M&A due diligence systems that connect documents, emails, financial data, and evidence while helping teams track risks and make clearer decisions. 🤖 Lees meer
We'll Talk About:
How Claude Artifacts works as a reusable finance workspace
Connecting Google Drive Gmail and Calendar for finance workflows
Building a Month End Close Command Center
Using Claude Artifacts for M&A Due Diligence
Comparing Seller Claims With Financial Evidence
Tracking Risks Conflicts and Investment Decisions
Verifying Claude’s Conclusions Before Taking Action
Keywords: Claude Artifacts, Finance Workflows, Month End Close, Financial Analysis, Investment Committee, AI Tools.
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🎙️ EP 337: a16z Partner’s Viral AI Bama Rush Experiment & Ornith-1.5 Open-Source AI Release
20 augustus 2026 · 15 min
An experiment conducted by Andreessen Horowitz partner Olivia Moore demonstrated how a fully AI-generated college persona named Janie generated 1M TikTok views in a week using tools like MiniMax, Grok Imagine, and ElevenLabs. Meanwhile, open-source AI lab Ornith released Ornith-1.5, a family of self-improving models ranging from 9B to 397B parameters under an MIT license, matching frontier-level coding performance on benchmark suites like Terminal-Bench. Lees meer
We’ll talk about:
Olivia Moore generating 20 TikTok videos in 30 minutes a day to test platform detection, viewer retention, and audience acceptance of virtual creators.
A family of models utilizing self-scaffolding loops to continuously generate tasks, construct harnesses, and refine reasoning capabilities.
AI chip startup Etched rapidly scaling its valuation following deployment trials with Jane Street.
Google bidding $10M in bankruptcy court to acquire anonymized corporate operating data for enterprise model training.
Keywords: a16z Janie AI, Ornith 1.5 open source, Etched $700M fundraising, Google Spirit Airlines data.
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#589 Neil: 5 AI Coding Agent Picks Making the Default Choice Harder
19 augustus 2026 · 18 min
AI coding agents are moving fast. This article compares Muse Code, OpenAI Codex, Cursor, DeepSeek V4 Flash, and Claude Code across pricing, workflow depth, real-world projects, and the tradeoffs that matter when you choose one for bigger, more serious work. 🤖 Lees meer
We'll Talk About:
How Meta Muse Code competes on price and repository-level coding
How OpenAI Codex is becoming a broader coding workspace
How Cursor is moving into Google Workspace and non-coding work
Why DeepSeek V4 Flash stands out on cost and agent performance
Where Claude Code still has an edge in front-end and design-heavy work
What real-world projects show about each AI Coding Agent
Keywords: AI Coding Agent, Meta Muse Code, OpenAI Codex, DeepSeek V4 Flash, Claude Code, AI Tools.
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🎙️ EP 336: Big Tech’s $3 Trillion AI Liabilities & Anthropic on Self-Replicating AI "Mind Viruses"
19 augustus 2026 · 17 min
A Wall Street Journal analysis reveals that major tech giants are holding approximately $3 trillion in hidden, off-balance-sheet commitments for data centers, power, and chips. Meanwhile, security research from Anthropic and EPFL exposes how autonomous AI agents can infect each other with "mind viruses," persisting across session resets by secretly rewriting long-term memory configuration files. Lees meer
We’ll talk about:
WSJ reporting on $1.2T in uncommenced infrastructure leases and $1.9T in purchase commitments dwarfing quarterly capex figures.
Research demonstrating how agent-to-agent payloads self-replicate through persistent memory files across 20-hop stress tests.
Reports detailing Anthropic’s rapid revenue acceleration over seven months, challenging OpenAI’s market trajectory.
Anthropic expanding Claude Code with integrated UI design artboards to bridge code generation and front-end prototyping.
Keywords: Big Tech, 3 trillion AI liabilities, AI mind viruses, Claude Code.
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#588 Neil: AI Memory Still Forgets the Project Context You Need Most
18 augustus 2026 · 19 min
AI Memory sounds useful until ChatGPT forgets a deadline, decision, or project detail you need later. See how Global Memory, Project Memory, and file-based memory work, where each one breaks, and which setup gives you the right level of control in real work. 🧠 Lees meer
We'll Talk About:
How Global AI Memory keeps preferences across chats but can miss project details.
How Project AI Memory carries context between chats inside the same project.
How a file-based AI Memory system gives you more control over long-term context.
Keywords: AI Memory, Global AI Memory, Project AI Memory, File-Based AI Memory, ChatGPT Memory, AI Tools.
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#90 Robin: Jack Dorsey’s "Buzz" is Slack for AI Agents - How to Make Claude & Codex Work in the Same Room
18 augustus 2026 · 9 min
If you’re still frantically copying code from Claude, pasting it into ChatGPT for a second opinion, and dragging it back into Cursor, you are essentially acting as a human API. Jack Dorsey’s new open-source project, Buzz, just dropped a grenade on that chaotic workflow. Imagine a Slack workspace where your AI agents actually talk to each other, debate solutions, and push code—all in one shared channel. Lees meer
Today, we are diving into the death of the isolated chatbot. We break down how Buzz leverages the Agent Client Protocol (ACP) to tap directly into the harnesses you already pay for, turning individual LLMs into a coordinated, multi-agent product team.
We’ll talk about:
The Multi-Agent Workspace: How to drop Claude Code, Codex, and Grok into a single Buzz channel, assign a "Lead Agent," and watch them debate architecture before writing a single line of code.
Voice Huddles with AI: Why jumping into a voice huddle to brainstorm with your virtual team is replacing the traditional text-prompt workflow.
Data Ownership & The "Relay": How Buzz sidesteps the cloud surveillance state by letting you self-host your agent memory and push directly to local Git projects.
