Hacker ApprovedDepartments

Spine Swarm

Agent workspace in AI tools

Recommended as a visual canvas for organizing AI agents, with each block keeping its own context; the most common caveat is a landing page that doesn't show how it works.

Recommended as a visual canvas for organizing AI agents, with each block keeping its own context; the most common caveat is a landing page that doesn't show how it works.

27 people gave an opinion

recommend it
14
criticize it
13
approval share
52%
Each figure is one person. RecommendsCriticizes

Recommended in 1 of 13 months

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

Why it doesn’t carry the badge

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

  • Praised as useful and well executed

    “The tool is really cool, I do think it's super useful.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “love the concept and great execution”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “I think this is really neat.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”
  • Canvas makes agent work visible

    “Maybe it was the feeling that I could see what was going on because I would be on a canvas.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “it seems more like an environment for visually organizing and managing agentic work”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “I'm completely sold on the canvas layer.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”
  • Outperforms others on hard tasks

    “this architecture significantly outperforms both single and multi-agent systems on hard tasks”

    Comment from 9 Mar 2026 in “Why file systems are the wrong workspace for AI agents”

    “we ran Spine Swarm against GAIA Level 3 and Google DeepMind's DeepSearchQA and hit #1 on both”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”
  • Each block keeps its own context

    “The canvas helps because each block maintains its own context explicitly”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “The persistence layer is a huge part of what makes the canvas work.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

What people warn about

Each mark is one comment

  • Landing page doesn't show how it works

    “I wanted to see an example of the agents working on a canvas when I opened your page. I saw nothing of the sort.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “the main marketing website is very hard to understand or grok without a demo of how the tool works”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “Not in a YouTube video but actual screenshots, short cut 10 sec video/gif”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”
  • No trial or sign-up before paying

    “it was definitely a bummer that I couldn't even see one initial run's output to decide if I wanted to pay”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “pretends that it is immediately usable only to redirect for sign-up”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”
  • Unclear why canvas is needed

    “Why do I need a canvas to visualize the work that the agents are doing?”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

    “This is not manageable for a human to follow in real time.”

    Comment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

What people recommend instead

The same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Spine Swarm compared with 1 alternative
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Spine SwarmThis page141352%1——
Nimbalyst7188%9——

What people said

All 31 comments that mention it, newest first. Each links to the original comment.

“It is indeed better than a window manager.”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“Let's be real: the chat interface is not the a-ha moment.”

MixedComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“it really helped me understand Swarm”

MixedComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“love the concept and great execution”

MixedComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“Maybe it was the feeling that I could see what was going on because I would be on a canvas.”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“This is awesome. Good job.”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“Some titles are cut off because of it.”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“I got dizzy from the star effect when scrolling the website.”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“it was definitely a bummer that I couldn't even see one initial run's output to decide if I wanted to pay”

MixedComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“your landing page was so bad”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“The persistence layer is a huge part of what makes the canvas work.”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“we ran Spine Swarm against GAIA Level 3 and Google DeepMind's DeepSearchQA and hit #1 on both”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“"I make AI output lots of stuff" is not an intrinsically valuable thing.”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“The canvas helps because each block maintains its own context explicitly”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“I like the way your app was able to burrow down to pain points I have experienced”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“it seems more like an environment for visually organizing and managing agentic work”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“very cool to see your take on it”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“I think this is really neat.”

MixedComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“I wanted to see an example of the agents working on a canvas when I opened your page. I saw nothing of the sort.”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“I'm completely sold on the canvas layer.”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“If this is the case, what am abysmal pricing model!”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“The tool is really cool, I do think it's super useful.”

MixedComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“I could not know from the website (without watching a video)”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“Not in a YouTube video but actual screenshots, short cut 10 sec video/gif”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“unintuitively, scroll down to watch a YouTube video”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“This is not manageable for a human to follow in real time.”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“pretends that it is immediately usable only to redirect for sign-up”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“they can generate in parallel, explore branches, and pass context to each other in a structured way”

RecommendsComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“Why do I need a canvas to visualize the work that the agents are doing?”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“the main marketing website is very hard to understand or grok without a demo of how the tool works”

CriticizesComment from 13 Mar 2026 in “Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas”

“this architecture significantly outperforms both single and multi-agent systems on hard tasks”

RecommendsComment from 9 Mar 2026 in “Why file systems are the wrong workspace for AI agents”

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