Skip to content

Person

Peter Steinberger

Austrian software developer, founder of PSPDFKit, who created the open-source AI agent OpenClaw (first called Clawdbot) and joined OpenAI in February 2026.

Known aliases

  • Peter
  • Steinberger
  • steipete
  • @steipete

Current stories

investOne report1 publisher

Repeat buyers push AI-to-AI startup acquisitions 14% past last year's total

Venture-backed AI companies bought 195 AI startups through Sept. 29, Crunchbase data shows, 14% more than all of 2025, while buyers rose just 2%. The same companies are buying more often, so sellers face a pool of acquirers that has barely grown.

Reality

Evidence55
Adoption
Not scored
Hype gap+10
Incentives40
Confidence60
buildOne report1 publisher

Anthropic's Cowork merge puts a scheduled background agent inside the main Claude app

Anthropic has merged Cowork, which has run scheduled jobs after the user closes the laptop since July, into the main Claude app. Against OpenAI's new Dots, a team's choice comes down to what starts each agent and which apps it can reach.

Publishers:thenewstack.io

Reality

Evidence45
Adoption30
Hype gap+10
Incentives35
Confidence40
buildConfirmed4 publishers

OpenClaw 2.0 puts a whole team inside one Gateway's trust boundary

OpenClaw's shared sessions let a colleague take over an agent's work with its context intact while model credentials stay on the Gateway host, which is the same design that gives each install exactly one trust boundary.

Perspective Coverage

4 publishers
Builder
Builder 45%
Operator
Operator 45%
Investor
Investor 10%

Reality

Evidence60
Adoption45
Hype gap+20
Incentives40
Confidence62
productOne report1 publisher

Meta says it built Muse from scratch while keeping OpenClaw's file names and personality lines

Meta's Muse, with an estimated 600,000 US daily users, reuses the core file names and personality lines of open-source agent OpenClaw. Meta says the code is its own, so the case for Muse depends on how it guards the logins its agent uses.

Publishers:theverge.com

Reality

Evidence45
Adoption40
Hype gap+35
Incentives70
Confidence45
productOne report1 publisher

Meta's product chief credits OpenClaw after users diffed Muse's SOUL.md

The copyable layer of a consumer agent turns out to be its scaffolding. Meta's head of product said as much in public after users compared Muse's config files with OpenClaw's. The open source licence makes that a product argument.

Publishers:thenextweb.com

Reality

Evidence74
Adoption70
Hype gap+12
Incentives66
Confidence68
buildOne report1 publisher

OpenClaw audit finds 23 confirmed vulnerabilities across several permission-handling patterns

Trail of Bits filed 27 private advisories against the local-first agent runtime, and OpenClaw rated 24 of them with no Critical findings. The count, not the worst entry, is what transfers to anyone whose agent branches work.

Publishers:runtimewire.com

Reality

Evidence55
Adoption30
Hype gap+10
Incentives65
Confidence55
investOne report1 publisher

Beijing drafts permission rules for the agent 23,000 users already left exposed

Mainland usage of OpenClaw runs at nearly twice America's, on SecurityScorecard's count. The state has tallied almost 23,000 exposed installs without publishing the base that would make that a rate.

Publishers:nbcnews.com

Reality

Evidence54
Adoption74
Hype gap+22
Incentives72
Confidence56
buildOne report1 publisher

Omarchy Itemises $12.6M in Patron Money as Omacom Foundation's Legal Registration Remains Unspecified

Omarchy's patron ledger names twelve individuals and two companies and adds up to the dollar. The nonprofit meant to hold the trademarks has no jurisdiction, entity or headquarters on the record, and that is the part a fleet owner should be pricing.

Publishers:runtimewire.com

Reality

Evidence42
Adoption47
Hype gap+24
Incentives74
Confidence55
leadershipOne report1 publisher

Agent loops move the engineering problem to writing the stop condition

A testing-tools CEO writing for Forbes Tech Council argues that the check on an autonomous coding loop matters more than the model inside it, which puts the definition of done back where a manager has to write it.

Publishers:forbes.com

Reality

Evidence20
Adoption
Not scored
Hype gap+45
Incentives80
Confidence68
buildOne report1 publisher

OpenClaw's review bar moved from the diff to the agent transcript behind it

Nine months in, the repository carries 388,000 stars and more than 80,000 commits, and some contributors filed hundreds of pull requests each. Review capacity never scaled with that, so the maintainers changed what counts as evidence.

Publishers:github.blog

Reality

Evidence52
Adoption63
Hype gap+18
Incentives72
Confidence46
productOne report1 publisher

Meta wants up to $199.99 a month for an agent, and it is selling a meter

The Hatch tier buys capacity, not intelligence, and the alternative it answers runs free on a user's own machine. Whatever Meta finally charges becomes the ceiling everyone else gets priced against.

Publishers:thenextweb.com

Reality

Evidence33
Adoption18
Hype gap+41
Incentives62
Confidence38
buildOne report1 publisher

Every MCP server you add costs about 11,000 tokens before anyone types a word

A developer measured 111,713 tokens of JSON schema from 10 MCP servers, injected before the first message, and priced the year at $1,764 per seat. The per-server number is the useful one.

Publishers:dev.to

Reality

Evidence26
Adoption29
Hype gap+58
Incentives88
Confidence47
buildOne report1 publisher

A twelve-word joke became a discipline, and one seven-step chain had no loop to remove

Graph engineering acquired guides and comparison tables within weeks of a tweet that was mocking the field's renaming habit. The tweet's author later called the hype silly.

Publishers:dev.to

Reality

Evidence34
Adoption28
Hype gap+66
Incentives62
Confidence41
buildOne report1 publisher

Two rejected papers: the shadow evaluation that undercuts autonomous AI research claims

Princeton and the UK AI Security Institute gave a frontier agent six days and $3,000 to answer real unpublished research questions. The original authors reviewed the output and rejected both papers.

Publishers:the-decoder.com

Reality

Evidence55
Adoption15
Hype gap+15
Incentives60
Confidence45