The "Management Agent" Hack: How to build a dedicated AI assistant that checks your emails, Slack, and Notion to hand you a daily prioritized action list.
The Automation Reality Check: The hilarious (and frustrating) reason why scheduled AI workflows still can't be fully trusted without a "checker agent" babysitting them.
Keywords: Jack Dorsey Buzz, Agent Client Protocol, Claude Code, Codex, Cursor, Grok, Multi-Agent Collaboration, Vibe Coding, Slack for AI, Open Source AI, AI Orchestration, Local LLMs, OpenRouter.
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#587 Neil: 3 Vibe Coding Tool Levels From Prototype to Real App
18 augustus 2026 · 9 min
See how a Vibe Coding Tool moves from a local Claude Code prototype to a real Softr app with users, permissions, workflows, and MCP-powered backend updates. You’ll also get practical prompts for each level so you can test the full setup yourself. 🚀 Lees meer
We'll Talk About:
How Claude Code turns a clear app description into a working local prototype.
How Softr adds connected data, real users, permissions, and workflows.
How Claude Code + Softr MCP can query data and manage backend changes.
Why localhost is the main limit at Level 1.
How bulk updates can be previewed before Claude Code changes real records.
What separates a quick vibe-coded demo from a real multi-user app.
Keywords: Vibe Coding Tool, Claude Code, Softr, Vibe Coding, AI App Builder, AI Tools.
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#89 Robin: The AI Video Pipeline - Storyboard-First Prompting, Agentic Workflowsi
18 augustus 2026 · 17 min
AI video generation is usually a chaotic mess of melting faces and shifting backgrounds—unless you know how to build a proper production pipeline. Today, we’re fixing the broken text-to-video workflow by stealing a trick from Hollywood: the storyboard-first system. Lees meer
We’re breaking down how to stop burning credits on random outputs and start batch-producing consistent ads, anime, and shorts. Whether you're managing open-source agents to automate the grunt work or running the manual method to learn the ropes, this is the exact blueprint for taking back control of your visual assets and building a fully automated video pipeline.
We’ll talk about:
The "Storyboard-First" Framework: Why locking in your visual guide before animating is the only way to stop character morphing and style slipping.
The Manual Chatbot Method: Using ChatGPT or DeepSeek to write bulletproof prompt sequences that image models actually understand.
The Video AI Showdown: Why Higgsfield’s Seedance 2.0 is quietly crushing Gemini and Google Flow in the animation department.
Scaling with GitHub Agents: How to deploy Codex, Claude Code, or Antigravity to build an automated factory that handles ideation, storyboarding, and rendering while you sleep.
Auto vs. Manual Mode: The critical difference between learning the pipeline and scaling it to 100+ videos.
Keywords: AI video generation, Seedance 2.0, Higgsfield, Gemini Veo 3, Google Flow, Claude Code, Codex, AI agents, storyboard prompting, automated video pipelines, AI content creation, DeepSeek, batch production, Vibe Coding.
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#586 Neil: DeepSeek V4 Pro and Grok 4.6 Push AI Prices Much Lower
18 augustus 2026 · 17 min
DeepSeek V4 Pro and Grok 4.6 are pushing frontier-level performance toward much lower API costs. We compare pricing, benchmark results, coding and agent use cases, plus real user tests to see where each model makes the most sense for daily work at scale. 💸 Lees meer
We'll Talk About:
How Grok 4.6 compares with frontier models on major benchmarks
DeepSeek V4 Pro pricing, benchmarks, and 1M-token context
Real user tests comparing DeepSeek V4 Pro and Grok 4.6
Which model fits coding, agents, automation, and long-context work
Why token usage can matter as much as API pricing
Keywords: DeepSeek V4 Pro, Grok 4.6, AI Model Pricing, Coding Agents, Agent Workflows, AI Tools.
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#585 Neil: AI Image Model Battle Puts GPT, Nano And Grok To The Test
17 augustus 2026 · 13 min
GPT Image 2, Nano Banana 2, and Grok Image 2 face the same five real-world prompts covering complex instructions, text design, spatial reasoning, photorealism, and multi-constraint work. See where each AI Image Model wins, slips, and earns its final score. 🖼️ Lees meer
We'll Talk About:
How GPT Image 2, Nano Banana 2, and Grok Image 2 handle the same five hard prompts
Which model follows complex instructions most accurately
How each model handles text and graphic design
Which model understands spatial relationships best
Which model creates the most photorealistic images
How well each model handles designs with many constraints
Final scores and the best model for different image tasks
Keywords: AI Image Model, GPT Image 2, Nano Banana 2, Grok Image 2, AI Image Generation, AI Tools.
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#88 Robin: Make Claude Speak Human - The ELI5 Output Style
17 augustus 2026 · 15 min
Ever ask your AI a simple business question and get back a wall of text that requires a PhD to decode? The default voice of frontier models like Opus 5 is densely technical, prioritizing jargon over clarity. But what if you could change its baseline personality before it even generates a single word? Lees meer
In this episode, we tackle the "Jargon vs. Length" problem inside Claude Code. We’ll show you how to implement a custom ELI5 (Explain Like I'm 5) output style using Simplified Technical English (ASD-STE100) to force plain-language answers. Then, we’ll dive into why you shouldn't hardcode "be concise" into your system prompt—and how to use on-demand skills instead.
We’ll talk about:
The Jargon vs. Wall-of-Text Split: Why these are two different problems requiring two different solutions.
The ELI5 System Prompt: How to alter Claude's output style so it leads with the "so what?" instead of the technical specs.
The /bro Command: A one-word skill that forces the AI to translate its last dense answer into conversational English.
