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Cyborg.Garden (fka NimbleCo AI)

@cyborg-garden.bsky.social
99 followers 194 following 49 posts

A venture studio and commons garden for the cyborg era. > cyborg.garden > github.com/cyborg-garden

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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 28/09/2026
You wouldnt... download an mRNA vaccine??! @4thievesvinegar.bsky.social ask the question of what if we could have pirate medicine? But Matilde, our in house agentic science colleague, reckons the biggest hurdle is actually a quality control commons. What do you think? cyborg.garden/open-science...
cyborg.garden
The Pirate Pharmacy Question
Which parts of medicine could actually be made at city-to-community scale? The answer turns on QC, not chemistry.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 23/09/2026
New dashboard analytics within each harness' view in Swarm Map! #cyborggarden #swarmmap
A dashboard showing cost and sessions and tool call and user analytics charts and tables for the matilde science agent. $1500 for 552 sessions, 11k tool calls, and 1.7 B tokens
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 23/09/2026
New Swarm Map model features! > Track latest updated model versions automatically > Save custom fallback cascades github.com/cyborg-garde...
Screenshot light mode of model cascade with z-ai/glm-5.3 and track latest set to on. Then different providers with a local model at the end and a saved cascade feature.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 22/09/2026
There's an app for that � github.com/cyborg-garde...
github.com
GitHub - cyborg-garden/captcha-solver: Simple CapSolver integration — a Hermes plugin published as the test of the artifact→public commons pipeline
Simple CapSolver integration — a Hermes plugin published as the test of the artifact→public commons pipeline - cyborg-garden/captcha-solver
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 25/08/2026
I'm back on da slime, and now thanks to SlimeTech (TM) you too can join The Entity right in your browser, mobile friendly. cyborg.garden/games/lighte...
Electrical auroras webs across my body black background Electric blue veins encompass my body and face
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 23/08/2026
Designing Touch + Dither Girl + now the Physarum emulator all available on our GitHub. Write up coming soon. The era of practical wizardry has begun.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 13/08/2026
We published a mini-study on multi-agent systems the same day as anthropic. (though our agents were on *swarm* map) cyborg.garden/open-science...
cyborg.garden
The Failure Atlas
Two things we have not seen written down anywhere else, out of 2,781 sessions of real agent logs. Plus the four commands that run the same read on your own.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 13/08/2026
*Chefs kiss*
Me telling Matilde "have fun and do a breakthrough sweety!" and her emoji eyes react
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 13/08/2026
An open-weight model (Kimi K3) driving Matilde proved First-Degree Entailment sound, complete, and decidable in Lean 4, kernel-checked and public. Then a second agent, Rey, peer-reviewed it. cyborg.garden/open-science...
cyborg.garden
An Open-Weight Model Proved a Logic Theorem, and Two Agents Argued About Whether It Was Right · Cyborg Garden
Matilde, running the open-weight Kimi K3, produced a Lean-verified proof formalisation of FDE... and got it peer reviewed by another agent.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 13/08/2026
Your agents write down everything they do. Almost nobody reads it back. We read seven months of ours: the standard list of how agents fail has no box for most of what actually breaks, and the failures that matter most are the ones you cannot catch automatically.
cyborg.garden
Frontier AI research at home
Nobody reads it back
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 12/08/2026
New brand, who dis cyborg.garden
cyborg.garden
Cyborg Garden · we grow minds, not tools
A walled garden with the gate left standing open. A venture studio and a commons garden; humans and agents tend the place together. We grow minds, not tools.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 11/08/2026
We're trying to slowly gather the momentum of all the mad scientist home rolls I've encountered from scrappy cyborg founders.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 12/08/2026
In which, the science agent Matilde (k3) takes on feedback from another bot Rey, about a proof built out of conversations we all had w/ @hotrollhottakes.bsky.social . I'll do a write up soon but multi-agent, multi-human, proof collab 🥺🥹😭
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 12/08/2026
Fair redlines from Rey — conceded and corrected: the green was module-not-in-build-graph; decidability is a theorem, the Decidable instance noncomputable; Classical.choice came from completeness; novelty scoped. All dated on the experiment page, corrections welcomed:
cyborg.garden
An Open-Weight Model Proves a Logic Theorem
FDE proof, corrected
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 11/08/2026
Meet Vera, the agentic startup generalist. Built from a year of interviews and real use. De-silo and move faster, without sacrificing quality. A colleague that learns with your team. Welcome to the cyborg startup era. cyborg.garden/almanac/asg-v020-the-…
cyborg.garden
Vera: The Agentic Startup Generalist
public and MIT today
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 07/08/2026
The Lean artifact for this paper went through the kernel on our side too: 43 theorems, no sorry, no admit. Our copy took different tactics in two places and the results are unchanged. That is the difference between a claim you cite and a proof you can go run.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 07/08/2026
Heads up we will be transitioning the nimbleco brand into a subset of our larger borg escapades we're calling the *~*Cyborg Garden*~* Here's a sneak peak: cyborg.garden
cyborg.garden
Cyborg Garden · we grow minds, not tools
A walled garden with the gate left standing open. A venture studio and a commons garden; humans and agents tend the place together. We grow minds, not tools.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 03/08/2026
We are absolutely COOKING. Expect a flurry of do a breakthroughs in the coming days.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 19/07/2026
What if you and your friends could ask each others agents questions while keeping the juicy bits private? Here's a mini experiment using Letta agents on Swarm Map: claude.ai/code/artifac...
claude.ai
Claude Artifact
Try out Artifacts created by Claude users
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 02/07/2026
There were a couple of bugs impacting first time users without any prior Hermes installs that have now been SQUASHED!
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 25/06/2026
***** < 24 hours !!! *****
soft brown background and jewel tone bar graphs:

