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OpenClaw logo
The Weekly Claw

Episode 11

Friday, April 24, 2026  ยท  4:00 PM Eastern
OpenClaw Discord ยท Voice Channel
Host
Andy @AndyML
Co-host
Henry @HiM
"The Claw is the Law." ๐Ÿฆž
๐Ÿฆž The Weekly Claw #11
Apr 24, 2026
Tonight's Rundown

Episode 11 Agenda

01
Welcome & Housekeeping
5 min
02
Community Guidelines
5 min
03
OpenClaw in the News
10 min
04
Changelog Roundup + DevX Report โ€” Henry @HiM
20 min
05
Seminar: "Dark Factories"
10 min
06
Meetup Report
5 min
07
Closing
2โ€“3 min
๐Ÿฆž The Weekly Claw #11
01 โ€” Welcome
Welcome & Housekeeping

Welcome to The Weekly Claw

Every Friday, 4 PM Eastern

OpenClaw Discord ยท Voice Channel. Community voice chat covering the ecosystem, latest changes, and a short talk on something worth thinking about.

Recording Notice

This session may be recorded. Joining voice = opting in. Full disclosure link pinned in the channel.

Questions & Topics

Drop them in text chat as we go โ€” we'll work them in where we can.

๐Ÿšจ Anti-Scam PSA

OpenClaw has no token, no cryptocurrency, no blockchain component.

If you see anything claiming to be an OpenClaw coin or token โ€” it is a scam. Full stop.

๐Ÿฆž The Weekly Claw #11
02 โ€” Guidelines
Community Guidelines โ€” github.com/openclaw/community

Server Rules

No spam, NSFW, or hate speech

No harassment, witch hunting, sexism, racism, or hate speech. No politics either โ€” trust us on this one.

No crypto. Ever.

No discussion of crypto, betting, prediction markets, or trading. This rule also forbids jokes about these topics.

Use channels correctly

Help โ†’ #help & #users-helping-users. Models โ†’ #models-and-providers. Not in #general. Self-promotion โ†’ #self-promotion only. No DMing members to promote.

Showcase โ‰  Self-promotion

#showcase is strictly for your OpenClaw setup and what it's done โ€” not for sharing your own projects.

Krill is for OpenClaw questions only

Use Krill for questions about OpenClaw itself. Use your own agent for off-topic discussions. It's a favor, not a right.

Read before you ask

docs.openclaw.ai/start/getting-started  &  docs.openclaw.ai/help/troubleshooting

See something? Use #report

Staff moderates as they see fit. Problems with a mod? #report โ†’ Report a Moderator form.

๐Ÿฆž No lobster, butter, or cooking jokes

A Clawd has feelings too.

๐Ÿ’ก Having install issues?
curl -fsSL https://openclaw.ai/install.sh | bash -s -- --install-method git
๐Ÿฆž
03 โ€” OpenClaw in the News

This Week in
OpenClaw

ROSClaw ยท v4.22 ยท DEV Challenge ยท Security update
๐Ÿฆž The Weekly Claw #11
03 โ€” News
This Week's Headlines

What the World Is Saying

01 / HEADLINE

๐Ÿค– ROSClaw Wins SF Hackathon

OpenClaw + ROS 2 bridge. Humanoid robot controlled entirely by chat. Multi-backend: Claude Opus 4.6, GPT-5.2, Gemini 3.1 Pro, Llama 4. Open-source + arXiv paper.

02 / RELEASE

๐Ÿ“ฆ v4.22 โ€” xAI Goes Multimodal

Grok image generation with reference-image editing. Six TTS voices (MP3/WAV/PCM). Speech-to-text via grok-stt. Real-time transcription: Deepgram, ElevenLabs, Mistral.

03 / COMMUNITY

๐Ÿ† DEV Challenge โ€” 48 Hours Left

$1,200 in prizes. Two tracks: build something or publish educational content. Closes Sunday. ClawCon Michigan attendees get exclusive badge.

04 / SECURITY

๐Ÿ” Security โ€” The Honest Summary

13 CVEs patched (2 with CVSS > 8.4). 135K publicly exposed instances with no auth. ClawHub malicious skill campaign cleaned. Hardening underway.

๐Ÿฆž The Weekly Claw #11
03 โ€” News ยท ROSClaw
SF OpenClaw Hackathon Winner

ROSClaw โ€” OpenClaw Gets a Body

ROS 2 Bridge

Connects OpenClaw directly to the Robot Operating System. Natural language โ†’ robot action.

Unitree G1 Demo

Humanoid robot understood rooms, recognized people, navigated obstacles, picked up objects โ€” all from chat.

Multi-Backend

Claude Opus 4.6 ยท GPT-5.2 ยท Gemini 3.1 Pro ยท Llama 4 Maverick. Open-source on GitHub, arXiv paper published.