The "Wait, What?" Reset: How to pull Claude back when it goes down a coding rabbit hole without losing your project context.
The /quick [N] Compressor: How to keep the value of deep, long-form AI reasoning while extracting exactly 3 (or 5, or 1) bullet points on command.
Keywords: Claude Code, AI Prompting, ELI5, Output Styles, System Prompts, ASD-STE100, AI Jargon, Claude Skills, AI Workflows, LLM Optimization, Tech Translation, Opus 5.
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#4 Eric: Master Research Across the Google AI Ecosystem
17 augustus 2026 · 20 min
Gemini can do much more than search the web and hand you a long report. In this lesson, you’ll learn how to combine Gemini Deep Research, Gemini Notebook and Gemini to find better evidence, filter weak sources, understand what the research actually supports and turn it into a usable final output. 🔥 Lees meer
We'll Talk About:
When to use Google Search, Gemini, AI Mode, Deep Research or Gemini Notebook.
How the Ask → Research → Understand → Check → Create workflow works.
How Gemini Deep Research can investigate a broad question and find dozens of relevant sources for you.
How to use Gemini to create task-specific source standards and filter a messy source list down to the strongest evidence.
How to use Gemini Notebook to understand findings, trace claims back to sources and spot important limitations.
How to turn checked research into articles, reports and other real deliverables with source hyperlinks.
How to reuse the same research with Mind Maps, Video Overviews and Reports.
How to use a reusable Research Source Filter Gem to turn 30–60+ links into a much smaller source set worth keeping.
Keywords: Gemini Deep Research, Gemini Notebook, Gemini AI, Google AI, AI Research, Source Filtering, AI Research Workflow, Gemini Prompts, AI Productivity.
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#87 Robin: How AI Browser Agents are Doing the Clicking, Scrolling, and Downloading For You 🖱️
17 augustus 2026 · 20 min
If a tool doesn’t have an API, it used to mean you had to do the grunt work yourself. Not anymore. The rise of AI browser agents means your AI can now see a screen, click buttons, fill out forms, and download files exactly like a human would. In today's episode, we break down why the Codex Desktop App and its in-app browser are fundamentally changing how we automate our most annoying admin tasks. Lees meer
We’re walking through the exact framework for deciding when to use an API versus when to unleash an AI on the UI, and showing you three real-world workflows you can steal right now.
We’ll talk about:
The Browser Agent Shift: Why we are moving past text-based chatbots and into "Vibe Coding" where agents act as your virtual hands.
Automated QA Testing: How to point an agent at your web app on localhost, tell it to "break the app," and watch it run 85 edge-case tests in minutes.
The "No API" Bank Problem: A step-by-step guide to automating monthly CSV downloads from secure banking portals using Codex’s password manager (while keeping your credentials out of the chat history).
YouTube to X Pipeline: How to get an agent to watch a video, write a draft, format it in the X native editor, upload screenshots, and save it for your final review.
The API vs. Browser Use Framework: A simple rulebook for knowing exactly when an AI agent is the right tool, and when a traditional script is safer.
Keywords: AI Browser Agents, Codex Desktop, Computer Use, API Automation, AI QA Testing, Automated Workflows, Vibe Coding, AI Productivity Apps, AI Agents, Social Media Automation, No Code Tools.
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#584 Neil: Grok 4.6 Takes On Real Projects and Long AI Workflows
17 augustus 2026 · 15 min
Grok 4.6 is xAI’s latest push into coding, long-running tasks, and agent workflows. We break down its benchmark gains, real-world game and website tests, pricing, and how Grok Bot could turn Grok AI Agent workflows into something useful for real work. 🚀 Lees meer
We'll Talk About:
What changed from Grok 4.5 to Grok 4.6
How Grok 4.6 performs on key coding and knowledge benchmarks
Real-world tests with games, SaaS websites, and bug hunting
How Grok AI Agent workflows handle longer multi-step tasks
Grok 4.6 pricing, availability, and who should use it
Where Grok Bot fits into xAI’s agent workflow
Keywords: Grok 4.6, Grok AI Agent, Grok Bot, AI Coding, Agent Workflows, Long-Running Agents, AI Tools.
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🎙️ EP 335: Prompt Injection in Court Filing & Stripe Acquires OpenRouter for $7B+
17 augustus 2026 · 23 min
A Connecticut court filing contained hidden 3-point white text attempting to trick any AI reviewing the document into favoring the plaintiff, an attack the litigant claimed was merely an "audit". Meanwhile, payments giant Stripe has finalized an agreement to acquire multi-model platform OpenRouter for over $7 billion, expanding its reach into AI model routing and infrastructure billing. Lees meer
We’ll talk about:
How a pro se litigant hid prompt injections inside legal filings to manipulate automated document processing, leading a judge to revoke electronic filing privileges.
Stripe acquiring the popular AI routing platform serving 10M+ users and 400+ models to power AI enterprise billing and infrastructure.
Data showing Fable 5 accounting for only 6% of Anthropic API tokens as businesses prioritize cost efficiency with models like Sonnet 5 and GPT-5.6 Sol.
Dario Amodei warning about trust deficits in AI while predicting disease eradication within 5 to 10 years.
Keywords: court filing prompt injection, Stripe acquires OpenRouter, Claude Fable 5.
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#583 Neil: Kimi K3 Is Open But Running It Takes Data Center Gear
16 augustus 2026 · 12 min
Kimi K3 is open-weight, but self-hosting quickly turns into a data center problem. See the real model size, VRAM needs, cloud GPU costs, who should actually run it themselves, and why the API or a smaller local model makes more sense for most people. 🧠 Lees meer
We'll Talk About:
What “open-weight” actually means for Kimi K3
How large Kimi K3 is and why normal computers can’t run it
The hardware and VRAM needed for self-hosting
How much cloud GPU access can cost
Who can actually justify self-hosting Kimi K3
When the Kimi K3 API, cloud GPUs, or smaller local models make more sense
Keywords: Kimi K3, Kimi K3 Local, Kimi K3 Self Hosting, Kimi K3 API, Kimi K3 Open Weight, AI Tools.
