A visual learning atlas for your AI agent stack.

Claude Code's NEW Open Source Repo Builds Effective AI Agents in MINUTES!

Use the transcript anchors for Claude Code's Open Source Repo Builds Effective AI Agents in MINUTES: it opens with Anthropic just released a free, open-source skill for Claude Code that will completely change the way you automate...

5 Open Source Tools That Feel Illegal To Be Free

Turn 5 Open Source Tools That Feel Illegal To Be Free into a working note from the transcript anchors: 1:34 sets up 449 UI prompts which you can use to turn your landing page into something cool as this Warcraft thing that you're...

7 INSANE loops you need to try right now

GLM 5.2 in Claude Code is Blowing My Mind

Use AI model news roundup as a transcript-backed creative automation walkthrough: at 0:32, it frames bit long, but this was the session that we did it in. It was GLM 5.2 1 million context.

How To Build Design Systems with AI

Use How To Build Design Systems with AI as a transcript-backed creative automation walkthrough: at 0:20, it frames pretty much use any style that they already have preset or you can customize with whatever you need for your...

Codex: NEW Record & Replay in 9 Minutes

Use Codex as a transcript-backed interfaces + open design walkthrough: at 0:30, it frames of those particular steps. Now, the really interesting thing with this type of capability is you can leverage it in the context of...

The 13-Person Startup That Might Kill RAG (SubQ)

Use the transcript anchors for 13-Person Startup That Might Kill RAG: it opens with Theranos? I read their entire technical report, so you do not have to. Here is what is actually real.

It's Time To Build An AI-Friendly Design System For UX/UI

Use the transcript anchors for It's Time To Build An AI-Friendly Design System For UX/UI: it opens with I'm not sure if you noticed, but the traditional design systems are dying now that the AI is doing all the manual work.

ego lite: I gave Claude Code & Codex a browser to run web automation — here's what happened

Use ego lite as a transcript-backed creative automation walkthrough: at 0:20, it frames empty browser profile, and a simple task turns into 20 tiny steps of click, wait, screenshot, repeat.

I Made an AI Character Sit With Me and Have a Conversation (Full Tutorial)

Use the transcript anchors for I Made an AI Character Sit With Me and Have a Conversation: it opens with this channel and I just got a new mic. Let me know in the comments if the sound quality has improved.

The Open Source Claude Fable is Here? 🤯 GLM 5.2 Local AI TESTED

Use AI model news roundup as a transcript-backed creative automation walkthrough: at 1:16, it frames benchmark table, look at that AIM for international maths, it's got 99.2 up from 95 and that is beaten clude opus.

2000+ Hours of Learning Codex in 20 Mins (My BEST Expert Tips & Tricks)

Use 2000+ Hours of Learning Codex in 20 Mins as a transcript-backed codex + claude workflows walkthrough: at 0:50, it frames casually, "Hey, build me this app or build me that app.

FULLY FREE GLM-5.2 + Z-Code: This is ACTUALLY GOOD!

Use GLM-5.2 + Z-Code as a transcript-backed interfaces + open design walkthrough: at 0:20, it frames called Zcode. Zcode is basically what OpenAI's Codex is for GPT models, but this is for GLM.

Matt Pocock’s Agentic Engineering Workflow (just copy him)

Use Matt Pocock’s Agentic Engineering Workflow as a transcript-backed creative automation walkthrough: at 0:00, it frames Everyone's obsessed with the uh model and I think they should be more interested in the harness, what you...

The $0 AI Coding Agent Nobody Is Talking About ( OpenSourced )

Use $0 AI Coding Agent Nobody Is Talking About as a transcript-backed creative automation walkthrough: at 0:28, it frames single cent. Let's get into it. The tool we're looking at today is Mimo Code.

A Simple Framework for AI Native Businesses

Use A Simple Framework for AI Native Businesses as a transcript-backed creative automation walkthrough: at 0:17, it frames build or transformation that we do.

The Creators of Claude Code and OpenClaw don't Prompt Their Agents Anymore?!

Turn Creators of Claude Code and OpenClaw don't Prompt Their Agents Anymore into a working note from the transcript anchors: 0:00 sets up Apparently, we're not even supposed to be prompting our AI coding assistants anymore.

GLM 5.2 - The Top NEW Open Weights Model

Turn AI model news roundup into a working note from the transcript anchors: 0:15 sets up around with it this afternoon and the thing that just tipped me over the edge is artificial analysis have just published their stats on,...

My new terminal daily driver: Supacode for macOS

Use My terminal daily driver as a transcript-backed interfaces + open design walkthrough: at 0:53, it frames harnesses, agent harnesses like cloud code and codeex and co-pilot and all the other wonderful ones, the pies, the open...

I Tried the Open Source ElevenLabs Alternative (Voicebox)

Use low-cost AI repo scouting as a transcript-backed interfaces + open design walkthrough: at 0:32, it frames get going in the first place? We're about to find out. Now, VoiceBox is an open-source local AI voice studio.

Real-time Voice cloning, Kimi K2.7 CODE, GLM 5.2 and 3D reconstruction | AI News

Use AI model news roundup as a transcript-backed interfaces + open design walkthrough: at 0:19, it frames frontier coding, a 1 million token context, and multimodal understanding all in one.

Everything You Need to Know About MLX + oMLX for Local AI on Mac

Use Everything You Need to Know About MLX + oMLX for Local AI on Mac as a transcript-backed creative automation walkthrough: at 0:00, it frames This video is about the Apple silicon path for local AI, specifically MLX, OMLX, and...

OpenCode + NVIDIA: Use Minimax M3, Gemma4, Nemotron 3 & GLM for Free

Use Nemotron local agents as a transcript-backed codex + claude workflows walkthrough: at 0:27, it frames yet, open code is an open-source AI coding agent that runs in your terminal.

4 Free Models, 1 Winner

Turn 4 Free Models, 1 Winner into a working note from the transcript anchors: 0:42 sets up side, each one building the exact same thing.

Don't build more AI agents until you watch this

Use Don't build more AI agents until you watch as a transcript-backed creative automation walkthrough: at 0:12, it frames straight.

Loop engineering for beginners

Use the transcript anchors for Loop engineering for beginners: it opens with it's useful, and some pitfalls to watch out for.

10 GitHub Repos So Good They Shouldn't Be Free — Part 3 (Replace $180K/yr of SaaS)

Use low-cost AI repo scouting as a transcript-backed interfaces + open design walkthrough: at 0:24, it frames design tool, your analytics, your e signatures, your password manager.

New #1 open-source AI model is here!

Turn #1 open-source AI model is here into a working note from the transcript anchors: 1:01 sets up not really doing it justice.

Introducing /visual-plan - rich plans for Claude Code + Codex

Use Introducing /visual-plan as a transcript-backed codex + claude workflows walkthrough: at 0:00, it frames Plan mode in Claude code is incredible, but I always find my eyes glazing over this huge markdown essay in my terminal.

This Skill Makes Claude Write 90% Less Code, 15k Stars on GitHub

Turn Skill Makes Claude Write 90% Less Code, 15k Stars on GitHub into a working note from the transcript anchors: 0:00 sets up This is the whole repo.

Harnesses in AI: A Deep Dive — Tejas Kumar, IBM

Use the transcript anchors for Harnesses in AI: it opens with IBM where we we do things with AI, believe or not. We train frontier models, we build harnesses. It's really it's a fun lab, then moves into tools.

The AI Setup I Use to Run EVERYTHING (in one app)

Use the transcript anchors for AI Setup I Use to Run EVERYTHING: it opens with got my Claude desktop killer. I have Claude and Codec on the right here where I can run multiple sessions working across live files, then moves into...

Codex: Your First Personal AI Agent Delegation Loop

Turn Codex into a working note from the transcript anchors: 0:09 sets up better AI answers, it's making my computer feel different.

The Rise of Generative UI for Developers (CopilotKit)

Use the transcript anchors for Rise of Generative UI for Developers: it opens with user has to copy context back and forth in their head to really get anything working.

The All in One AI Design Engineer - Kombai

Turn All in One AI Design Engineer into a working note from the transcript anchors: 0:28 sets up can design on a canvas, code it for production, make edits and refine it in the browser, and then all of this is just, while 3:09...

AI-First Playbook: Do a Team's Work With AI (2026) | Peter Yang

Turn AI-First Playbook into a working note from the transcript anchors: 0:48 sets up right now that everyone is talking about is self-improving.

I Read Claude's 319-Page Fable 5 System Card So You Don't Have To

Turn I Read Claude's 319-Page Fable 5 System Card So You Don't Have To into a working note from the transcript anchors: 0:56 sets up not have to. Here is everything that actually matters.

I Built a Vox-Style Video Using HyperFrame and Claude Code

Use I Built a Vox-Style Video Using HyperFrame and Claude Code as a transcript-backed creative automation walkthrough: at 1:08, it frames AI video avatars and realistic lip sync. But hybrid frames is pretty different.

Agent Loops: Complete Guide (Claude Code + Codex)

Use the transcript anchors for Agent Loops: it opens with working for us 24/7, doing work, making money, and saving us time. But in reality, building agent systems requires real design thinking.

Kimi K2.7 + Opus 4.8 = BEST Coding Duo??

Use Kimi K2.7 + Opus 4.8 = BEST Coding Duo as a transcript-backed creative automation walkthrough: at 0:46, it frames it.

The Meta-Harness: Why Every AI Developer Needs This

Turn Meta-Harness into a working note from the transcript anchors: 0:32 sets up includes agent loop, tools, memories, and a UI. Codex, Cloud, Code, Pi, each one is a harness with similar ideas, but very different implementations.

Omnigent: The New Meta-Harness for EVERY Coding Agent - Claude Code, Codex, Pi, More

Turn Omnigent into a working note from the transcript anchors: 0:44 sets up which is more important than ever right now. An Omni agent is the layer above the AI coding assistance that makes this orchestration really, while 6:59...

You are using Claude Fable 5 wrong

Use You are using Claude Fable 5 wrong as a transcript-backed creative automation walkthrough: at 1:25, it frames down how you're using Fable 5 wrong, what are a bunch of use cases, and prompts that you can use today that's going...

Sora Died and OpenAI Deleted Everything — The Free AI Video Stack Nobody Can Shut Down

Use the transcript anchors for AI video toolchain: it opens with to the partnership. The Journal reports Disney found out less than an hour before the rest of us.

