Anthropic engineer:
"99% of people use Claude Code like Google, and only 1% are running swarms of self-learning Claude agents
I'm running 100+ agents in a loop. I have Chief agent, PM agents - they manage the whole team"
in a 30-minute workshop, an Anthropic engineer revealed how to get max value from Claude Code at min. cost
this is worth more than another $500 vibe-coding course
Save this video for later
Anthropic hired this engineer at $250K–$750K a year because he knows how to build harnesses for multi-agent systems
In a 15-minute workshop, he shows exactly how to build one from scratch
AI → Agents → Harness → Loops → Graphs
step 1 → start with the Claude Agent SDK — the harness handles loops, context, and sandboxing
step 2 → separate the brain from the hands — reasoning in one place, tools in a sandbox, 60% faster to first token
step 3 → run it server-side and log every step — close your laptop and it keeps running, crashes resume from the log
step 4 → make failure cheap — retry dead sandboxes and replay lost context instead of starting over
step 5 → turn yesterday's logs into new memory and skills — the harness wakes up smarter
Anthropic calls this "dreaming"
Most people spend weeks building this by hand
You don't have to
Bookmark and watch it
Then read the full Opus 5.5 harness engineering guide below ↓
Andrej Karpathy spent 8 years at OpenAI and Tesla
Last week, he compressed everything he knows into one free 2-hour lecture
"Prompting has hit a ceiling
Delete the text box and build the execution graph"
Agents → Loops → Graphs → Self-Improving Systems
This is not about tweaking adjectives in a prompt window
This is about building the state machine that lets agents test their own diffs, recover from crashes, and compound across runs
People spend $15K on bootcamps that teach less than this
This single lecture beats almost every paid AI engineering course online
You probably don't have 2 hours right now
Don't let this vanish from your feed
Watch it today
Then read the step-by-step guide below on building your first agent loop ↓
Anthropic senior engineer just released a 1-hour course on building a team of agents with loops & graphs:
• 00:27 - introduction to CLAUDE.md & Plan mode
• 11:24 - building "skills" & "hooks" for Claude agents
• 37:02 - building agents & subagents with Claude
• 52:47 - self-improving loops & graphs for Claude agents
this 1-hour watch will replace a $500 agentic engineering course
watch today, then read how to build a team of self-improving agents that work together
Anthropic just dropped a free 59-minute Claude Code course
From autocomplete to real AI agents:
0% → 00:00 - move from autocomplete to agents
20% → 04:50 - understand how the agentic loop works
40% → 14:07 - use CLAUDE.md as project memory
60% → 26:53 - learn why Plan Mode comes first
80% → 33:31 - run a live task from brief to commit
100% → 54:46 - understand Skills vs CLAUDE.md
Most people still use Claude Code like a smarter autocomplete
This shows how Anthropic uses it to plan, call tools, test, and ship actual work
Worth more than 99% of paid Claude Code tutorials
Bookmark it and watch later
Creador de Claude Code:
“Fable 5 escribe el 100% de mi código y es 3× mejor que Opus.”
Boris explica en 40 minutos cómo sacarle todo el potencial.
Fable 5 + loops + workflows dinámicos + rutinas. Vale más que un curso de $500.
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
In 45 minutes she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run.
Worth more than any paid course you'll find on building agents.
Watch the session, then read the guide on building loops below.
Anthropic engineer:
"Fable 5 is already smarter than we know how to use. The bottleneck was never the AI, it's you."
In 19 minutes he shows exactly how to get everything out of Claude with no extra tools, no extra costs.
You're already paying for all of this, just not using it.
Watch the session, then read the guide below on the Claude features 99% of users never find.
🚨 Anthropic's CEO: "software engineering will be fully automated in 12 months."
two types of people right now:
type 1: opens Claude, types something, gets an answer, closes the tab. thinks they're using AI.
type 2: knows the hidden features, settings, and shortcuts. runs Claude like a power tool.
type 1 gets surprised in 12 months.
type 2 built the advantage already.
bookmark this. read it today.