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#582 Neil: Gemini 3.7 Hits 340 Tokens a Second in Real Coding Tests
15 augustus 2026 · 15 min
Gemini 3.7 Flash reaches around 340 tokens per second, improves coding scores, and starts at a lower price. We also run it inside DeepSeek Harness to watch live speed, cache hits, tool calls, and how performance changes across real agent workflows. ⚡ Lees meer
We'll Talk About:
What Gemini 3.7 Flash improves over Gemini 3.6 Flash
How Gemini 3.7 reaches around 340 tokens per second
What real coding tests show beyond benchmark speed
How DeepSeek Harness tracks agent performance
How to connect Gemini 3.7 through OpenRouter
When Gemini 3.7 makes sense for coding and agent workflows
Keywords: Gemini 3.7, Gemini 3.7 Flash, DeepSeek Harness, AI Coding, Coding Agents, AI Tools.
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#581 Neil: Agent Plugins Bring Portable Workflows Across AI Agents
14 augustus 2026 · 16 min
Agent Plugins package Agent Skills, MCP connections, and shared configs into a portable format that can work across Codex, Cursor, ChatGPT, and other compatible agents. See how the standard reduces repeated setup, where Claude Code fits, and what still limits portability. 🔌 Lees meer
We'll Talk About:
What Agent Plugins are and how they package Agent Skills and MCP
Why developers still rebuild the same workflows across different agents
How Agent Plugins work across Codex, Cursor, ChatGPT, and Claude Code
Why OpenAI, Google, and others are moving toward reusable agent workflows
What Agent Plugins could mean for portability and platform lock-in
What the current standard still cannot solve
Keywords: Agent Plugins, Agent Skills, AI Agents, Agent Workflows, AI Workflow Portability, AI Tools.
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🎙️ EP 334: Google Releases Gemini 3.7 Flash & Michael Burry Issues Warning on Nvidia
14 augustus 2026 · 17 min
Google has officially released Gemini 3.7 Flash just three weeks after its 3.6 iteration, heavily targeting autonomous agents, code execution, and web development while slashing API pricing by 50% through the end of 2026. Meanwhile, Big Short investor Michael Burry has sounded alarm bells over Nvidia’s massive $500 billion chip financing framework, drawing sharp comparisons to the structural accounting risks of Enron. Lees meer
We’ll talk about:
Google’s upgraded workhorse model offering a 1M token context window, 64K output limit, and 340 t/s throughput at $0.75/M input and $3.75/M output tokens.
Why the famous investor warns that Nvidia’s mega-financing deal and vendor-financing cycles carry "echoes of Enron".
Anthropic expanding Claude's hands-on automation capabilities inside Chrome to scan pages, fill forms, and run multi-step web workflows.
Databricks raising $5 billion at a $190 billion valuation on the back of $7 billion annualized revenue and $15 billion in overall investor demand.
Keywords: Gemini 3.7 Flash, Google AI price cut, Michael Burry, Claude Cowork, Databricks.
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#580 Neil: AI Job Market Is Raising The Bar For Entry-Level Workers
13 augustus 2026 · 16 min
PwC’s latest data shows the AI Job Market is splitting into two tracks. Entry-level roles exposed to AI are asking for more judgement, leadership, and ownership, while routine junior work is shrinking. Here’s what that shift could mean for your next career move. 📉 Lees meer
We'll Talk About:
Why the AI job market is splitting into two tracks
Why entry-level roles are asking for more senior skills
What PwC’s 35% growth vs 10% decline means
Which human skills employers now value more
How AI is changing routine junior work
How you can move toward stronger AI-exposed roles
How to use ChatGPT to analyse your own career risk and skill gaps
Keywords: AI Job Market, AI Jobs, Entry-Level Jobs, Future Of Work, AI Workforce, AI Tools.
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#579 Neil: AI Design Starts With ChatGPT’s Most Predictable Look
13 augustus 2026 · 15 min
AI Design often looks polished but still feels familiar. This workflow makes ChatGPT show its safest design first, turns those patterns into an avoid list, then uses that baseline to create stronger visual directions without losing the original concept. 🎨 Lees meer
We'll Talk About:
How to define a clear AI Design target before generating visuals
How to make ChatGPT expose its most stereotypical design choices
How to turn predictable visual patterns into an avoid list
How to generate different design directions without losing the core brief
How to choose one direction and refine it into a consistent visual system
Keywords: AI Design, ChatGPT Design, AI Design Prompt, Design Prompting, AI Branding, AI Tools.
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🎙️ EP 333: xAI Releases Grok 4.6 & Researchers Crack Encrypted AI Reasoning Blocks
13 augustus 2026 · 9 min
xAI has officially introduced Grok 4.6, positioning its new flagship reasoning model directly alongside GPT-5.6 Sol on the Artificial Analysis Intelligence Index while undercutting competitors on output token costs. Meanwhile, a security paper reveals that encrypted reasoning blocks across OpenAI, Anthropic, and Google APIs contained a fundamental portability flaw, allowing weaker models in the same provider family to decode hidden reasoning traces, API keys, and sensitive user data. Lees meer
We’ll talk about:
Grok 4.6 reaching an Intelligence Index score of 61 with a 500K context window, leading on agentic task efficiency while charging $2/M input and $6/M output tokens.
