kichiro

know ai better than others

[kichiro @0xkichiro]

Anthropic engineer:

"90% of our engineers were already using self-improving loops

Now everyone is moving toward agentic graphs"

"Prompting is basically over"

In just 10 minutes, she builds her full Claude Code system live from a completely empty terminal

Agents → Loops → Graphs → Self-Improving Systems

Prompting was the old workflow

Graph engineering is the next one

This 10-minute breakdown is worth more than most $1,000 agent engineering courses

Watch it today

Then save the full guide below before everyone starts catching on ↓

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X

[kichiro @0xkichiro]

Anthropic hired this engineer at $250K-$750K/year because he knows how to build knowledge graphs for multi-agent systems

In this 15-minute workshop, he shows exactly how to build one with loops from scratch

step 1 → start with the Claude Agent SDK - loop, context, and sandbox are already handled

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 from scratch

step 5 → turn yesterday's logs into new memory and skills - it wakes up smarter

Anthropic calls this "dreaming"

Most people spend weeks building this by hand

You don't have to

Watch it, bookmark it, then read the full graph guide below ↓

[kichiro @0xkichiro]

Anthropic hired this engineer at $250K-$750K/year because he knows how to build knowledge graphs for multi-agent systems

In this 15-minute workshop, he shows exactly how to build one with loops from scratch

step 1 → start with the Claude Agent SDK - loop, context, and sandbox are already handled

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 from scratch

step 5 → turn yesterday's logs into new memory and skills - it wakes up smarter

Anthropic calls this "dreaming"

Most people spend weeks building this by hand

You don't have to

Watch it, bookmark it, then read the full graph guide below ↓

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X

[kichiro @0xkichiro]

SpaceXAI engineer Lauren Tan:

"99% of people are using GrokBot with less than 1% of its real power

They run a single agent without loops or graphs"

"I'm running a fully autonomous team of 20+ GrokBot agents

One Chief of Staff, one PM, and 20+ workers

That's the new engineering stack"

GrokBot → Chief of Staff → PM → Workers → Autonomous Fleet

In this 1-hour session, a SpaceXAI engineer shows how to build a complete AI agent team from scratch

This workshop is worth more than most $1,000 agent engineering courses

Bookmark it and watch today

Then read the full article below

[Mori @0xjmori]

Grok Bot + Opus 5.5 could turn a single chatbot into a 24/7 AI engineering team.

It can coordinate agents, fix GitHub issues, verify code and prepare pull requests while you sleep.

In this article, I show you how. https://t.co/ALFxW5XlrU

[kichiro @0xkichiro]

My friend makes around $1.1 million a year as an Anthropic engineer

I asked him how he got so good at prompting

He sent me a video that was never meant to be released

The exact prompting playbook their core team actually uses

You probably won't find a better resource on prompting than this video

I watched it last night

Halfway through, I realized I'd been using Claude wrong for the past 18 months

Watch it and save it

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X

[kichiro @0xkichiro]

OpenAI CEO Sam Altman:

"You don't need to write prompts yourself anymore"

In under 35 minutes, he explains how to use ChatGPT better than almost anyone

He originally gave this lecture to Stanford students

A friend sent me the recording

I watched it last night and realized I was probably using less than 15% of what ChatGPT can actually do

Most people are still using it like a chatbot

Watch it, then read the guide below and build a system that prompts itself

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X

[kichiro @0xkichiro]

Google CEO Sundar Pichai:

"If you don't learn to build a harness that orchestrates agents now

You'll spend 2027 catching up with the people who started today"

Researcher → Writer → Tester → Reviewer → Fixer

In this 30-minute interview, Sundar explains why top engineers are moving from writing every line themselves to running agent harnesses

The harness coordinates the whole team

The human becomes the operator, not the bottleneck

Agents → Harness → Feedback → Verification → Autonomous Systems

This 30-minute interview is worth more than most $1,500 agent engineering courses

Bookmark it and watch today

Then read the full harness engineering guide below ↓

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X

[kichiro @0xkichiro]

Anthropic engineer:

"At Anthropic, we don't write prompts anymore

We build loops"

In just 42 minutes, she shows how the Claude team builds loops that can prompt themselves

If this were a $400 course, people would probably call it one of the best agent courses of the year

It's completely free

Watch it, then use the step-by-step guide below to build your first loop

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X