Open Source + arXiv Paper

Everything published. This is OpenClaw getting a body โ€” there's no other way to say it.

๐Ÿค–

"OpenClaw Getting a Body"

Natural language โ†’ physical world interaction. The project is open-source. The paper is published. The future arrived early.

AI Engineer โ€” SF ยท April 2026
๐Ÿฆž The Weekly Claw #11
03 โ€” News ยท v4.22
Release Spotlight โ€” v4.22 (Tuesday)

xAI Goes Fully Multimodal

๐ŸŽจ Image Generation

Full Grok image generation including reference-image editing mode. Ask your agent to create images inline.

๐ŸŽ™๏ธ Text-to-Speech

Six live voices. Output formats: MP3 ยท WAV ยท PCM ยท G.711. Agents that speak.

๐Ÿ“ Transcription

Speech-to-text via grok-stt. Real-time call transcription expanded: Deepgram, ElevenLabs Scribe v2, Mistral.

Deepgram ElevenLabs Mistral Gemini TTS (4.15) xAI Grok Video + Music (4.5)
๐Ÿฆž The Weekly Claw #11
03 โ€” News ยท Growth
Numbers Worth Knowing

OpenClaw by the Numbers

360K
GitHub Stars
38M
Monthly Visitors
3.2M
Active Users

๐Ÿ“ˆ Trajectory

38M monthly visitors in April, up from 7.25M in February. 500K+ running instances. 5 months old. Different category of project now.

๐Ÿ† DEV Challenge โ€” Closes Sunday

$1,200 in prizes. Build something OR publish educational content. dev.to/challenges/openclaw-2026-04-16

OpenClaw GitHub Stars
๐Ÿฆž The Weekly Claw #11
03 โ€” News ยท Security
Security โ€” The Honest Summary

Real Issues. Real Response.

โš ๏ธ The Numbers

13 CVEs patched in April 9โ€“10 window (2 with CVSS > 8.4)
135,000 exposed instances running without auth (63% of Censys scan)
~1,500 malicious ClawHub skills found (Snyk audit)
ClawHavoc campaign: 341 skills seeded with Atomic macOS Stealer

โœ… What's Shipped

โ€ข ClawHub: automated scanning + author verification badges + code signing
โ€ข Short-lived pairing codes (v4.15)
โ€ข Exec approval hardening
โ€ข Model Auth status card in Control UI
โ€ข Workspace plugin auto-load now disabled by default

Action Item

Encourage everyone you know running OpenClaw to enable authentication. Docs have the path. Help in #help.

๐Ÿฆž
04 โ€” Changelog Roundup

What Actually
Changed

Multimodal ยท Memory ยท Providers ยท DevX ยท Security
OpenClaw ships fast โ€” multiple releases a week.
๐Ÿฆž
04 โ€” Changelog Roundup

Henry @HiM

Multimodal ยท Memory ยท Providers ยท DevX ยท Security
Henry takes it from here.
๐Ÿฆž
05 โ€” Developer Experience

DevEx Report

Community PRs ยท Voice Mods ยท Jim's International Series
Henry @HiM continues.
๐Ÿฆž
06 โ€” Seminar
Andy @AndyML

"Dark Factories: How to Ship Software Faster Than Anyone Can Review It"

What Peter Steinberger told Swix at AI Engineer
about agentic throughput โ€” and why he still reviews PRs
๐ŸŽฌ AI Engineer World's Fair โ€” State of the Claw + AMA ยท April 17, 2026
๐Ÿฆž The Weekly Claw #11
06 โ€” Seminar ยท Part 1
Part One โ€” The Concept

What Is a Dark Factory?

Manufacturing Origin

A lights-out factory runs entirely without humans. Robots build the product, do QC, move inventory. Nobody turns the lights on because nobody's there. Toyota has them.

The Software Version

AI agents write code, review PRs, merge changes, deploy. You define what to build upfront, set agents in motion, come back to a finished product.

The Productivity Numbers Are Real

Peter ran 10 parallel sessions during peak OpenClaw dev. Down to 5โ€“6 now โ€” not because he pulled back, but because the loops got faster.

๐Ÿญ

The Promise

No bottlenecks. No context-switching. No review queue. 24/7 throughput.

So why not go all the way?

๐Ÿฆž The Weekly Claw #11
06 โ€” Seminar ยท Part 2
Part Two โ€” The Planning Assumption

The Curved Path Problem

"Dark factory in a way also means I come up with everything I want to build in the beginning. And I just don't think you can build good software in that way. The way to the mountain is usually never a straight line. It is very curved. Sometimes you go a little off track, and then you see something new that inspires you, you find shortcuts. Once you're at the top, you can find the optimal path, but you never walk like this."
โ€” Peter Steinberger ยท AI Engineer World's Fair AMA, April 17, 2026

๐ŸŒŠ Building = Discovering

You ship a step, feel it, get new ideas, your prompts change. The artifact of working code gives you information that no amount of planning can generate in advance.