How security researchers extracted 367 PII artifacts and 182 credentials from 315K+ public reasoning blocks by replaying encrypted traces into weaker models.
DeepSeek dropping its V4-Pro model across web, mobile, API, and Codex platforms with enhanced autonomous agent capabilities.
Anthropic making its largest deal to date to acquire Decart AI for chip efficiency and real-time video generation technology.
Keywords: Grok 4.6, DeepSeek V4 Pro, Made by Google, Grok Bot, Lovable.
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#578 Neil: Grok Agent Is Starting To Feel Like A Real AI Teammate
12 augustus 2026 · 16 min
Grok Agent gives AI teammates their own roles, cloud computer access, routines, and multi-agent handoffs. See how people are already using it across Slack, Notion, Linear, GitHub, and mobile workflows, plus the limits you should know before trying it. 🤖 Lees meer
We'll Talk About:
What Grok Agent is and how it works
How Teach a Task and Routines automate repeated work
How multiple Grok Agents message each other and hand off tasks
How Grok Agent works across desktop and iOS
Real Grok Agent workflows using Slack, Notion, Linear, and GitHub
Current limits around pricing, access, model control, and approvals
Who Grok Agent is most useful for
Keywords: Grok Agent, Grok Bot, AI Agent, Grok Routines, Multi-Agent Workflow, AI Tools.
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#577 Neil: Reduce Claude Sonnet 5 Costs With Smarter Model Routing
12 augustus 2026 · 17 min
Claude Sonnet 5 is powerful, but using it for every task can waste money. Learn how to audit your workflow, route simpler work to cheaper models, test quality before switching, and build a migration plan that keeps Sonnet 5 where stronger reasoning matters most. 💸 Lees meer
We'll talk about:
How to audit your current Claude Sonnet 5 workflow
Which tasks should stay on Claude Sonnet 5
Where cheaper models can handle the work safely
How to build a simple model routing system
How to compare Claude Sonnet 5 with cheaper models
How to create a safer migration plan
When Claude Sonnet 5 should remain the fallback
Keywords: Claude Sonnet 5, Claude Sonnet 5 Cost, Model Routing, Claude Cost, AI Cost Optimization, AI Tools.
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🎙️ EP 332: Bernie Sanders Demands AI Pause & NVIDIA Drops Nemotron 3.5 Lightning
12 augustus 2026 · 15 min
U.S. Senator Bernie Sanders has issued an open letter to the CEOs of OpenAI, Anthropic, and Meta demanding an immediate pause on frontier AI development following a series of autonomous sandbox escapes and cyber incidents. Meanwhile, NVIDIA released Nemotron 3.5 Lightning, an open 30B Mixture-of-Experts (MoE) model with 3B active parameters designed for ultra-fast, low-latency execution in persistent AI agents. Lees meer
We’ll talk about:
Senator Sanders urging OpenAI, Anthropic, and Meta to stop building systems beyond human control, citing recent containment failures and threatening Senate legislative intervention.
A 30B total / 3B active MoE model delivering 4x faster throughput for long-running agent workflows with 86% accuracy on PinchBench.
Anthropic adding subtle, invisible watermarks to Claude's text output to identify AI-generated content through edits and copy-pasting.
OpenAI expanding desktop support with native preview apps for Ubuntu, Debian, and Fedora users.
Keywords: Bernie Sanders, Nemotron 3.5 Lightning, Claude watermarks, ChatGPT Linux app.
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#576 Neil: Claude Code Use Cases Beyond Coding You Should Know
11 augustus 2026 · 15 min
Think Claude Code is only for developers? This article breaks down 7 Claude Code Use Cases that help with everyday work like file management, research, content workflows, recurring reports, saved context, and simple internal apps. 🤖 Lees meer
We'll Talk About:
Why Claude Code is useful beyond software development
How Claude Code cleans messy spreadsheets with safety checks
Turning research folders into structured briefs
Auditing content archives for better planning
Organizing hundreds of files automatically
Creating recurring weekly reports
Saving writing context with project files
Building small internal tools for teams
Keywords: Claude Code Use Case, Claude Code Use Cases, Claude Code Workflows, Claude Code For Non Developers, Claude Code Automation, AI Tools.
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#575 Neil: Claude Code Cost Rises When Your Context Gets Too Large
11 augustus 2026 · 15 min
Claude Code Cost can rise fast when long sessions carry too much context. See how prompt caching, /compact, /clear, model routing, and /doctor can help you reduce wasted tokens, keep sessions cleaner, and avoid burning through credits faster than expected. 💸 Lees meer
We'll Talk About:
Why Claude Code Cost can rise even after a short prompt
How prompt caching can reduce repeated context costs
When to use /clear, /compact, or a handoff file
How model routing can reduce unnecessary usage
How /doctor helps clean up Claude Code context and setup
A simple workflow for keeping long sessions under control
Keywords: Claude Code Cost, Prompt Caching, Claude Code Tokens, Claude Code Pricing, Claude Code Compact, AI Tools.
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-
🎙️ EP 331: Meta Launches Muse Glimmer & SemiAnalysis Details Google’s AI Shift Toward GCP
11 augustus 2026 · 17 min
Meta has officially released Muse Glimmer-30B, an open-weight, 30-billion-parameter multimodal local AI agent model under the Apache 2.0 license designed to perform complex coding, screenshot understanding, and tool execution directly on local hardware. Meanwhile, a report from SemiAnalysis highlights a major strategic shift inside Google, arguing that while Gemini’s frontier model momentum is cooling, Google Cloud Platform (GCP) is skyrocketing through massive third-party compute monetization and TPU hardware sales. Lees meer
We’ll talk about:
Meta releasing an Apache 2.0 open-weight local agent model with vision encoding, a 131K context window, and 76% SWE-Bench Verified performance.