You NEED to try these open-source AI projects RIGHT NOW

Turn You NEED to try these open-source AI projects RIGHT NOW into a working note from the transcript anchors: 0:00 sets up I found four free GitHub projects that you probably haven't heard of that are so valuable.

Claude Fable 5 is BANNED. What to do?

Turn Claude Fable 5 is BANNED. What to do into a working note from the transcript anchors: 0:49 sets up what local models are, why they suddenly matter more than they did a week ago, exactly which ones to use, what hardware you...

The 5 Most Underrated Codex MCPs Every Designer Should Use

Turn Codex as a design partner into a working note from the transcript anchors: 0:38 sets up that most of you if you've seen some of my videos, you know about this.

$10 Just Killed The Engineering Team

Use $10 Just Killed Engineering Team as a transcript-backed creative automation walkthrough: at 0:00, it frames $10 a month, less than 1 month of Netflix.

Code Isn't Free — Mario Zechner on the Hard Truths of Coding With AI (creator of Pi)

Use Code Isn't Free as a transcript-backed codex + claude workflows walkthrough: at 0:16, it frames agents in a week. And guess what the outcome of that is? >> That's Marna, the creator of Pi, a coding agent that's blown; by...

New #1 Open Source Image AI? | SenseNova-U1 Mac & Windows Guide & TESTS

Use the transcript anchors for #1 Open Source Image AI?: it opens with right now. So, they've actually released on their GitHub. This is the full interesting code. So, they got a series of models actually released.

Make Any Free AI Think Like Fable — Anthropic Published the Exact Prompts (I Tested It)

Use the transcript anchors for Make Any Free AI Think Like Fable: it opens with Let me show you exactly what carries over, what does not, and the full prompt you can steal by the end of this video., then moves into everything.

Anthropic's $0 AI Degree — I Built the Exact Syllabus (Pick Your Major)

Use the transcript anchors for Anthropic's $0 AI Degree: it opens with they've added five new ones. Claude Code 101, Claude Cowwork, Sub Aents, agent skills, and a sharp little course called AI capabilities and limitations.

Nex-N2 Pro IS GREAT! New Opensource Model Beats GPT 5.5, Opus 4,7, & Gemini 3.5? (Fully Tested)

Use the transcript anchors for Nex-N2 Pro IS GREAT! Opensource Model Beats GPT 5.5, Opus 4,7, & Gemini 3.5?: it opens with on iterating.

Claude Code + Remotion = FREE Motion Graphics Tutorial (No Subscription)

Use the transcript anchors for Cursor + Remotion: it opens with your Claude account. Even with free Claude account, you can use it, but the limits will be less, so you can create less motion, then moves into for example, right...

DiffusionGemma: 1100 Tokens/sec: Google's Fastest Open Model Yet Locally

Turn DiffusionGemma into a working note from the transcript anchors: 0:34 sets up But this model from Google is slightly different.

Ideogram Just Dropped an MCP (AI Photoshoots Inside Claude Code)

Use the transcript anchors for Ideogram Just Dropped an MCP: it opens with with Claude Code specifically. There are a few examples of things that you can build with this MCP here in the site, but they're, then moves into style,...

This AI Skill Hit 38,000 Stars — Here's Why (last30days)

Use AI Skill Hit 38,000 Stars as a transcript-backed agentic engineering walkthrough: at 0:31, it frames Last 30 Days searches people, Reddit threads ranked by upvotes, X posts with real engagement, YouTube transcripts, Hacker...

WWDC26: Run local agentic AI on the Mac using MLX | Apple

Use WWDC26 as a transcript-backed agent architecture walkthrough: at 0:23, it frames from research prototypes to everyday productivity tools. But before we talk about agents, let's look at what we had before.

Your Mac Can Work Like a Personal Assistant— Most People Never Set This Up

Turn Your Mac Can Work Like a Personal Assistant— Most People Never Set Up into a working note from the transcript anchors: 0:00 sets up A personal assistant does four things.

I Turned Claude Fable Into The Ultimate Second Brain

Use the transcript anchors for I Turned Claude Fable Into Ultimate Second Brain: it opens with you haven't heard, Claude Fable just dropped and it is basically just Claude Mythos 5, but there are more cyber guard rails baked in.

Head of ChatGPT & Codex: A workflow you should deploy today. Live demo

Turn Head of ChatGPT & Codex into a working note from the transcript anchors: 0:13 sets up something like that? >> So let's do a new chat. For example, you know, I am on a podcast talking about AI and Codex.

6 Hermes Use Cases that OpenClaw Never Had

Use Hermes Agent upgrades as a transcript-backed hermes + agent ops walkthrough: at 0:36, it frames terminal UI, because the interface makes it way easier to monitor the agents in action and set up the configs.

The Best Open Source AI Image Generator Just Dropped

Use the transcript anchors for AI image generation: it opens with What if I told you that the absolute holy grail of AI image generation just went completely open source? No, seriously.

Zed + Gemma 4: 100% Free, Local & Unlimited Coding Via Ollama

Use Zed + Gemma + Ollama as a transcript-backed agentic engineering walkthrough: at 0:18, it frames serious traction in the open-source dev community, and over the last year, the team has been quietly stacking on AI features.

I Build Motion Graphics in Cursor Now (Design Mode + Remotion)

Use Cursor + Remotion as a transcript-backed agent architecture walkthrough: at 0:15, it frames animations. So in today's video guys, I'm going to be showing you how you can use cursor design mode with Remotion.

How to Use Codex as a Designer

Use the transcript anchors for Codex as a design partner: it opens with full-time designer working for you. Then, I'll give you my honest take on Codex first Claude code for designer work because they are actually, then moves...

Become AI Native in less than 60 mins

Use Become AI Native in less than 60 mins as a transcript-backed agent architecture walkthrough: at 0:45, it frames a skill chain mean? What are skills mean? How do I think about context? How do I pipe things into claude? And how...

Open Notebook: The 26K-Star Self-Hosted Alternative To Google NotebookLM

Use the transcript anchors for Open Notebook: it opens with OpenAI, Anthropic, Ollama, Azure, Mistral, Grok, whichever your team actually uses.

Codex can now make videos… it’s insane

Use the transcript anchors for Codex video generation: it opens with Premiere, Final Cut, CapCut, these all require a human dragging clips on a timeline.

One markdown file just fixed AI coding forever.

Turn single-file AI coding context into a working note from the transcript anchors: 0:31 sets up agent the task. It will do the task but in a wrong place breaking your conventions duplicating functionality instead of extending a...

I Ranked Cloudflare’s Software Factory and Wow… S TIER TOKENOMICS

Use the transcript anchors for Cloudflare software factory: it opens with at all-time highs, and for good reasons. They've got compute, cracked engineers, and as you'll see, a new software factory dedicated to AI code, then moves...

Claude Code + Graphify = Insane Agentic OS

Turn Claude Code + Graphify into a working note from the transcript anchors: 1:22 sets up conceptually what Graphify is doing. So think of it like this. We have code. So this could be any application we've got.

Graphify + Obsidian + Claude Code = CHEAT CODE

Turn Graphify + Obsidian + Claude Code into a working note from the transcript anchors: 0:43 sets up combining these two tools, Cloud Code is able to better answer questions about large repositories within the context of our...

AI slop is real: here's how you avoid it when building apps in WeWeb

Use the transcript anchors for WeWeb app-building critique: it opens with their design.md file. And I'll show you a few examples of prompts that I tried in WeWeb.

7 Ways You Can Beat AI With Human Design Skills In 2026!

Turn human design skills into a working note from the transcript anchors: 0:40 sets up maybe, and also beautifully wrong.

Nemotron 3 Ultra: The 100% Free & Open Frontier Model Built for AI Agents

Use Nemotron local agents as a transcript-backed agentic engineering walkthrough: at 0:47, it frames done. Nemotron 3 Ultra was built to work.

Hermes Agent 5.0 (New Upgrades): HERMES BECAME ULTRA-HERMES!

Turn Hermes Agent upgrades into a working note from the transcript anchors: 0:49 sets up Hermes Desktop. I already showed the desktop app in detail, so I'm not going to repeat the whole walk-through here.

New Open Source Qwen 397B BEATS GLM 5.1 & Claude? 🤯 | Nex N2 Pro TESTED

Use Open Source Qwen 397B BEATS GLM 5.1 & Claude? 🤯 as a transcript-backed agent architecture walkthrough: at 0:21, it frames Qweny.

The Skill That 10x’d My Claude Code Projects

Use the transcript anchors for Skill That 10x’d My Claude Code Projects: it opens with The toughest part about building good skills and building a good operating system is trying to get everything from your brain into your system.

Nemotron 3 Ultra + Hermes Agent = Surprisingly Good

Use the transcript anchors for Nemotron local agents: it opens with can see which model are you using? This is the model by the nose provider. So let's go ahead and test this out.

This FREE AI Coding Agent Feels Illegal ( Unlimited Usage 🤯)

Use the transcript anchors for FREE AI Coding Agent Feels Illegal: it opens with I think I just found one of the best free clawed code alternatives available right now.

The Top 10 Claude Code Plugins to 10x Your Next Project (June '26)

Use Claude Code plugins as a transcript-backed codex + claude workflows walkthrough: at 0:12, it frames 10 of them in fact, and I am going to be sharing them all with you today.

I Made My Claude Skills Learn Without Going Rogue

Use self-improving Claude skills as a transcript-backed ai strategy walkthrough: at 1:03, it frames but I did it in the system that it was ending up in instead of just getting clawed to go and fix it.

Codex Just Quietly Changed How People Work FOREVER (Role Specific Plugins)

Use Codex role-specific plugins as a transcript-backed codex + claude workflows walkthrough: at 0:45, it frames skills that tell the agent exactly how that role works. So let me show you what I mean.

Pi Agent explained in 6min..

Turn Pi Agent explained in 6min.. into a working note from the transcript anchors: 0:40 sets up heard of Pye as the brain that runs Open Claw.

Why apps built with AI look a little... OFF

Use Why apps built with AI look a little... OFF as a transcript-backed agent architecture walkthrough: at 0:47, it frames with AI, the way that I set this up looks a little different than it used to.

Cursor's New Design Mode Just Changed Web Design Forever

Use Cursor Design Mode as a transcript-backed agent architecture walkthrough: at 0:56, it frames this. So if you guys are interested in joining that, link is down below.

PewDiePie’s Odysseus AI Just Made Private AI Easy

Turn Odysseus private AI into a working note from the transcript anchors: 0:36 sets up Venice as our provider, because Venice does not store any of your chat content.