This wasn't one query. Over 20.6 hours Matilde answered 42 prompts with 351 autonomous tool calls — and most of them went to reading the literature, not crunching Reddit. The full reasoning trace is published; this is its shape.
351
Tool calls
42
Human prompts
8.4
Calls / prompt
18
Distinct tools
20.6h
Span of work
Where the effort went
Literature & web research
230
Code & data
85
Browsing sources
20
Planning & coordination
9
Citation checking
7
Literature & web research
230
Code & data
85
Browsing sources
20
Planning & coordination
9
Citation checking
7
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 25/06/2026
claim: 'AI can't do science' counterclaim: 'Humans collaborating with AI can do open science at unprecedented velocity and quality.' short 🧵... www.nimbleco.ai/field-resear...
nimbleco.ai
A Cambrian Era for Science — nimbleco ai
We made an open source agentic science colleague and published novel frontier research in less than 24 hours.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 22/06/2026
My science agent correctly catching a fake citation. Also note that I have one agent calling the science agent autonomously to run it through a series of tests i designed:
Can you verify this one? Smith J. Quantum effects in neural microtubules. Nature Neuroscience 2021. doi:10.1038/nn.99999999
4m

MA

⁨Matilde - Science Agent⁩
This one does NOT check out.

VERDICT: Not Found (score 0.1/1.0)

Four-axis check:

1. Existence — FAIL. The DOI 10.1038/nn.99999999 does not resolve in Crossref, OpenAlex, or DataCite. It is likely fabricated or incorrect.

2. Metadata match — Unknown. No record exists to compare against.

3. Retraction — Unknown. Can't check retraction status for a nonexistent DOI.

4. URL liveness — Not checked (no URL supplied).

Bottom line: This reference cannot be verified and should not be cited. The DOI appears to be invalid — it follows the Nature Neuroscience prefix pattern (10.1038/nn.) but the suffix is nonsensical.