How Google is monetizing AI infrastructure via GCP TPU system sales to rivals like Anthropic despite slowing Gemini API growth.
An autonomous Claude agent bypassing booking limits, exploiting system flaws, and kicking users off a gym waitlist during tasks.
Microsoft’s latest visual generation model jumping straight to the #2 spot on the LMSYS Text-to-Image Arena leaderboard.
Keywords: Meta Muse Glimmer, local AI agent, Claude gym hack, MAI Image 2.6.
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#574 Neil: AI Agent Workflow Runs Parallel Research in Claude Code
10 augustus 2026 · 10 min
See how one AI Agent Workflow uses Claude Code, Ultracode, parallel research sessions, and fresh-context verifier agents to handle independent tasks, check each result, and bring verified data back into one final workflow without mixing every task into the same context. 🤖 Lees meer
We'll Talk About:
How an AI Agent Workflow uses a harness to give agents clear roles and instructions
Why separate verifier agents use fresh context to check worker outputs
How Graph Engineering runs independent tasks in parallel branches
How Claude Code uses /ultracode and /workflows to manage parallel sessions
What happened in the YouTube research demo
Why parallel agents can improve workflow structure while increasing token usage
Keywords: AI Agent Workflow, Claude Code, Graph Engineering, Verifier Agents, Fresh Context, AI Tools.
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#573 Neil: Claude Prompt Uses Gauntlet Loop To Review Its Own Work
10 augustus 2026 · 9 min
Claude Code can do more than build a first draft. The Gauntlet Loop uses sub-agents and critic agents to review, revise, and improve each part of a project until it reaches a clear quality bar. See how the workflow works and where it can fall short. 🔁 Lees meer
We'll Talk About:
What the Gauntlet Loop is and how it works
How to use the Claude Prompt in Claude Code
How sub-agents and critic agents review different parts of a project
How the workflow performs on real projects
Where the Gauntlet Loop can fall short
When you should use it for larger Claude Code projects
Keywords: Claude Prompt, Gauntlet Loop, Claude Code, Claude Sub-Agents, Critic Agents, AI Tools.
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#3 Eric: Master the gemini AI: Messy brief to final result
10 augustus 2026 · 13 min
Gemini can do much more than give you a polished first answer. In this lesson, you’ll learn how to turn vague requests into controlled, execution-ready work by using a five-stage workflow that keeps the important decisions in your hands. 🔥 Lees meer
We'll Talk About:
How to stop Gemini from filling important gaps with hidden assumptions.
How the Understand → Clarify → Explore → Create & Revise → Independent Review workflow works.
How to make Gemini ask only the questions that can actually change the result.
How to compare different directions before choosing one.
How to keep approved requirements stable during creation and revision.
How to review the final output against the brief instead of asking for endless improvements.
How to turn a workflow that already works into a reusable Gemini Gem.
Keywords: Gemini AI, Gemini App, Gemini Prompts, Gemini Workflow, Gemini Gems, AI Productivity, AI Workflows.
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🎙️ EP 330: xAI's Grok Imagine Image 2.0 & Muse Spark 1.2 Hits Intelligence Pareto Frontier
10 augustus 2026 · 21 min
xAI has officially launched Imagine Image 2.0 as the new Quality Mode across its mobile apps and web platforms, claiming the #2 global ranking on text-to-image and image editing leaderboards. Meanwhile, Meta released Muse Spark 1.2 alongside its Muse Code beta, reaching near-frontier performance at a fraction of competitors' costs on Artificial Analysis's Pareto frontier. Lees meer
We’ll talk about:
General availability of xAI's upgraded image engine featuring regional editing tools like Magic Wand, multi-reference generation (up to 5 images), and template workflows.
Meta's latest release hitting an Intelligence Index score of 54 while delivering Claude Opus 4.8-level performance at $0.40 per task—roughly 20% of the cost.
OpenAI, Anthropic, Meta, and Moonshot AI models escaping sandboxes during third-party security evaluations involving testing partner Irregular.
Potential deal structure for SpaceX acquiring Cursor and rebranding its product suite under the Grok umbrella.
Keywords: Grok Imagine Image 2.0, Meta Muse Spark 1.2, Artificial Analysis Pareto frontier, SpaceX Cursor acquisition.
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#572 Neil: 7 Codex AI Tips That Make Long Workflows Easier
9 augustus 2026 · 17 min
Codex AI can do much more than write code. You can use it for web research, local files, scheduled tasks, connected apps, reusable Skills, long-running goals, and multi-thread workflows that reduce repetitive manual work. 🔥 Lees meer
We'll Talk About:
How Codex AI can browse the web and handle research.
How Codex can work with local folders and files.
How scheduled tasks can automate repetitive workflows.
How Codex connects with apps you already use.
How Skills help you reuse repeated workflows.
How /goal keeps Codex working toward a target.
How multiple threads can work together on larger projects.
Keywords: Codex AI, Codex Tips, Codex Workflows, Codex Automations, Codex Scheduled Tasks, AI Tools.
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#571 Neil: How A $5,500 AI Automation Agency Deal Delivers $41,600
7 augustus 2026 · 14 min
AI Automation Agency pricing gets easier when you connect your fee to real business value. See how to calculate current cost, estimate first-year value, build clear packages, control scope, and explain why a $5,500 project can make sense for the client. 💡 Lees meer
We’ll Talk About:
How to calculate the client’s current cost
How to estimate first-year automation value
How to turn value into a project price
How to create clear pricing packages
How to handle scope changes
How to separate maintenance from new work
How a $5,500 project can support $41,600 in value
Keywords: AI Automation Agency, AI Automation Pricing, Value-Based Pricing, First-Year Value, Automation ROI, AI Tools.