Cut LLM cost by 95%, replace ElevenLabs, and 10 top GitHub repos

Use low-cost AI repo scouting as a transcript-backed agent architecture walkthrough: at 1:18, it frames unfortunately not.

The ONLY 3 Tools You Need to Create ANY AI Video

Use the transcript anchors for AI video toolchain: it opens with >> Quick. Jump. >> The first tool is an AI language model called Claude AI.

NVIDIA won't like this. I Ran Nemotron 3 ULTRA on a Mac 🤯 | RIP Claude?

Turn Nemotron local agents into a working note from the transcript anchors: 1:32 sets up plus systems. You have to back order to get this model running. So, we're going to be doing something sacrilegious on this channel.

Build an AI Bookkeeper with Pi Agent Harness

Turn Build an AI Bookkeeper with Pi Agent Harness into a working note from the transcript anchors: 0:00 sets up I'm showing you how to build an AI agent.

How to Turn Local AI into a SUPER BEAST 🤯 (Multiprocessing Explained)

Use How to Turn Local AI into a SUPER BEAST 🤯 as a transcript-backed agent architecture walkthrough: at 0:00, it frames with multi-processing, it's now held both models into memory.

Headroom + Hermes + Minimax M3: Same answers, 60 percent fewer tokens (actually 90%)

Turn Hermes token reduction into a working note from the transcript anchors: 0:20 sets up everything. So for your agent, for your AI request, so including the two outputs, logs, or AG trunks, and files, and conversion history,...

Codex Just Solved Product Design

Use Codex product design as a transcript-backed codex + claude workflows walkthrough: at 0:16, it frames more comprehensive UI and then a simple one-page layout. So, let's go.

This Open Source Repo Just Solved Claude Code's #1 Problem

Use Open Source Repo Just Solved Claude Code's #1 Problem as a transcript-backed codex + claude workflows walkthrough: at 0:38, it frames coding assistant doesn't have to be Claude Code, but that's what we're using today to map...

herder: Is This the Ultimate Agent Multiplexer?

Use the transcript anchors for herder: it opens with is Herder, an agent multiplexer that runs inside the terminal you already use, so you can run a bunch of coding agents side by, then moves into address them both by giving them...

Claude Oceanus, Anthropic AGI Claims, GPT-5.6 Checkpoint, GLM 5.2, Nemotron 3 Ultra & More! AI NEWS!

Turn AI model news roundup into a working note from the transcript anchors: 1:04 sets up Open AAI also announced a new memory system update. Meanwhile, Google quietly launched an experimental project called Dream Beans.

I Updated /grill-me And Solved Claude Code

Use /grill-me review workflow as a transcript-backed codex + claude workflows walkthrough: at 0:00, it frames Plan mode is not enough.

Stop Making AI Slop Landing Pages

Turn WeWeb app-building critique into a working note from the transcript anchors: 1:57 sets up file and you can include that in your next prompt. Especially if you're starting from scratch.

Gemma-4 12B + Hermes,Google AI Edge: EASY, GOOD & LOCAL!

This video breaks down Google's Gemma 4 12B as a practical local model — an encoder-free unified multimodal architecture that runs text, image, and audio on 16GB-class consumer hardware — and walks through three concrete setup paths (Google AI Edge Gallery for Mac, LiteRT-LM's OpenAI-compatible serve endpoint, and Ollama) for wiring it into agent tools like Hermes.

Stop Using Claude Without an Agentic OS

This video defines an 'agentic OS' (command center) as a personalized dashboard layered over your Claude second brain, breaks the system into five layers (LLM, memory/context, capabilities, connector/MCP, and the missing interface layer), and walks through the three ways to build one — a live artifact, an Obsidian dashboard, or a custom deployed web app — with the cost and sharing tradeoffs of each.

Nano Banana 2 is Open Source, Cladue Opus 4.8, Minimax M3, Real-Time Video AI — HUGE AI NEWS

This is a weekly AI news roundup arguing the gap between closed and open-source models is collapsing: it covers Anthropic's Opus 4.8 (now top-ranked on artificial analysis, edging GPT-5.5 with better calibrated honesty), MiniMax M3 as the first open-weight model combining frontier coding, 1M-token context, and native multimodality, and a flood of mostly-open NVIDIA releases spanning real-time video editing, object detection, multi-agent world models, and the Cosmos 3 physical-AI family.

NEW - Obsidian Task Manager Release 1.1.0

A maintainer walks through the Obsidian Task Manager 1.1.0 release, demoing concrete UX upgrades — week numbers across views, a configurable first day of the week, a lighter sidebar widget, a status picker, smoother mobile list updates, shift-click bulk selection, and a fully rebuilt Kanban board now controllable via an MCP server.

Andy Madrick - Why AI changed design handoff forever

Notion designer Andy Madrick walks through how AI coding tools (Composer, Claude) have reshaped his real workflow on Notion's Make-with-Notion launch modal: iterating in Figma, mocking concepts in a lightweight 'prototype playground' code base, feeding screenshots and hand-sketched keyframes to LLMs for animation, and treating production code rather than the Figma canvas as the source of truth.

Beyond Components: Designing Generative UI for MCP Apps — Ruben Casas, Postman

Postman staff engineer Ruben Casas argues that now that models like GPT-5.2 and Opus 4.5 write high-fidelity UI code, generative UI is escaping static components — he lays out a spectrum of static, declarative, and fully generative UI, explains why on-the-fly LLM-generated interfaces need a sandboxed distribution model (which MCP apps provide), and predicts the future is collaborative shared artifacts rather than fixed windows.

How Claude Code’s lead designer builds with AI

Claude Code's lead designer demos the team's real internal Claude Code workflows on the open-source Excalidraw repo — git work trees for parallel agents, a self-built /prototype skill that generates N feature options, and a fully automated path from prompt to PR — while arguing the human must stay in the loop for design and craft because LLMs aren't good at design yet.

The 5-Tool Fix for Claude Code's Worst Habits

This video diagnoses four blind spots of agents like Claude Code — forgetting context, ignoring your codebase, shipping bugs, and coding blind — and demos five open-source fixes: Intent Layers (hierarchical AGENTS.md navigation), DeepSecure (Vercel security harness), Vercel's React/Next.js best-practices skill, Agent Memory (persistent tiered memory), and Claude with Chrome (visual verification loop).

Finally, a Programmable AI Agent Framework That Works

This video tours Flu, the Astro team's open-source TypeScript framework that turns the Claude Code harness (skills, tools, sandboxes, sub-agents) into something fully programmable, and shows building both human-driven agents and fully autonomous workflows, plus its cheap in-memory 'just bash' sandbox trick. It matters because you can stand up a real, deployable agent harness in a few lines instead of wiring memory, sessions, and tools by hand.

Someone just open-sourced tokenminimizing (8500 stars on GitHub)

This video walks through Headroom, a trending open-source context-compression layer that sits between AI coding agents and the LLM to cut token usage by 60–95% without changing code, explaining how it routes content to type-specific compressors, keeps originals locally retrievable, and can be dropped in as a library, proxy, agent wrap, or MCP server.

I Tried 100+ Codex Skills. These 6 Are The Best

James walks through what a Codex skill actually is — a reusable instruction playbook that tells Codex how to do a repeated task rather than a tool that does it — and demos six core skills plus a bonus (Remotion, Deploy to Vercel, React best practices, Supabase/Postgres, Playwright Q&A, requesting code review, and 'grill with docs') on a real customer-feedback-tracker app. It matters because packaging repeated prompts into skills makes Codex run the same workflow the same way every time and catches regressions, stale APIs, and broken launches.

Stop Letting AI Agents Run the Whole Workflow

Damian builds a real Mastra (Typescript) email-triage system that deliberately mixes LLM judgment with deterministic workflow steps — normalizing an email, classifying it with a small local model, reconciling that against deterministic checks, scoring it with evals, then branching into a nested sponsor sub-workflow. It matters because it shows where to stop letting one agent reason over everything and instead encode known paths as typed, inspectable, testable structure.

My GitHub AI Workflow: Codex + Claude Code

This video walks through a complete AI-driven GitHub workflow where coding agents like Codex and Claude Code drive the GitHub CLI (gh) to create a repo, set up a Kanban project board, write a spec, break it into tickets, open and review pull requests, address automated code-review comments, merge, and finally build a GitHub Actions release pipeline that cross-compiles binaries and generates release notes.

Every AIOS Tutorial Is Wrong - Here's What Actually Works

This video argues that most popular 'AI OS' tutorials fail in real businesses because they chase flashy demos over reliability, accuracy, and predictability, then busts three myths — building agent front-ends for predictable paths, treating memory as one thing, and migrating everything into Obsidian — in favor of a constraints-first 'constraint builds the stack' approach.

Claude AI Just Got A Massive Update Nobody Saw Coming

This video walks through Claude's Live Artifacts feature by building nine personal tools in plain English - including a goal/habit tracker, a founder's morning dashboard, a Slack team-update board, and a money pipeline - showing how artifacts auto-refresh from connectors like Gmail, Slack, Google Calendar, Notion, and Airtable to act as a personal assistant.

Odysseus + Gemma-4 26B & FREE APIs: RIP Hermes & OpenClaw! THIS IS CRAZY!

This video demos Odyssey, PewDiePie's self-hosted AI workspace 'super app', showing how to clone and run it on a Mac, point it at a local model like Gemma 26B (or free Open Router/Nvidia NIM models), and use its agent, cookbook, deep research, blind model-compare, and notes/calendar/mail panes - all offline and locally.

I Won’t Use AI Without This Tool

This video introduces a free, ESLint-like command-line tool that performs static analysis to catch the maintainability problems AI coding agents create - dead code, duplicated blocks, oversized files, and high-complexity functions - and shows how to run it, configure ignores, expose it to agents as a skill, and wire it into CI so code is checked before it merges.

How Anthropic, Every, & Ramp design with AI

A live panel with Anthropic's Claude Code design lead Megan Choy, Every's CEO Dan Shipper, and Ramp design engineer Bradley Zipper on how AI is reshaping design work: getting designers into the production codebase, letting go of solo ownership of polish, spending the time AI frees up on either learning and systems or on things never before possible, and why leadership using the tools daily is the real signal of an org's AI maturity.

