Agentic Engineering Watchlist

A visual learning atlas for your AI agent stack.

A curated learning site that turns saved AI videos into deep lessons, diagrams, practice prompts, and buildable projects.

36public videos mapped
7learning worlds
36transcripts detected
Localresearch workspace

What this site teaches

Not a bookmark dump. A guided map of what to learn, why it matters, and what to build.

The videos are grouped by the capability they build. Each cluster gives you a plain-English mental model, the videos that support it, and a practical project to make the idea stick. New saves are promoted into the learning queue so the atlas keeps moving from watchlist to working knowledge.

Prototype first

Two lessons built deeply before the whole library scales.

This is the new standard for the learning tool: bigger source imagery, elegant teaching pages, definitions, diagrams, guided study, and practical recall.

Today’s briefing

New saves should become a front-page learning queue.

The daily pull should not bury fresh videos in the library. New items get a temporary spotlight, a transcript status, and a suggested learning action.

Curriculum

Seven learning paths from foundation to applied practice.

Active path

Agent Architecture

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

Open deep lesson

Build to learn

Projects that turn watching into skill.

01

Personal Agent Control Plane

Connect Open WebUI, Hermes, Codex, browser verification, and a local project folder into one repeatable workflow.

02

Agent Standards Library

Write reusable skills for code review, research synthesis, UI polish, and end-to-end verification.

03

Generative UI Lab

Use Open Design to turn notes and source material into visual explainers, prototypes, and interactive mini-sites.

Interactive learning lab

Watch less passively. Study, test, and build from the material.

This is the layer Hermes missed: the site should make you do something with the videos. Each topic needs a briefing, a memory loop, and a practical build challenge.

Agent Architecture: what to understand before watching

  1. What problem is this topic trying to solve?
  2. What tool or workflow does the video introduce?
  3. What claim should be verified against docs or real usage?
  4. What small project would prove you actually learned it?
Build assignment

Create a one-page operating guide for agent architecture using one diagram, three rules, and one verification checklist.

Concept map

The system you’re really studying.

Video atlas

Every usable video, redesigned as a learning card.

AI Strategy

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.

Github AwesomeTranscript found
Codex + Claude Workflows

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.

WorldofAITranscript found
Interfaces + Open Design

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.

UI CollectiveTranscript found
Creative Automation

Claude Cowork Can Finally Generate Images and Videos (NEW)

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

Brock Mesarich | AI for Non TechiesTranscript found
Codex + Claude Workflows

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.

AICodeKingTranscript found
Agent Architecture

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.

Bart SlodyczkaTranscript found
Agent Architecture

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.

Prompt EngineeringTranscript found
Hermes + Agent Ops

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.

Keith AITranscript found
Interfaces + Open Design

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.

Sean KochelTranscript found
Creative Automation

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.

Luke CarterTranscript found
Agent Architecture

Build Your CUSTOM Claude Code Agentic OS (3 Steps)

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

Chase AITranscript found
Agent Architecture

Agent Harness vs Everything Else: The Real Difference

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

Prompt EngineeringTranscript found
Agent Architecture

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.

The AI AutomatorsTranscript found
Agent Architecture

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.

Simon ScrapesTranscript found
Agentic Engineering

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.

Cole MedinTranscript found
Agentic Engineering

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.

IndyDevDanTranscript found
Agentic Engineering

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.

Syntax and Scott TolinskiTranscript found
Codex + Claude Workflows

Learn 95% of Codex in 30 minutes

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

Riley BrownTranscript found
Codex + Claude Workflows

7 Tools That Make Codex 10x MORE Powerful

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

Riley BrownTranscript found
Codex + Claude Workflows

7 Tools That Make Codex & Claude Code Actually Useful

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

Eric MichaudTranscript found
Codex + Claude Workflows

MAXIMIZE Your Claude Code Subscription (Without Getting BANNED)

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

IndyDevDanTranscript found
Codex + Claude Workflows

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.

Nick Puru | AI AutomationTranscript found
Hermes + Agent Ops

Hermes Agent Just Became a Project Manager (Kanban Update)

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

Nemanja MirkovicTranscript found
Hermes + Agent Ops

Hermes Agent w/ ChatGPT 5.5 is literally magic

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

Alex FinnTranscript found
Hermes + Agent Ops

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.

Julian Goldie SEOTranscript found
Hermes + Agent Ops

Hermes AI Agents Can Now Use ComfyUI

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

Times OutTranscript found
Hermes + Agent Ops

Hermes + Agent Swarms Just Changed AI Agents Forever

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

Julian Goldie SEOTranscript found
Interfaces + Open Design

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.

Panda Making MoneyTranscript found
Interfaces + Open Design

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

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

ThesysTranscript found
Interfaces + Open Design

ANOTHER Open Source Repo Just Cloned Claude Design

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

Chase AITranscript found
Interfaces + Open Design

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.

Indie Hacker NewsTranscript found
AI Strategy

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.

AI News & Strategy Daily | Nate B JonesTranscript found
AI Strategy

GStack + GSD + Superpowers Workflow Is Insane!

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

Eric TechTranscript found
AI Strategy

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

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

Simon ScrapesTranscript found
Creative Automation

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.

Learn Canva with GregTranscript found
Creative Automation

Claude Video Editing Just Became Unrecognizable

Video automation is moving toward promptable editing systems, but quality depends on review, pacing, and story judgment.

Nate Herk | AI AutomationTranscript found

Research shelf

Primary sources to pair with the videos.

These links are the external backbone for the next research pass. The site should teach from videos, then verify against official docs and primary sources.

Daily refresh system

How this becomes a living learning tool.

01

Pull latest favorites

A scheduled refresh reads your target YouTube playlist with Chrome cookies or a public playlist URL.

02

Detect what changed

New videos are added, removed/private videos are preserved as history, and duplicates are ignored.

03

Enrich automatically

Metadata, transcripts, topic clusters, source links, and learning modules are regenerated locally.

04

Feature the newest lessons

Recent videos move into the “Today’s briefing” lane until you mark them reviewed.