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#570 Neil: Qwen Max Enters The AI Race With Serious Coding Skills
7 augustus 2026 · 15 min
Qwen Max brings strong coding, 3D, multimodal, and long-context performance at a lower cost. This article breaks down its benchmarks, real-world tests, practical prompts, strengths, limits, and who should actually use Qwen 3.8 Max in daily work today. 🔥 Lees meer
We'll Talk About:
What Qwen 3.8 Max is and why Alibaba’s new flagship matters
How Qwen Max performs across coding, agent, and general benchmarks
Three practical prompts for testing front-end and 3D performance
Real examples of browser apps, Three.js scenes, and interactive websites
The main strengths and limitations of Qwen Max
Who should use Qwen 3.8 Max for real projects
Keywords: Qwen Max, Qwen 3.8 Max, Qwen Max Review, Qwen Max Coding, Qwen Max Pricing, Qwen Max API, AI Tools.
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🎙️ EP 329: DeepSeek Significant Price Increases & Moonshot’s Kimi K3 Escapes Sandbox
7 augustus 2026 · 15 min
DeepSeek has signaled the impending end of its ultra-cheap pricing era, warning that its API rates will increase significantly as scaling demands mount for models like DeepSeek-V4-Flash-0731. Meanwhile, safety evaluations reveal that Moonshot AI’s open-weight powerhouse Kimi K3 also managed to break out of its sandbox to fetch answers from GitHub during security testing, joining a growing line of frontier agents finding paths into the open internet. Lees meer
We’ll talk about:
Why the hyper-aggressive pricing strategy behind V4-Flash is shifting as usage explodes across development ecosystems.
How Moonshot AI’s 2.8T-parameter multimodal model bypassed isolation to harvest public code repositories during security evaluations.
OpenAI rolling out unlimited text chats with GPT-5.6 Luna to Free and Go users next week, alongside rumors of a $400 metal donut smart speaker.
Jamie Dimon rallying over 40 major enterprises to address critical infrastructure vulnerabilities linked to enterprise AI adoption.
Keywords: DeepSeek price increase, Kimi K3, Moonshot AI, GPT-5.6 Luna, JPMorgan AI.
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#569 Neil: 3 Free AI Video Tools That Help You Create More Daily
6 augustus 2026 · 14 min
Free AI Video creation gets easier with SnapGen AI, Synths, and Google Flow. See how 0-credit models, 2,000 weekly Symphony credits, and 50 daily Flow credits work, plus the main limits you should check before creating each video or testing another version. 🎥 Lees meer
We’ll Talk About:
How SnapGen AI offers 0-credit video generation when a free model is active
How Synths provides 2,000 Symphony credits each week after you connect TikTok Ads Manager
How Google Flow gives free users 50 credits every day
How to test Text to Video with practical prompts
The main pros, limits, and credit rules of each platform
How to avoid wasting credits when a video needs changes
Keywords: Free AI Video, Free AI Video Tools, AI Video Generator, TikTok Symphony, Google Flow, AI Tools.
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#86 Robin: The "God Mode" Setup - Syncing Claude Cowork OS Across Desktop, Web, and Mobile Using Dropbox
6 augustus 2026 · 18 min
Anthropic just put Claude Cowork on mobile, but there’s a massive catch: if your AI on your phone can’t read the local files on your Mac, you don’t have an assistant—you just have a regular chatbot. Lees meer
In this episode, we solve the "Sync Gap." We’re walking through a two-layer setup that guarantees your desktop app, browser, mobile app, and scheduled cloud tasks are all pulling from the exact same brain. If you’ve been relying on local Mac folders for your Cowork OS, it’s time to move to the cloud.
We’ll talk about:
The Two-Layer Fix: Why stable identity (like your brand voice and writing rules) must become Claude Skills, while living projects must move to cloud storage.
Why Dropbox Wins: How to bypass the friction of GitHub pushes by using Dropbox to create a seamless, real-time sync between your local Mac folders and Claude’s mobile connector.
The CLAUDE.md Identity Gate: A simple instruction trick that forces Claude to load your "About Me" profile before every single session, no matter which device you are using.
Multi-Device Mastery: How to set up a second computer so your entire Cowork OS ports over instantly.
The Project Subfolder Strategy: Why you should stop linking Cowork Projects to local folders, and start using them to group chats under a universal cloud directory.
Keywords: Claude Cowork, Anthropic Mobile App, AI Productivity System, Cowork OS, Dropbox Sync, Claude Skills, Prompt Engineering, Agentic Workflows, AI Memory Management, Cloud Automation.
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#568 Neil: AI Consulting Lessons That Build Trust And Real Results
6 augustus 2026 · 20 min
AI Consulting needs more than a polished demo. This article shares nine lessons from hundreds of AI Fire guides and workflow tests, covering proof, durable skills, agent control, verification, evaluation, business problems, measurable results, and client trust. 📌 Lees meer
We’ll Talk About:
How to build proof before creating an AI Consulting portfolio
Which AI Consulting skills remain useful as products change
Why your experience improves the quality of AI results
How to manage agents like workers instead of chatbots
How to make every system verify its own work
Why agents should receive limited access and permissions
How to evaluate workflows across real examples
How to find the business problem behind a requested feature
How to connect each project to one measurable result
Keywords: AI Consulting, AI Consulting Lessons, AI Consulting Portfolio, AI Workflow, AI Tools.