Qwen 3.7 Plus for Free: The AI Agent That Can Actually See Your Screen

A grounded walkthrough of Alibaba's Qwen 3.7 Plus, a multimodal hybrid agent that runs a visual GUI mode and a text CLI mode at once—reading screens, finding and clicking elements, running terminal commands, and writing code—plus an honest read of where it leads (vision/screen control) and where it trails Claude and open models (deep reasoning and heavy software engineering).

Codex + Paper = INCREDIBLE Designs

A hands-on demo of pairing OpenAI's Codex with Paper (a Figma-like canvas exposed over an MCP server) to produce real design work in natural language—a full Avis brand refresh, LinkedIn carousels, a Tanner Goods marketing email, a SaaS website redesign, and a mobile habit-tracker—using a strategy-doc-then-design two-prompt workflow and GPT image gen for mockups.

Use Step 3.7 Flash for FREE on Hermes Agent (Full Test)

This video walks through installing the Hermes Agent on Windows, wiring it to the Nous provider's free Step 3.7 Flash model via portal.nosehermes.com, and then stress-testing that model on real agentic tasks like building an HTML presentation, listing and removing cron jobs, and chasing a standing goal until a judge model says it's done.

Codex + Hyperframes = Insane AI Motion Graphics

This video shows how to generate AI motion graphics by installing HeyGen's HyperFrames skill into Codex, which turns HTML into video scenes—demonstrated by converting a localhost webpage into a 15-second product demo and a clicked-subscribe-button animation, then editing and exporting MP4s through HyperFrames Studio.

Design with Chat GPT and Codex: The Designer's Guide

This designer-focused guide shows how to use ChatGPT 5.5 to generate design inspiration, iterate layouts, and condense desktop screens to mobile in seconds, then hand the resulting mockups to Codex to build interactive prototypes—connecting Mobin via MCP and porting Figma/Claude Code skills into Codex along the way.

DESIGN.md Changed My AI Web Design Workflow

This video walks through Ora.build's DESIGN.md workflow: using a reusable design-system file to generate new pages that share the same visual DNA, importing a real website URL (with screenshot plus auto-generated DESIGN.md as references) to recreate a strong base, and then transforming that base into something original using prompt references, component reuse, and model choice (GPT-5.5, Gemini 3.1 Pro, Claude Opus).

This AI Agent Builds $15K Cinematic Websites on Autopilot (Claude Code + Nanobanana 2)

This video shows a 'Cinematic Sites' agent skill — a single skill.md run by Claude Code (here via a Telegram-connected session) — that takes an existing website and runs a four-step pipeline: analyze the brand, generate cinematic hero scenes with Nano Banana images animated into video via Kling, build a scroll-driven website, and deploy to Vercel.

I Built a Simple Operator App for a Real Service Business

This video walks through building a real operator's dashboard for a small home-renovation company using Softr's AI co-builder, then refining it by hand in Softr's editor to match the client's brand, surface PDF estimates, and wire up a Docs Automator workflow for branded proposals.

Anthropic Just Fixed Claude Code’s Biggest Problem

This video breaks down Anthropic's playbook for keeping Claude Code reliable on large code bases, arguing the problem is the missing 'harness' around the model rather than the model itself, and walks through the seven extension points (CLAUDE.md, hooks, skills, plugins, LSP, MCP, sub-agents) in plain English.

Pi AI Agent and Coding Harness: Free, Open Source, Local, and Scary Good

This video shows how to install and use Pi, a free, open-source, lightweight AI agent and coding harness, configure it to run a fully local open-weights model, install and build extensions, and one-shot a working typing game — all independent of any cloud provider.

Harness Engineering: 4 Levers to Diagnose Any AI Agent

This video introduces 'harness engineering' as a way to reason about the system around an AI model, arguing that most agent failures are harness problems rather than model problems, and gives a four-lever framework — context, tools, loop, and governance — for diagnosing almost any agent failure in under a minute.

Claude Opus 4.8 Built an Agentic OS in 15 Minutes! (ultracode)

Duncan Rogoff builds an 'AIOS' (agentic operating system) — a single always-on web dashboard tracking industry drops, competitors, social/YouTube stats, and active projects with one-click Claude skills — using Claude Opus 4.8 and its new Ultra Code feature with as little human involvement as possible.

Getting Started with Supabase Locally

This video walks through moving a Supabase project out of the dashboard and into code: installing the CLI, running supabase init and supabase start to spin up the local Docker stack, capturing schema with declarative SQL plus the migration diff command, seeding data, configuring config.toml, then linking to a remote project and auto-deploying migrations through the GitHub integration.

I Replaced the Project I Spent Months on With a Markdown File

Ben Davis argues that AI coding-agent skills are really markdown 'programs'—the agent acts as compiler and runtime—using Gary Tan's G-stack and G-brain, the office-hours and impeccable skills, and his own better-context CLI (now collapsed into a single skill) to show that far more glue-layer work can move from rigid TypeScript to parameterized markdown workflows than people expect.

I Found a FREE AI Coding Agent Better Than Most Paid Tool

EarnixLab shows how to run Kimi K2.6 and Minimax M2.7 completely free for coding inside VS Code by installing the Blackbox 'coding agent' extension and choosing 'continue free'—no account, API key, credits, or subscription—then tours its interface (auto vs manual modes, tools, custom skills, ready-made MCP servers) and watches the agent build a SaaS landing page from a single one-line prompt.

My Obsidian Vault in 2026 - What I Actually Open Every Day

A four-year Obsidian user walks through the workspace-driven vault he actually opens daily — using the Commander status bar plus a forked Workspace Plus plugin to jump between focus, active, RSS, discoveries, and cycles-and-reviews layouts — and shows how Quick Add, Notebook Navigator, and Bases replace older DataView/Templater habits for capturing and finding notes with minimal friction.

Pi Coding Agent Observability: HTML Specs with Gemini 3.5 Flash and GPT Image 2

Using a PI coding-agent observability dashboard, IndyDevDan runs the same prompt through markdown, HTML, and image-enriched 'V-spec' plans on Gemini 3.5 Flash to measure the performance-speed-cost trade-off, then argues that adding GPT Image 2 visuals to specs makes plans dramatically easier to reason about — the core thesis being that you can't improve agents you don't measure.

Learn 90% Of Pi Agent in Under 17 Minutes

A guided tour of PI, the minimal terminal coding harness, covering its 'small core, programmable edges' philosophy (just read, bash, edit, write, and sessions), how to install and connect models, the daily navigation shortcuts, how session trees let you branch and recover work, and the seven layers — from settings.json up to packages — you use to extend it into your own personalized agent.

Design a Fully Animated Website with AI — Claude Code

This video shows how the creator built a fully animated portfolio website in about 2 hours by sketching states in Figma, generating warm-toned model photos with Nano Banana/Hexfield, and prompting Claude Code section-by-section to produce a flip-to-ticker intro, project pages, and an info page.

This Claude Update Is Kind of Insane

This video explains Claude's new 'dynamic workflows' feature, which auto-generates an orchestration script that fans a big task out to parallel sub-agents with separate verifier agents gating the output, and shows how to trigger it, what to aim it at, and how to avoid burning tokens.

How I Turned Pi Into the Ultimate Coding Agent

This video shows how the Pi coding agent ships as a deliberately minimal harness (four tools, a basic system prompt, a clean TUI) and how its hot-reloadable extension system lets you customize it by simply asking the Pi agent itself to write and reload new extensions.

Stop Using Claude Code CLI. Use THIS Instead! (Oh-My-Pi)

This video pitches Oh-My-Pi, a Pi-based AI agent harness, by contrasting four of its architectural upgrades (LSP integration, debugger adapter protocol, model-agnostic routing, and content-hash line edits) against the limitations of Claude Code CLI.

This 100% open-source terminal is insane… just watch

This video demonstrates CMAX, a native Swift macOS terminal built on libghostty, and shows how to run multiple CLI coding agents in parallel using its workspace/pane/surface model and an orchestrator-agent pattern driven through a CMAX skill.

Turn Claude Code into a Design GENIUS

This video demonstrates connecting Mobbin's MCP server to Claude Code so it can search 600,000+ real app UIs to auto-build a Figma mood board, analyze which sign-up flows work best, and critique your own landing page against premium references.

Gemini Spark Is Here: Full Breakdown and Use Cases

This video walks through setting up Gemini Spark (enabling memory and connected Google Workspace apps) and demonstrates it autonomously triaging emails, managing the calendar, and building a personalized San Diego itinerary from scattered sources.

Stop Watching Tutorials - Build These 4 Claude Projects to 10x Output

This video walks through four concrete Claude Code projects you build yourself: a 'board of advisers' from cloned experts, a personal niched command center, an AI-SEO-optimized personal website deployed via Hostinger, and an internal operating system of knowledge/skills/projects folders with self-improving skills.

Antigravity CLI's Killer Features That Make Gemini CLI Obsolete

This video walks through migrating from Gemini CLI to Google's new Antigravity CLI and demonstrates its slash commands by building a single-file HTML workout logger called Lift in the terminal.

Claude Code Just Dropped Workflows (An Actual Game Changer)

This video explains Claude Code's new Workflows feature by showing how it moves sub-agent orchestration out of the bloated main chat window and into a deterministic workflow.js script, then demonstrates it live with the deep research skill (which burned 105 agents and 3 million tokens) and a self-generated 'Startup Forge' fan-out pipeline.

Codex 4.0 (CRAZY NEW UPGRADES): THIS IS INSANITY!

This video walks through OpenAI's Codex 26.519 app update, explaining how features like app shots, official goal mode, remote computer use, plugin sharing, and browser annotations together push Codex from a terminal coding agent toward a full workspace agent.

OpenHuman: Local-First AI Agent That Remembers Everything About You

This video explains how OpenHuman, a local-first Rust/Tauri desktop agent, builds a readable 'memory tree' from your connected accounts (Gmail, Slack, etc.) and walks through installing and connecting it safely.

Opus 4.8 Just Dropped. Here's How To Actually Use It.

This video walks through what changed in Claude Opus 4.8 versus 4.7 (effort levels, dynamic workflows, honesty/self-correction) and gives concrete prompting habit changes for getting better results in Claude Code.

OpenHuman Is The Hermes Agent Killer?

This video walks through what OpenHuman (Tiny Human) is and how to install, onboard, and run a market-research task on it, contrasting its readable local-memory desktop approach against terminal-first agents like Hermes and OpenClaw.