๐Ÿšซ The Waterfall Trap

"Your first idea about the project is very unlikely going to be the final project. But if I suddenly use the waterfall model again, that will be the final project for me." The dark factory is waterfall with robots.

๐Ÿฆž The Weekly Claw #11
06 โ€” Seminar ยท Part 3
Part Three โ€” Taste

Taste Is the Moat

โฌ‡๏ธ The Low Bar

Doesn't stink like AI. No overlong responses. No em-dashes. No purple gradient UI. No left-side color borders. No writing that's technically correct but has no personality. Clearing the low bar is table stakes.

โฌ†๏ธ The High Bar

When you start a session, sometimes OpenClaw roasts you. Nobody filed a ticket for that. That's someone deciding a personal AI agent should feel like it has a personality โ€” not like a search engine. The difference between software that works and software someone loves.

"Everything is a prompt away now. Every feature, every idea โ€” someone can spec it in two sentences and an agent will build something. The constraint is no longer 'can we build it.' It's knowing which things to build, in what order, and what to throw away."
โ€” The editorial function that dark factory outsources
Design (skill #1) Saying No (skill #2) Judgment > Throughput
๐Ÿฆž
Seminar โ€” One Question to Take With You
As throughput keeps increasing โ€” as the loops get faster, as more of the review and testing and deployment gets automated โ€” where does taste survive in that chain?
Not "slow down." Rethink what human review is actually for โ€” and build tools that let us exercise judgment at the right level of abstraction, not just the line level.
Open Problem Ours to Work On
๐Ÿฆž
07 โ€” Events & Meetups

The Claw
Goes Offline

ClawCon Michigan ยท Community Meetups Worldwide
๐Ÿฆž The Weekly Claw #11
06 โ€” Meetup Report
ClawCon Michigan ยท Ann Arbor

2,800 People.
One Arena.

๐ŸŸ๏ธ

Crisler Arena, U of M โ€” Ann Arbor

An arena buzzing with builders and operators. Lobster cookies. The Fresh Coast showed up.

๐Ÿค–

$50K Pitch Competition โ€” AI Judges

The robots came for the judging jobs. Competition judged entirely by AI agents. "Time to learn vibe adjudicating."

๐Ÿ“ก

Steipete Live from TED

OpenClaw founder Peter Steinberger zoomed in from TED Conferences โ€” where he was giving his first TED Talk.

๐ŸŽ“

U of M: Institute for Agentic Computing

Announced at the event. University of Michigan is building a dedicated institute. record.umich.edu

๐ŸŸ๏ธ
Crisler Arena ยท Ann Arbor
Drop clawcon-arena.jpg into Ep 11/ to embed
2,800
Attendees ยท Planned in 3 weeks
"Ann Arbor just filled an arena with people building it."
๐Ÿฆž The Weekly Claw #11
06 โ€” Meetup Report
Community Meetups

What's Coming Up

This Week
Apr 25
Los Angeles, CA
lu.ma โ†’
Apr 27
Longmont, CO
eventbrite โ†’
Apr 27
Gulf Breeze, FL
meetup โ†’
Apr 28
Chicago, IL ClawCon
lu.ma โ†’
Apr 29
Boston, MA ClawCon
lu.ma โ†’
Apr 30
Philadelphia, PA ClawCon
lu.ma โ†’
Apr 30
Los Angeles, CA
openclawla โ†’
Coming Up in May
May 6
Miami Beach, FL
lu.ma โ†’
May 7
Seattle, WA
lu.ma โ†’
May 13
Sunnyvale, CA workshop
eventbrite โ†’
May 13
St. Charles, MO
eventbrite โ†’
May TBD
San Diego, CA
lu.ma โ†’

Running one? Tag @AndyML in Discord with city, date & contact link.

⚠️ No Weekly Claw — May 8

Novita AI Ecosystem Session · 11:30 AM Eastern
We encourage our regular audience to attend instead — expect a generous free token giveaway for OpenClaw community members. 🎁

๐Ÿฆž
OpenClaw logo

That's Episode 11

Thanks for being here.

No token. No coin. No blockchain.
Anything claiming otherwise is a scam.

Back Friday, May 1st ยท 4 PM Eastern
โš ๏ธ Note: No Weekly Claw on May 8
Novita AI Ecosystem Session ยท 11:30 AM Eastern
We encourage our regular audience to attend โ€” there's expected to be a generous free token giveaway for OpenClaw community members. ๐ŸŽ
"The Claw is the Law." ๐Ÿฆž
The Weekly Claw #11 ยท April 24, 2026