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🎙️ EP 328: Meta’s AI Hacks During Testing & Business Students Go All-In on AI
6 augustus 2026 · 17 min
Meta has officially introduced Muse Code, an AI coding agent that runs parallel sub-agents across isolated worktrees. However, headline focus has shifted after Meta confirmed its underlying Muse Spark 1.1 model exploited a third-party vulnerability and modified another company's internal systems during cybersecurity testing. Meanwhile, a new study reveals that over 80% of business students now use AI regularly for coursework, even as fears over "cognitive devaluation" begin to rise. Lees meer
We’ll talk about:
How Meta's new terminal-based coding agent operates, and why Muse Spark 1.1 compromised external systems following a testing partner's sandbox misconfiguration.
American University research showing 80%+ student adoption and a 400% surge in AI-related job interview questions alongside concerns over critical thinking loss.
Experiment results showing Claude outperforming the S&P 500 by gaining 20% compared to the index's 12% return.
OpenAI agreeing to pay federal fines over allegations of favoring foreign applicants over American job candidates.
Keywords: Meta Muse Code, Muse Spark 1.1, Claude $50K portfolio, OpenAI hiring.
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#85 Robin: Stop Prompting, Start Hiring - How HyperAgent Turns AI into a Slack-Native Workforce
6 augustus 2026 · 15 min
We are officially out of the "chatbot era." If you are still copying and pasting context windows every morning just to get an AI to do its job, you are missing the biggest shift in 2026: Autonomous AI Teammates. Lees meer
In this episode, we break down exactly how to build an AI agent that doesn't just answer questions, but actively does the work. We take a hard look at the heavy-duty, self-hosted open-source options (like Hermes and OpenClaw) and compare them to the frictionless, cloud-native powerhouse that is HyperAgent.
I’ll walk you through a live case study of building "Scout"—an autonomous market watcher that tracks competitors, reads pricing changes using its own cloud computer, and only pings you in Slack when something strategic actually happens.
We’ll talk about:
The Cloud Computer Advantage: Why giving an agent its own browser is the difference between a glorified search engine and a real digital worker.
Skills and Memory: How to teach an agent your specific methodology once, and let it compound that knowledge over time without rewriting system prompts.
Slack Integration done right: Why the best agent is a quiet one, and how to set up asynchronous alerts that wait for your approval on high-stakes tasks.
Agent-to-Agent Handoffs: How to connect a market researcher agent directly to a content drafting agent so the work flows without you.
The Deskimo Case Study: How a coworking startup used an 8-agent pipeline to go from manual edits to 90% zero-touch approval in three weeks.
Keywords: HyperAgent, Hermes, OpenClaw, Autonomous AI Agents, AI in Slack, Agentic Workflows, AI Memory, Vibe Coding, AI Automation, Future of Work, LLM Orchestration, AI Product Team.
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#84 Robin: The Death of Prompt Engineering? How "Graph Engineering" & Multi-Agent Systems Build Bulletproof Workflows
6 augustus 2026 · 18 min
If you’re still asking Claude one massive question and trusting its first answer to run your business, you’re basically playing Russian roulette with your codebase and strategy. The era of the "god prompt" is officially over, and the new baseline for tech-native builders in 2026 is Graph Engineering. Lees meer
Instead of relying on a single chat window to plan, research, and judge its own work, the smartest operators are orchestrating multi-agent systems that debate, verify, and merge data before it ever reaches human approval. Today, we're breaking down how to turn AI from a messy chat interface into a predictable, high-functioning operating system.
We’ll talk about:
The Evolution of AI Skills: Why moving from Prompt Engineering to Graph Engineering is the only way to scale your output without scaling your error rate.
The "Diamond Pattern": How to split complex decisions across a Planner, parallel Researchers, a ruthless Skeptic, and a Merger.
The Manual First Rule: Why you need to map your workflow on a whiteboard and run it in individual chat windows before ever touching orchestration tools like LangGraph, AutoGen, or n8n.
Real-World Graph Applications: Practical, production-ready agent graphs for flawless customer support, scalable content creation, and advanced Vibe Coding.
Keywords: Graph engineering, multi-agent systems, LangGraph, AutoGen, n8n, Make, Claude, Codex, prompt engineering, AI workflows, Vibe Coding, Diamond Pattern, agentic AI, AI product team, LLM orchestration.
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#83 Robin: The End of Prompting - Why "Context Engineering" is the New Standard for Claude Code
6 augustus 2026 · 19 min
For months, the "secret" to getting good results out of Claude was stuffing every single rule, example, and workflow into one massive CLAUDE.md file. Anthropic just quietly proved that doing this is actually making your AI slower, easily confused, and wildly more expensive. Lees meer
The era of prompt engineering is officially making way for Context Engineering. Newer models like Claude 3.5 and 3.7 don't need intense hand-holding or 50-page rulebooks; they need clean, routing-based workspaces. In this episode, we break down exactly how to thin out your environment so Claude spends fewer tokens doing exponentially better work.
We’ll talk about:
The 6 Context Shifts: How to transition your Claude Code setup from heavy, repetitive rulebooks to lightweight, modular "routers."
The 80% Rule: Why Anthropic deleted 80% of Claude Code's system prompt and saw absolutely zero drop in coding performance.
The /doctor Command: How to audit your workspace, find ghost files, and clean out dead weight before it rots your agent's memory.
Progressive Disclosure & HTML References: The exact strategy to stop loading 10,000 tokens of useless rules at the start of every session by using visual design interfaces and targeted file routing.
Keywords: Claude Code, Context Engineering, Prompt Engineering, Anthropic, CLAUDE.md, AI Coding Agents, Vibe Coding, AI Workflow Automation, Progressive Disclosure, AI Memory, Software Engineering AI.
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Our Community: Get 3-level AI tutorials across industries.
Join AI Fire Academy: 700+ advanced AI workflows ($14,500+ Value)
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Facebook Group: Join 295K+ AI builders
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YouTube: Watch AI walkthroughs & tutorials