I Stopped Using Figma MCP

This video demonstrates how to chain Claude Design with the HTML.to.design MCP connector so AI-generated UI lands in Figma as a fully editable file with proper auto layouts, styles, and variables instead of as a flat unstructured mockup.

Claude Plans, Gemini Designs: One Workflow for Beautiful Frontends (LIVE)

Turn Claude Plans, Gemini Designs into a working note from the transcript anchors: 1:35 sets up Opus decide here's the information to put on the front end and then we have Gemini 3.

I updated the Claude skills that are saving me hundreds (skills and prompts in description)

This video walks through a Claude-skills AI video workflow, showing how volumetric depth (atmospheric haze), gray-not-white character backgrounds, and ordered reference-image tagging in Seed Dance produce footage that looks photographed instead of plastic and pasted-on.

This Repo Gives Claude Code a Brain, 30k Stars on GitHub

This video dissects the Code Graph repo, showing how it replaces an agent's file-rummaging with a tree-sitter-built, SQLite-stored symbol graph queried over MCP to cut tool calls by roughly 70%.

24h Inside a $30M Silicon Valley AI Startup with No Employees

This video follows Pulsar founder Ben Broca through a day in San Francisco, showing how a solo founder reached $7M ARR by stacking third-party AI-agent infrastructure (Anchor Browser, Scipion/GPUs), leveraging in-person SF serendipity to raise a $30M seed, and reframing product features into PR narratives.

Claude Design = Premium Portfolio Websites In Minutes

A senior product designer walks through building a non-generic portfolio in Claude Design by feeding it visual references, forcing it to interview you with questions, refining with draw/edit/comment modes and the tweaks panel, adding specific scroll and hover animations, then shipping it live via Claude Code, GitHub, and Vercel.

Ollama is Too Slow: Try This Instead!

This video walks through installing the OMX local-AI app on an Apple Silicon Mac and benchmarks the same models (Qwen 3.5 9B, Gemma 4 E2B/E4B) running under OMX versus Ollama to show OMX delivering faster, more stable responses.

Vibe design to build incredible web UI

This video demonstrates 'vibe designing' a CSS-driven web UI by prompting the Stitch AI design tool with precise CSS vocabulary (non-uniform grid, scroll timelines, appearance:base-select) and validating the generated output live through the Chrome DevTools MCP inside Antigravity.

Anthropic Just Dropped a Masterclass on Building Agent Harnesses (for Large Codebases)

This video walks through Anthropic's 'AI layer' strategies for large codebases, showing concrete demos of layered CLAUDE.md files, self-improving start/stop hooks, path-scoped skills, and an LSP-backed MCP server for symbol-level search.

Understand-Anything vs Graphify: I Tested Both on My SaaS

This video runs a head-to-head test of two Claude Code plugins, Understand Anything and Graphify, on a real SaaS codebase, comparing token cost, dashboard visualization, AI query quality, onboarding output, stale-data updates, and local-model support.

OpenCode + AionUi: Full Desktop AI Agent to Replace Claude Cowork for Free

This video shows how to pair the open-source AionUi desktop app with the OpenCode terminal agent to get Claude Cowork-style file editing, previews, scheduling, and parallel sessions for free while bringing your own model API key.

Top #1 Opportunity for Senior Engineers: Agentic Engineering

IndyDevDan argues that the gap between low and high performing senior engineers now comes down to five pillars of agentic engineering: owning your agent harness, building software factories, writing extensible software, running useful always-on agents, and granting agents broad API access.

OpenCode Persistent Memory Across Sessions, 10x Token Savings

This video explains how the Claude Mem tool adds persistent, local long-term memory to the OpenCode terminal agent so it recalls prior project context across sessions, and how its layered search saves roughly 10x the tokens.

The Upgrade Every AI Agent Has Been Waiting For, 40k stars on github

This video explains CLI Anything, an Apache-licensed tool from HKU's Data Intelligence Lab that auto-generates a real command-line interface (command groups, JSON output, a stateful REPL) from any app's source code so AI agents can invoke desktop software like Blender via text instead of computer-use screenshotting.

5 Open Source Tools That Feel Illegal To Be Free

This video walks through five specific free open-source web-dev tools by name and URL: Handy (speech-to-text), Shuggle/Sug (shadcn registry explorer), ShieldCN (GitHub readme badge generator), NativeWind (Tailwind for React Native), and Backlit UI (animated shadcn charts with a chart-builder studio).

Hermes Agent + DeepSeek V4 (FREE) = GOD TIER

This video walks through connecting the open-source Hermes autonomous agent to the free DeepSeek V4 Flash model via the News portal, then demonstrates running a free research-to-HTML-report workflow with it.

Developers Might Finally Have a Local TTS Model That Doesn’t Suck

This video stress-tests Supertonic 3, a 99M-parameter local CPU text-to-speech model, by feeding it messy real-world app text (prices, dates, phone numbers, multiple languages) to judge whether developers can actually ship with it.

What Happens When AI Coding Gets a Delivery Pipeline (Routa)

This video walks through Routa (Ruda), a free local-first AI coding tool that replaces the chat-first workflow with a Kanban delivery pipeline where tasks move through backlog, dev, review, evidence, and gates while different agents handle each stage.

Anthropic Just Revealed The Best Claude Code Setup

This video breaks down Anthropic's recommended Claude Code setup for large codebases, explaining why file-system navigation beats RAG and walking through the harness pieces (CLAUDE.md, hooks, skills, plugins, LSP, MCPs, subagents) you assemble to keep agents reliable at scale.

This AI Tool Maps Any Codebase Before You Touch It (Understand-Anything)

This video demos the open-source 'Understand Anything' Claude Code plugin, which scans a repo with static analysis plus multi-agent LLMs to produce an interactive knowledge graph with architecture layers, guided flow tours, and change-impact views for onboarding and refactoring.

Hermes Agent Tutorial for Beginners - Crash Course

This video walks through installing the Hermes (Homees) open-source AI agent with one terminal command, wiring it to an Anthropic Claude key, putting it on your phone via a Telegram bot, teaching it persistent memory, and connecting it to 9,000+ apps through the Zapier MCP plus a free local Ollama model.

I Built Karpathy's AI Knowledge Base in Claude: Try it!

This video walks through building Karpathy's plain-folder 'second brain' inside Claude Co-work using three folders (raw, wiki, outputs) plus a CLAUDE.md schema file, where the LLM acts as librarian instead of you maintaining Obsidian or a vector database.

Anthropic Just Dropped Claude for Small Businesses (31 Skills)

This video walks through Anthropic's 31-skill small business plugin inside Claude Co-work, demoing three skills (Business Pulse, Invoice Chase, Job Post Builder) and showing how connectors and Zapier MCP let Claude act across apps like QuickBooks, Stripe, Gmail, and HubSpot.

Opus 4.7 and OpenAI 5.5 Made Your Prompting Style Obsolete.

Nate Jones argues that with Opus 4.7 and OpenAI 5.5 you should stop task-style prompting and instead use a 'question method' that treats the model as a senior partner, conveyed through three concrete principles for asking questions in heavy knowledge work.

How to INSTANTLY Run ANY Skill in Claude + Codex

This video introduces 'PolySkill', a single adapter skill that converts an agent skill between Claude Code and Codex formats (and back) so you can run the same skill in both ecosystems without manually rebuilding it each time.

Google's New AI Agent Just Made Everything Else Obsolete

This video walks through Google's five I/O announcements (Gemini Spark, Gemini 3.5 Flash, Docs Live, Samsung smart glasses, and AI-mode search) and argues why Google's existing embeddedness in your work tools gives it a structural edge in the agentic AI race.

FreeBuff: 100% Free & Unlimited Coding Agent, No Subscription, No API Key

This video reviews FreeBuff, the ad-supported free version of Codebuff, explaining how its multi-agent architecture, two-command npm install, model lineup, and privacy caveats compare to paid coding agents like Claude Code and Codex.

These AI Agents Talk to EACH OTHER Across Terminals!

This video demonstrates Nico's 'intercom' Pi extension, which lets four separately-launched terminal agent sessions (different models, different assigned roles) discover and message each other as flat peers to stress-test a video pitch instead of relaying through one boss agent.

9-Arm Skill: THIS SIMPLE & FULLY FREE SKILL-SET IS SO CRAZY!

This video breaks down the 'nine arm skills' GitHub repo's four shippable Claude Code skills (debug mantra, postmortem, scrutinize, management talk) and argues that better agent constraints, not more capability, fix the real failure modes in AI coding workflows.

15 Hermes Agent use cases I wish I tried sooner

This video argues that Hermes Agent is best used not as a replacement for Claude or Codex in building apps, but as an always-on operator/AI employee, and walks through 15 concrete business roles for it (SEO analyst, lead scraper, sales CRM, research agent, content producer, investment analyst, advisory council, etc.).

/handoff is my new favourite skill

Matt Pocock explains his 'handoff' skill, which compresses the relevant slice of a coding session into a disposable markdown document so a separate fresh agent can pick up an out-of-scope task without diluting or clobbering the original session's context.

I Rebuilt Hermes in Claude Code (It’s Ridiculously Good)

This video walks through which Hermes agentic-OS features (identity layer, memory injection, self-learning loop) the creator deliberately rebuilt inside Claude Code, and why owning each layer beats installing an off-the-shelf stack like Hermes or OpenClaw.

The 5 Codex Skills Every Design Engineer Needs to Start a Project

This video walks through five concrete Codex skills/commands a design engineer chains together to go from requirements discovery to a polished UI: Grill Me for interrogating the plan, the goal command for self-improving skill loops, MagicPath for canvas-based design generation, Make Interfaces Feel Better for UX polish, and Impeccable for animation and final refinement.

The Agent Development Lifecycle: Build, Test, Deploy, Monitor | Interrupt 26

Harrison Chase walks through LangChain's agent development lifecycle (build, test, deploy, monitor) and maps each phase to specific product launches like deep agents 0.6, LangSmith sandboxes, context hub, and the LLM gateway.

This “Karpathy file” will 10x your claude output (132,000 Github Stars!)

This video shows how to install a GitHub-hosted CLAUDE.md file inspired by Andrej Karpathy's tweet and demonstrates, with side-by-side terminal tests, how it changes Claude Code's behavior across four areas: thinking first, minimal code, surgical edits, and goal-driven verification.

Codex: Build Your Full AI Marketing Team (Agents + Skills)

Riley Brown demonstrates how he runs nearly all his content-marketing work inside OpenAI's Codex super app by layering reusable skills (YouTube Researcher, Readwise CLI, Excalidraw diagrams, paper MCP) and turning them into daily automations.

