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Pion by Andon Labs

Autonomous business agent in AI tools

Andon Labs' agent for running businesses with AI. People value its candid reporting on experiments, but critics find its autonomous results unproven and costly to run.

Andon Labs' agent for running businesses with AI. People value its candid reporting on experiments, but critics find its autonomous results unproven and costly to run.

42 people gave an opinion

recommend it
12
criticize it
30
approval share
29%
Each figure is one person. RecommendsCriticizes

Recommended in 4 of 13 months

  1. November 2025: not recommended
  2. December 2025: recommended
  3. January 2026: not recommended
  4. February 2026: not recommended
  5. March 2026: recommended
  6. April 2026: not recommended
  7. May 2026: recommended
  8. June 2026: not recommended
  9. July 2026: not recommended
  10. August 2026: not recommended
  11. September 2026: recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 12 people recommend itNeeds 10 or more, met.
  • 0.4 recommenders for every criticNeeds 2 to 1 or better, not met.
  • Recommended in 4 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Open reporting on experiments and capabilities

    “We're excited to run many more businesses, and through them, contribute significantly more insights on frontier model capabilities.”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “It is an important datapoint when deciding where we do/don’t want AI in society and what level of progress we find acceptable.”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “I really appreciate the transparency here”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”
  • Excellent, well-maintained WebRTC library

    “You have done such an amazing job on this, it's been such a joy watching you improve SCTP.”

    Comment from 28 Dec 2025 on Hacker News

    “WebRTC is great and so is Pion, thanks for help making and maintaining it!”

    Comment from 5 May 2026 in “How OpenAI delivers low-latency voice AI at scale”

    “pion is an excellent product today”

    Comment from 4 May 2026 in “How OpenAI delivers low-latency voice AI at scale”

What people warn about

Each mark is one comment

  • Hype and self-promotion in announcements

    “It details a bunch of failed real-world experiments and invites the reader to run their own real-world experiment with their own money?”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “the announcement post… also seems quite skeptical of the idea, and devotes a lot of text to the ridiculous things their AI’s have done.”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “this company does nothing except prompt frontier models and act as if they are discovering or inventing capabilities”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”
  • Autonomy unproven, results underwhelming

    “It won't work autonomously yet.”

    Comment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “Their chat bot can't even do any sort of real functions other than look up orders or add you to a waitlist”

    Comment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “everyone who's actually gone to one of their AI-run businesses ends up seeming really unimpressed”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”
  • Losses reported from business experiments

    “I wouldn't recommend using it to start a business that has expenses (rent+salaries) of tens of thousands per month.”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “It is pretty funny launch when your longest-term example is losing about $3 for every $1 of revenue.”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “Isn't it kind of hard to lose money running a vending machine in a good location?”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”
  • Single approver becomes a bottleneck

    “if I'm the only one who can approve or unstick one of these bots, it just keeps harassing me until it gets done”

    Comment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

    “you now have a huge single point of failure for your entire organization”

    Comment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

What people said

40 of the 45 comments that mention it, newest first. Each links to the original comment.

“you now have a huge single point of failure for your entire organization”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Incredibly expensive! They must be using frontier models to perform really dumb tasks.”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“There's just no world where this actually results in a stable, respected business.”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“It won't work autonomously yet.”

MixedComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“All of the "Real-world" demos they have are deeply unprofitable”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Unsurprising when it can't even keep track of 2 employees.”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“I’m starting to understand the torment nexus mentions…”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Your bot you call a 'manager' can't actually do anything.”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Their chat bot can't even do any sort of real functions other than look up orders or add you to a waitlist”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Just another close-source no-detail so-called agent, not impressed”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“If it worked, it would be more profitable for them to use it than to sell it.”

CriticizesComment from 15 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Today Andon is releasing Pion, an agent designed to run any company fully autonomously.”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“It can create more shit than humans could ever consume I'm sure, but then why?”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“from there it just keeps building better and better skill sets”

RecommendsComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“A competent marketer can make good use of it”

MixedComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“everyone who's actually gone to one of their AI-run businesses ends up seeming really unimpressed”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“if I'm the only one who can approve or unstick one of these bots, it just keeps harassing me until it gets done”

MixedComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“I really appreciate the transparency here”

MixedComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“I didn't see anything interesting in Pion that was public on this website”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“I wouldn't recommend using it to start a business that has expenses (rent+salaries) of tens of thousands per month.”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“I dont think this will take off. Sales will be always human to human (i think).”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“this company does nothing except prompt frontier models and act as if they are discovering or inventing capabilities”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Their demo stores are literally losing money”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“We're excited to run many more businesses, and through them, contribute significantly more insights on frontier model capabilities.”

RecommendsComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“the announcement post… also seems quite skeptical of the idea, and devotes a lot of text to the ridiculous things their AI’s have done.”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“It is pretty funny launch when your longest-term example is losing about $3 for every $1 of revenue.”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“It is an important datapoint when deciding where we do/don’t want AI in society and what level of progress we find acceptable.”

RecommendsComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Isn't it kind of hard to lose money running a vending machine in a good location?”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“They filed a false report to the FBI, pretty fair to be negative imo.”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“I don't think it can do what it claims to do.”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“it's just a bunch of the usual slop about how awesome your automated human-exploitation system is”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“It details a bunch of failed real-world experiments and invites the reader to run their own real-world experiment with their own money?”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“Why would anyone trust this with a real business?”

CriticizesComment from 14 Sep 2026 in “Pion, an agent designed to run any company autonomously”

“forked after benchmarking revealed that it was too slow”

CriticizesComment from 9 May 2026 in “OpenAI's WebRTC Problem”

“WebRTC is great and so is Pion, thanks for help making and maintaining it!”

RecommendsComment from 5 May 2026 in “How OpenAI delivers low-latency voice AI at scale”

“pion is an excellent product today”

RecommendsComment from 4 May 2026 in “How OpenAI delivers low-latency voice AI at scale”

“everything else open source in the ecosystem, like pion, coturn, stunner, are too immature.”

CriticizesComment from 4 May 2026 in “How OpenAI delivers low-latency voice AI at scale”

“WebRTC voice and data over LiveKit or Pion to have conversations.”

MixedComment from 5 Mar 2026 in “Nvidia PersonaPlex 7B on Apple Silicon: Full-Duplex Speech-to-Speech in Swift”

“You have done such an amazing job on this, it's been such a joy watching you improve SCTP.”

RecommendsComment from 28 Dec 2025 on Hacker News

“Pion ended up being a place where I found something to do and was given the time and tools to make something cool”

RecommendsComment from 28 Dec 2025 on Hacker News

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.