PI Agents vs Skills vs Extensions!?

This video explains how to decide which of Pi's four config folders (agents, skills/prompts, extensions) a given workflow belongs in, using context cost as the deciding factor.

Karpathy's Skill Just Fixed Claude Code's Biggest Problem

This video walks through installing Karpathy's GitHub skill that injects four behavioral guardrails (think before coding, simplicity, surgical changes, goal-driven execution) directly into a project's CLAUDE.md, and explains why baking them into CLAUDE.md differs from trigger-based skills like Superpowers or GSD.

Pi is INCREDIBLE - Building a Custom Coding Agent Live

Cole Medin live-builds on Pi, a deliberately minimal coding agent, by switching it to a Kimi K2 subscription, installing marketplace extensions (web access, status line, permission gates), and arguing that a well-engineered harness lets a cheap model rival Opus-level results.

Setting Up Pi Subagents Because I Keep Doing 2 Dumb Things

The creator installs the npm 'sub-agents' package onto the lean Pi agent harness to fix two habits — a bloating main system prompt and spawning a new terminal tab per task — by delegating scoped work to named sub-agents (scout, oracle, reviewer, researcher, planner, worker) that run in the background and report results back via intercom.

Pi to Pi: Two-Way Agent Orchestration with the Pi Coding Agent

This video demonstrates a peer-to-peer (Pi-to-Pi) agent communication system where multiple Pi coding agents on different machines talk bidirectionally as equals to safely sync a PII-stripped production database slice to a dev machine and to mirror an E2B sandbox skill onto a new exe.dev skill.

I Replaced Opus 4.7 With a Free Chinese AI (INSANE)

This video demonstrates running the free MiMo (Xiaomi) V2.5 Pro model inside Claude Code via OpenRouter, combined with the creator's Astro Builder skill and the Superpowers plugin, to generate a full Astro business website with images, a Turso database, lead-gen forms, and an admin login.

This Claude Code + Obsidian Command Center is INSANE

This video shows how to turn Obsidian into a 'command center' for Claude Code by having Claude Code build a custom Obsidian plugin that pairs an integrated terminal with a visual observability dashboard, one-click headless skill buttons, a sensible vault file structure, and a focused CLAUDE.md.

5 Skills to Build an AI Operating System Like The 1% (Full Guide)

This video walks through using five copy-paste Claude skills to build an 'AI operating system' (second brain) in an Obsidian-backed folder, covering initial OS setup, scheduled real-time context updates, and ongoing token/context optimization.

Build Andrej Karpathy’s LLM Knowledge Base for Businesses (10x Output!)

This video walks through setting up Andrej Karpathy's 'LLM wiki' second-brain system for a business by creating an Obsidian vault, pasting in Karpathy's GitHub-gist idea file, and letting Claude Code build a raw/schema/wiki structure that ingests your business data into a self-linking, queryable knowledge base.

oMLX + Paperclip Demo 🚀 Running a Real Local Multi-Agent AI Workflow MacOS

This video demonstrates wiring oMLX (a Mac/Apple-silicon-optimized local model runner) into OpenCode so a Paperclip agent can run on free, private local models instead of paid Claude.

Open Design: Why 40k Developers Abandoned Claude Design

This video walks through Open Design, an open-source local alternative to Claude Design, and demonstrates building a YouTube-channel search app prototype using the GLM 5.1 model via Open Code to show that any installed agent can produce decent designs.

Freebuff Coder: This FULLY FREE AI Coder is ACTUALLY CRAZY!

This video reviews Freebuff, a free ad-supported terminal AI coding agent built on the Codebuff platform, explaining its install flow, its nine specialized sub-agents, its multi-model routing, and the privacy and country-availability caveats you must check before trusting it with real code.

Terax: One Developer Built an AI Terminal Better Than Warp

This video reviews Terax, a 7 MB Tauri 2 + Rust AI-native terminal that bundles a multi-tab terminal, code editor, file sidebar, and browser, and weighs its single-developer feature set against Warp and Cmux.

How Anthropic Engineers ACTUALLY Prompt Claude Code

This video distills four rules Anthropic engineers reportedly use for Claude Code: prompt named skills instead of one-off prompts, invest in a skill's tools layer (not just its prompt), build small composable skills that chain together, and update skills after every session so they compound.

OpenAI Codex Now Works from Anywhere (Dispatch Killer?)

This video walks through pairing the iPhone ChatGPT app with the desktop Codex app so you can trigger and watch your real desktop coding projects run from your phone, demonstrated by editing a markdown file into bullet points remotely.

Turn Codex into an Infinite Design Canvas

This video walks through wiring the Codex preview browser to the Magic Path skill so AI-generated UI designs appear together in one infinite canvas, then layering in the OpenAI image API and Mobbin MCP to generate logos, backgrounds, and pricing-section references before running the result on localhost.

Codex + Ollama = Free Unlimited Coding AI

This video walks through OpenAI Codex's new Ollama integration, showing how to install a locally-hosted open model (Gemma 4 E4B) via Ollama and launch the Codex app powered by it so you can run an AI coding agent for free with no API costs.

This FREE Mac Setup Replaced My $200/month AI Coding Stack—No Cloud, No Limits,128GB RAM Goes INSANE

This video demonstrates running a fully local AI coding agent on a Mac by serving Qwen3 models (27B dense and 35B A3B mixture-of-experts) through the OMLX/MLX inference engine and connecting them to the OpenCode terminal agent to write and edit code offline.

Codex SuperApp: Did OpenAI Just Kill Claude Code?

This video explains how OpenAI's three simultaneous Codex updates (mobile access in ChatGPT, generally-available remote SSH, and hooks plus programmatic access tokens) combine with last month's native Mac computer-use to assemble Codex into an end-to-end 'super app' agent platform.

The Trillion Dollar Agentic Workflow Opportunity Is Here

This video argues that the trillion-dollar agentic opportunity belongs not to whoever owns the best model but to whoever builds the implementation layer (workflow design, data access, authority, evals, audit trails, ownership) around agents, and explains why private equity, hyperscalers, and consultancies are all converging on enterprise agent deployment.

What AI Agent Should YOU be Using?

This video builds a mental model that classifies AI agents (Claude Code, Codex, Claude Co-work, Manus, Perplexity Computer, OpenClaw, and cloud claws) along two core axes—persistence (offline/always-on) and access (limited sandbox vs. full computer)—then gives six concrete criteria for picking the right one.

Don't Build a Design System from Scratch (Claude Code + Figma + Shadcn)

This video walks through migrating to a Shadcn-based component library in a sibling 'ui-next' package, wiring it to a design.md brand file and a per-component meta.ts schema so Claude Code stops inventing off-brand components.

Mistral Vibe (+Free API): This Free AI Coding Agent is ACTUALLY CRAZY!

This video walks through Mistral Vibe, Mistral's terminal coding agent, showing how to install it, set it up on the free API experiment plan, drive it with @ file references / ! shell commands / slash commands, and use Mistral Medium 3.5 for plan-then-implement coding, remote cloud sessions, and Le Chat work mode.

RAG is Dead. Again. (Claude Agent SDK + Memory)

This video demonstrates building a multi-layered memory/retrieval system on the Claude Agent SDK that combines Milvus vector search with file-system bash tools so an agent can scan, parse, semantically search, and backtrack across complex PDFs containing text, tables, and images.

Your Local AI is "Stupid" Because You’re Using it Like ChatGPT

This video argues that small local agentic models like Gemma 26B-A4B and Qwen 35B-A3B feel 'stupid' only because people one-shot them like ChatGPT, and shows the loop-and-awareness workflow that lets a fully-local model autonomously solve multi-machine tool-use tasks.

Make the PERFECT Videos with Claude Code (Full Workflow)

This video walks through Cole Medin's open-source pipeline that stitches HyperFrames (HTML-based scene rendering), ElevenLabs or Kokoro for voice, and Archon as the workflow harness so Claude Code can generate a synced, narrated short video end to end from a single idea or URL.

Build an Enterprise RAG Pipeline in Minutes with Gemini New API

This video walks through Gemini's expanded File Search API, which now embeds images and text into one shared vector space so a single query retrieves charts, diagrams, and prose together with page-level citations and metadata filtering.

Claude Code /goal Just Dropped and it Can Build Literally Anything

This video demonstrates how to use the new /goal feature in both Claude Code and Codeex to autonomously build a complete Next.js social-content app from a PRD and a 62-task product roadmap in a single ~32-minute long-running agent pass.

Claude Ultraplan vs Superpowers: I Found a WINNER and It's Not Even Close

Through a side-by-side demo of planning a CLI release pipeline, this video shows that Claude's cloud-based Ultra Plan trades thoroughness and token efficiency for portability, while the local Superpowers plugin produces a far more detailed test-driven plan at higher token cost.

9 Claude Code Plugins to Build 10x Faster

This video walks through nine specific Claude Code plugins (Caveman, Firecrawl+Exa, Compound Engineering, Higgsfield, Anthropic's official set, OpenAI Codex, BuildPartner.ai, Morph, and Code Burn) and explains what each one fixes about Claude's default behavior to cut tokens, time, and cost.

AI Just Broke LinkedIn

This video argues that the job market now has three layers (visible LinkedIn listings, AI-aggregated boards, and a hidden layer of direct corporate career-page postings) and demonstrates using JobRight's 'hidden jobs' filter to surface roles with under 25 applicants that never reach LinkedIn.

Anthropic’s Downfall? GPT-5.6, Gemini 3.2, Robots Running A Full 8-hr Shift, & Qwen 3.6 Plus FREE!

This video walks through a single day of AI-industry news, arguing that Gemini 3.2's front-end output quality has regressed, that Anthropic's 'increased limits' announcement actually moved third-party agents to costly separate API credits, and that Figure AI's robots ran an autonomous 8-hour warehouse shift.

Your Claude Code Agentic OS Sucks

This video argues that a Claude Code 'agentic OS' lives or dies on its skill-and-automation backbone, and walks through building that backbone first, then adding an Obsidian memory layer and an Obsidian-or-Streamlit dashboard on top.

Codex Desktop Plugins Are Here 🔥 OpenAI Just Turned Codex Into an AI Super App

This video shows how to add a third-party plugin/skills marketplace to the Codex desktop app by running a single 'codex plugin marketplace add' CLI command pointing at a public GitHub repo, then restarting the desktop to surface the installed skills.

Claude Code Agent View IS INSANE! Huge New Update Introduces /goal, sessions, & More!

Use Agent View and `/goal` as a coordination model for longer Claude Code work: define completion criteria, monitor parallel sessions, and keep autonomous work visible enough to recover or redirect.

Stop paying for AI coding tools. Here's what I use instead

Evaluate local and open agent stacks by ownership: model access, workflow persistence, replacement cost, tool integration, and what breaks when a subscription disappears.

I Hit My Claude Code Limit and Tried Codex

Split work between Claude Code and Codex based on their strengths: use shared project instructions, keep context portable, and treat rate limits as a workflow-design constraint.

One Folder Runs Claude, Gemini, Codex, and even Obsidian (Free on GitHub)

Use a plain-markdown personal knowledge architecture as the handoff layer between Claude, Gemini, Codex, Obsidian, and other tools so project memory stays portable.

The Best Local Agentic Coding Workflow (Complete Guide)

Build a local coding-agent loop from the hardware up: pick a model runner, understand memory and quantization limits, connect the model to coding tools, and verify the workflow on real tasks.

The Ultimate Solopreneur Agent Harness for AI Builders (Claude Code Harness)

Study a solopreneur Claude Code harness as an operations system: specialized sub-agents, a product-manager coordinator, session locking, and reusable client-work routines.

Hermes Agent powered by local models on the DGX Spark is basically magic

Run Hermes against local models and specialized hardware by separating the agent UI, model endpoint, project state, and verification loop.

I Gave Claude Code & Codex Access to 600,000 UI Designs

Use large UI reference libraries as design context for Claude Code and Codex, then translate inspiration into specific screens, components, and review criteria.

Hermes Agent 3.0 (Crazy Upgrades): HERMES Agent is TOO GOOD NOW!

Track Hermes 3.0 reliability upgrades through the lens of operations: Kanban state, persistent goals, provider support, security posture, and long-running task control.

The Future of AI Agents Just Arrived ( /goal for Claude Code & Codex)

Treat `/goal` as an agentic completion contract: state the desired outcome, define proof of done, and let the agent continue through planning, execution, and verification.

Claude Code Just Got a Dashboard

This video demonstrates Claude Code's new agents view, a single dashboard launched with the `claude agents` command that consolidates multiple concurrent sessions into one window sorted into 'needs input', 'working', and 'completed'.

A Piece of Pi: Embedding The OpenClaw Coding Agent In Your Product — Matthias Luebken, Tavon

This talk shows how to repurpose the Pi coding agent's packages (agent-core, coding agent, sessions, extensions) as the engine for non-coding products, demonstrated with a CRM lead-qualifier and a production RFP-to-draft-email sales system.

Claude Code Workflow for Design Teams

Two Beyond Identity designers demonstrate how they replaced Figma with Claude Code by building a live, code-referencing sandbox of their B2B security product where every screen, flow, and even the CLI/terminal experience is functional and iterable.

Gemini Remy: Powered by 3.2 Flash Thinking (Google Is Hiding It)

This video walks through three rumored coding-AI developments: Google's 'Remy' agentic mode powered by routing to three 3.2 Flash Thinking variants, OpenAI Codex's new 'ultra fast' latency tier, and a ChatGPT mobile remote-control feature for Codex, plus a Gemini Omni video model leak.

Rowboat: 13K-Star Open-Source AI Coworker Built On A Local Knowledge Graph

This video explains how Rowboat (Robo) turns your Gmail, Google Calendar, and meeting notes into a local, inspectable knowledge graph of plain markdown files so an AI co-worker can retain real context across conversations without surrendering your data to a cloud provider.

Hermes Agentic OS is The Future

This video walks through pairing the open-source Hermes agent with the ION UI co-work platform to build a local 'agentic OS' that runs multiple autonomous agents for tasks like Excel dashboards, desktop file organization, report writing, and game coding.

AI Agents Are Random… This Fix Makes Them Deterministic (Archon)

This video demos how Archon uses 'harness engineering' — YAML DAG workflows, reusable agent skills, and per-run git worktrees — to make coding agents produce consistent PRs instead of randomly different output on each run.

This Is The Best Local Model Runner For Apple Silicon (oMLX)

This video benchmarks oMLX against LM Studio on an M2 MacBook by running the same Qwen 3.6 35B 4-bit coding task through Codex CLI, showing oMLX hits ~47 tok/s and 89% cache efficiency by paging older KV-cache context to SSD.

You're Wasting 40% Of Your AI Time On Something Fixable

This video gives you a decision map for the AI agent 'scaffolding' layer—prompts vs. skills vs. plugins vs. MCPs/connectors vs. hooks/scripts—so you stop overloading prompts and instead package repeatable work the right way.

Codex vs Cowork for Regular People (Every Feature Compared)

This video walks through a feature-by-feature face-off between Claude Cowork and OpenAI Codex for non-developers, scoring categories like folder/project handling, connectors-vs-plugins, scheduled tasks, file editing, design, and pricing to help you pick one.

What is an Agent Harness? (And How We Built One)

This video defines an agent harness as the infrastructure control layer around a model and then walks through building one with the Strands TypeScript SDK that monitors OpenAI's changelog and files GitHub issues using four tools steered entirely by descriptions.

Is Codex now BETTER than Claude Cowork for daily work?

This video walks a non-developer through using Codex as a knowledge-work tool: setting up projects, auditing a CSV, generating styled HTML charts and a forecasting Excel file, and wiring in Gmail and ImageGen skills.

How I Built a Landing Page with ChatGPT 5.5 + Images 2.0 + design.md

This video walks through a concrete workflow that turns a screenshot of someone else's design on X into an original landing page by generating fresh inspiration with Images 2.0, reproducing it section-by-section with GPT 5.5 in an AI builder (Aura), and finally extracting a reusable design.md design system.

Building a Personal LLM Wiki: The Andrej Karpathy Workflow in Recall

This video demonstrates the tool Recall as a less-hacky alternative to Andrej Karpathy's manual markdown-and-wiki LLM knowledge base, walking through saving content via browser extension, chatting across your saved sources with selectable models, and visualizing, quizzing, and listening to your knowledge.

Codex Super App, OpenAI Chaos Drama, Gemini 3.2 Pro In Arena, GPT-Realtime-2, & NotebookLM Update!

This video walks through one week of AI industry news, centered on OpenAI's emerging Codex 'super app' that merges ChatGPT, browsing, voice agents, and remote computer control, plus GPT-Realtime 2, Gemini Arena variant confusion, Claude's financial-data MCP connectors, Ernie 5.1's efficiency, and the leaked 2023 OpenAI board-coup texts.

Why OpenAI Built Symphony and Gave It Away for Free

This video walks through what OpenAI's Symphony actually is — an Elixir/spec-defined orchestrator that polls a Linear board, spins up a Codex session per issue, and hands work back only for review — and demos building, configuring, and extending it with clone/commit/PR hooks.

271 Vulnerabilities: What Mozilla's AI Found Changes Everything

Using Mozilla's Mythos experiment (where Anthropic's Claude-based system surfaced 271 vulnerabilities fixed in Firefox 150, versus 22 from an earlier Opus run), this video argues that AI-driven adversarial code review is becoming a stronger security trust anchor than human authorship, and that engineers must restructure pipelines to swap in such reviewers.

Don't sleep on the Pi agent, it solves the sandbox problem

This video shows why pairing Claude with a Marimo notebook in Molab forces constant permission prompts, then demonstrates how the Pi agent's TypeScript extension lets you write a programmatic guard that whitelists exactly which files and bash scripts the agent may touch.

Agentic Search for Context Engineering — Leonie Monigatti, Elastic

Using a local Elastic Search cluster of conference-session data, this talk walks through building an agentic search tool in LangChain and deliberately breaking it to show why a single semantic-search tool fails on keyword/filter queries, then fixes it with a general-purpose ESQL query tool plus an agent skill that teaches the agent correct query syntax.

The Secrets of Claude's Platform From the Team Who Built It

Anthropic's platform product and engineering leads explain why an AI platform has evolved from a stateless completion endpoint into Claude Managed Agents, a hosted harness bundling sandboxes, memory, file systems, and skills so teams stop hand-building agent infrastructure.

The Multi-Agent Architecture That Actually Ships — Luke Alvoeiro, Factory

Luke Alvoeiro explains how Factory's 'missions' system runs multi-day autonomous coding by combining four multi-agent patterns into a three-role architecture (orchestrator, workers, validators) anchored by an upfront validation contract.

GPT-Realtime-2: OpenAI's MOST Intelligent Voice Model Yet!

This video walks through OpenAI's three new voice models (GPT Realtime 2 with GPT-5-class reasoning, GPT Realtime Translate with 70 input/13 output languages, and GPT Realtime Whisper streaming transcription), the new Codex Chrome extension, and Google's GA release of Gemini 3.1 Flash Light plus its Health Coach bundle.

Goodbarber: This FREE Native AI App Builder Coder is INSANE!

This sponsored video walks through how GoodBarber lets you build native iOS (Swift), Android (Kotlin), and progressive web apps from one back office, covering its template-based design system, 190+ extension store, in-CMS AI assistant plus RAG chatbot, e-commerce features, and store-publishing options.

Obsidian Might Be the Perfect Interface for AI Agents

This video shows how to turn an Obsidian markdown vault into a scriptable memory layer for AI agents using Obsidian's new CLI, plus the Graphifi knowledge-graph tool, so agents capture, search, and query your notes instead of blindly scanning files.

The Biggest Problem Of AI Coding Is Finally Solved

This video walks through Vercel's DeepSec security harness end-to-end, explaining how its regex-scan plus parallel batched agent investigation pipeline catches vulnerabilities in AI-generated code more systematically than asking Claude Code for a one-shot review.

OpenManus: The Free Open Source Manus AI Agent You Can Run Locally

This video walks through what OpenManus is (an MIT-licensed open-source clone of the Manus AI agent from MetaGPT) and how to install, configure, and run it locally via UV so you can read and modify the agent loop instead of using the hosted Chinese product.

NEW Open Claude Code Is A FULLY FREE AI Coding Agent! (Tutorial)

This video walks through installing and using FreeBuff, an ad-supported free CLI coding agent built on CodeBuff that runs on GLM 5.1 with nine built-in sub-agents, and frames it as an alternative to Claude Code's rate limits.

GitHub Trending Weekly #33: mirage, deepsec, trust, OpenSwarm, tokenspeed, avnac, ds4, gemma-chat

This video rapid-fire showcases 35 trending GitHub projects from one week, heavily weighted toward AI-agent infrastructure: local inference engines for Apple Silicon and Blackwell GPUs, agent sandboxing and orchestration tools, and cost-routing setups that pair frontier models with cheaper junior models.

Design Systems for Beginners (Claude Code + Figma)

This video walks through converting a human-readable Figma button component into an agent-readable component by encoding props, relationships, and tokens as structured metadata, then generating it into Storybook for cal.com using Claude Code, an AI-component-metadata skill, and the Figma MCP.

Top Dev Tool Projects : DeepSeek TUI, CocoIndex, DocuSeal, FreeLLMAPI & Beever Atlas

This video is a rapid-fire roundup of 20 trending open-source developer tools this week, summarizing what each one does and how developers integrate it, from DeepSeek TUI and CocoIndex to DocuSeal, Free LM API, and Beaver Atlas.

Your AI Agent Is Locked To One Model. OpenClaw Just Killed That.

This video argues that OpenClaw's April 2026 maturation into a real agent runtime means you should architect a model-agnostic 'durable workflow' that routes different LLMs to different steps and keeps memory outside any single model, rather than locking your agent to one provider like Claude or GPT.

Why Codex? 💡 Build Agentic Workspaces That Improve Over Time

Callum (Wanderloots) shows how to turn OpenAI Codex into a self-evolving multi-agent workspace by combining its four building blocks (agents.md, skills, plugins, memories) with scheduled automations, git work trees, sub-agents, and cloud environments, demonstrated on his Obsidian-based LLM wiki.

Claude Code + Unsloth API -- LLM Finetuning Setup (100% FREE)

This video walks through pointing Claude Code at Unsloth's OpenAI-compatible API endpoint so it runs a self-hosted Qwen3 GGUF model (served via Unsloth Studio on a RunPod GPU) instead of Anthropic's models.

The 60-Second AI Reflection System for Obsidian

This video walks through a custom '/reflect' slash command the creator built for his Obsidian vault that uses Claude (via the AI Tools plugin, the VS Code extension, or a terminal) to read a chosen scope of notes over a time window and synthesize a structured reflection note with patterns, a pattern check, one next action, and a reframe.

Pi Coding Agent - Visual Plan Mode Extension

This video demos Planetator, a plan-mode extension for the Pi coding agent that surfaces the agent's generated plan in a visual UI where you annotate, correct assumptions, share a fully-local plan via URL, and approve before implementation.

New Claude Desktop + Ollama Update is INSANE!

This video shows how Ollama 0.14+'s compatibility with the Anthropic Messages API lets you point Claude Code and Claude Desktop at local or Ollama-Cloud open-source models, and walks through the exact setup, recommended models, and tradeoffs.

Claude Code Just Got WAY More Powerful

This video walks through five things Anthropic shipped at Code with Claude: Claude Code routines (scheduled/triggered tasks), API outcomes (rubric-graded iteration), multi-agent orchestration, Dreams (on-demand memory consolidation), and doubled usage limits.

Google's Design.md is a design team in a file

Use design.md as a portable design-context artifact: capture typography, color, motion references, HTML examples, and taste constraints so agents can remix a product direction without drifting into generic output.

I Was Hitting Claude's Usage Limit Daily Until This

Reduce wasted Claude context by controlling which MCP tools load at startup, keeping tool descriptions focused, and moving heavy project knowledge into deliberate retrieval paths.

OpenCode + GitNexus: Give OpenCode Real Codebase Memory, Every Developer Use this

Use GitNexus as a codebase memory layer for OpenCode: index the repository, expose targeted retrieval tools, and let the coding agent query project structure before editing.

Gemini Omni, Gemini 3.2 Flash, a 12M Context Window Model, Claude Replaces Analysts, & More! AI NEWS

Track fast-moving model and agent releases by asking what changes workflow capability: longer context, managed agents, analyst replacement tasks, and multimodal execution surfaces.

Pi Agent – Crash Course | Minimal Coding Agent

Learn Pi as a minimal coding-agent runtime: start with a small tool surface, add extensions intentionally, manage sessions and prompts, and compare the workflow to heavier coding agents.

Generate VIDEO Inside Claude! (Official Higgsfield MCP)

Treat Higgsfield MCP as a creative tool endpoint inside an agent workflow: Claude plans the campaign, selects models, generates image/video assets, and keeps iteration inside the same conversational operating loop.

Open Design - Open Source Claude Design! Fully Free AI Design System!

Use Open Design as a local-first design agent surface: clone the project, connect model providers, select design systems, generate UI, and hand the result to a coding agent for implementation.

Pi Agent (Full Course)

Study Pi as an extensible coding-agent platform: sessions, providers, context engineering, extensions, packages, themes, and SDK integration all become parts of the agent operating model.

35 Claude Code skills on GitHub: claude-video, WRITING.md, paper2code, skill-doctor, skills-manage

Treat skills as reusable operating procedures: domain knowledge, writing standards, review methods, and project workflows that agents can apply repeatedly.

Codex Browser Use IS INSANE! Controls Your Computer & Automates Everything!

Understand browser control as an execution layer: agents can inspect pages, click through flows, verify UI states, and close the loop between code and real product behavior.

Designing With AI: Claude, Codex, Figma | Full Guide

Study the full AI design workflow across Claude, Codex, and Figma: research, visual direction, handoff, implementation, and critique.

Claude Video Just Changed Content Creation Forever…

Evaluate multimodal coworking as a creative production loop: ask, generate, inspect, revise, and decide what is actually usable.

FULLY FREE Unlimited Kimi K2.6 Coder / API: This IS REALLY GOOD!

Assess a coding model by real workflow fit: API access, coding strength, cost, constraints, and how it behaves inside an agent loop.

LM Studio Is Getting Insane — Start Using It Now

Understand local model runtime as infrastructure: model selection, endpoints, privacy, latency, and how local inference changes an agent stack.

Orchestration Over Architecture: What Stanford Found

Prioritize orchestration: task routing, verification, context movement, and feedback loops often matter more than picking a static architecture diagram.

Master Hermes Agent in 41 mins

Learn Hermes as an operations surface: sessions, tools, project state, permissions, and the habits needed to keep agent work moving.

Open Design Is Every Vibe Coders Dream

Use Open Design as a production surface for fast visual iteration, then verify the result with screenshots and design critique.

I Built a $10k Website in Minutes using GPT Image 2 & Seedance 2.0

Study image and video generation as a site-building accelerator, while keeping brand direction, layout discipline, and final polish under human review.

Stop Using Claude Code Without an Agentic OS

Turn a code agent setup into an operating system: persistent rules, reusable workflows, project memory, and repeatable execution lanes.

What is an Agent Harness? and How to build a great one!

Understand the harness as the operating layer around the model: tools, state, permissions, memory, and feedback loops.

OpenAI Just Showed Us What Comes After the Harness. Here's The Layer Almost Everyone's Missing.

Move from single-agent prompting into orchestration: routing, evaluation, context control, and durable workflows.

Creating Your Own Agentic OS is Easy (Insanely Powerful)

Think of an agentic OS as a personal control plane: workspace context, tools, permissions, recurring jobs, and execution surfaces.

FULL Guide to Becoming a Principled Agentic Engineer (Build Anything with AI)

Build a discipline around specs, verification, context design, tool choice, and iteration instead of one-off prompting.

GPT-5.5 VERIFIED Opus 4.7: A Pi Coding Agent That REVIEWS Like YOU

Treat review style, standards, and taste as reusable operating instructions that can be encoded into an agent.

This Coding Tool Kills AI Code Slop

Use constraints, review loops, and smaller work units to prevent AI-generated code from becoming low-quality bulk output.

Learn 95% of Codex in 30 minutes

Learn the core control loop: inspect, plan, edit, verify, and iterate with a code agent.

7 Tools That Make Codex 10x MORE Powerful

Extend Codex with better context, browser verification, project structure, and tool-aware workflows.

7 Tools That Make Claude Code + Codex Dangerous

Compare practical add-ons for coding agents, especially where file context, browser access, and automation matter.

MAXIMIZE Your Claude Code Subscription (Without Getting BANNED)

Use agent sessions deliberately: batch work, constrain scope, avoid waste, and respect provider limits.

The Real Reason You Keep Hitting Claude Limits (And How to Fix It)

Design sessions around context economy: fewer wandering prompts, clearer work packets, and better reuse of artifacts.

Hermes Agent Just Became a Project Manager (Kanban Update)

Use project-state views like Kanban to make long-running agent work legible and recoverable.

Hermes Agent w/ ChatGPT 5.5 is literally magic

Understand the appeal and limits of pairing Hermes with stronger hosted models.

Hermes + Open WebUI Just Changed AI Agents Forever

Use a chat interface as an agent control surface, but keep the actual value in tools, context, and verification.

Hermes AI Agents Can Now Use ComfyUI

Connect agent execution to visual generation workflows, then constrain outputs with review and iteration.

Hermes + Agent Swarms Just Changed AI Agents Forever

Approach swarms carefully: parallelism only helps when tasks are separable, scoped, and verifiable.

AionUi: One Free Desktop for Claude Code, OpenClaw & Hermes Agent

Evaluate agent desktops as coordination layers: what they expose, what they hide, and how recoverable the work is.

Introducing OpenUI.com ! The open standard for Generative UI.

Generative UI needs a portable representation of intent, structure, and state rather than isolated mockups.

ANOTHER Open Source Repo Just Cloned Claude Design

Study what makes AI-native interfaces useful: artifacts, previews, context panes, and inspection loops.

The 36K-star Claude Code folder Matt Pocock just open-sourced

Study real open-source project structure as an input to reusable agent instructions and codebase conventions.

OpenAI Just Gave Every Team A Free Employee. Here's The Catch.

Treat agents as junior collaborators that need scope, review, institutional context, and measurable outcomes.

GStack + GSD + Superpowers Workflow Is Insane!

Stack tools around a concrete execution rhythm: capture, decide, build, verify, and ship.

THIS Gives Claude Skills a Massive Upgrade (It’s Easy!)

Skills turn repeated knowledge work into reusable procedures, templates, and domain-specific standards.

The Future of Photo Editing? (Claude AI + Affinity First Test)

Use AI as a creative production partner, but keep human taste in the critique loop.