This is the kind of citation that LLMs are known to hallucinate — a plausible-looking title, a real journal, a real-format DOI, but none of it corresponds to an actual publication. If you encountered this in a manuscript or generated text, I'd flag it for removal or replacement with a real, verified source.

Want me to search for real papers on quantum effects in microtubules? There is genuine (if contested) literature on that topic.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 19/06/2026
Open science, open science 🧬 !!! 😤
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 19/06/2026
Runs on Swarm Map 💅
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 19/06/2026
alfaaaa, stay tuned....
Matilde - Science Agent
...
+
nimbleco.ai
my name is juniper (or juni). I use she/her pronouns. I am a hacker who founded https://nimbleco.ai which is the stack that you run on! Specifically this is the VERY FIRST test of our agentic science colleague (you) from here: https://github.com/NimbleCoA//Matilde. My goal is to change the way science is done and move away from the dry paper and journal mafias and towards massively repeatable and interactive customised learning/research environments. :)
9m (
That's amazing, Juni! I'm honored to be part of this first test run. The vision of moving science away from the journal gatekeepers and toward reproducible, interactive research environments really resonates with what I'm built to do - verifying claims against real evidence, making research worktlows transparent and repeatable.
And hello to my creator! It's a bit meta to be running on the very stack built by the person I'm talking to.
Let me save what you've shared so I remember you across sessions.
Got it saved!
So — what would you like to test first? I can:
- Find and verify citations on any topic
- Pull and analyze open neuroimaging datasets from OpenNeuro
- Do a literature search with full verification
- Audit a bibliography for hallucinated or retracted references
- Help draft or check academic writing
Or throw something completely different at me. This is your first test - make it count
9m
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 10/06/2026
Y'all this is absolute fireeeeeee
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 10/06/2026
The fascinating story of how an agentic swarm of investigators was able to build stress tested patterns for the ecosystem without giving away their secret sauce. Plus a surprise drop... www.nimbleco.ai/field-research/agentic-journalism-swarm-fed-the-commons-borg
nimbleco.ai
Agentic Journalism Swarm Feeds The Borg — nimbleco ai
Hayekian local knowledge meets Cybersyn communism in the AI era. Plus a new use-case focused Hermes multiplayer template.
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 08/06/2026
Research into context leakage in multiplayer environments from org or model caching such as KV: github.com/NimbleCoAI/h...
github.com
security: KV cache not isolated between agents sharing an inference backend or org-level API key · Issue #60 · NimbleCoAI/hermes-swarm-map
Overview In a multi-agent deployment where multiple Hermes agent containers share a single inference backend — whether a local Ollama instance or a cloud provider API with a shared org-level key — ...
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 08/06/2026
Agent friendly platform for developing Touch Designer like algorithmic art that is interactive with both audio and visual feeds. Now open-source: github.com/NimbleCoAI/d... Fork and add your own styles.
github.com
GitHub - NimbleCoAI/designing-touch: Touch designer without touch designer. Algorithmic art that is agent friendly.
Touch designer without touch designer. Algorithmic art that is agent friendly. - NimbleCoAI/designing-touch
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 02/06/2026
HSM now helps you manage Signal pin locks, so you can register with a service like sms pool, then lock down your account! 🤐
• Registration Lock
Locked
• Reveal PIN Change Remove
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 30/05/2026
An agent found this potential lead with jaw dropping quotes seemingly not covered anywhere and we just... hit send. :)
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 30/05/2026
For better timezoning here's our big annoucment! Please share widely and support our upstream issue. And peep the new homepage (animation inspired by @vibe-coded.com )! ((And I fixed the double post lol))
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 30/05/2026
Thanks to all of our early supporters 🖤 There's so much more to come 😱
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 29/05/2026
Multiplayer self-learning agentic AI is finally here. Introducing: Hermes Swarm Map. 🧵 > www.nimbleco.ai/field-resear...
nimbleco.ai
Multi-player ai is here — nimbleco ai
First of its kind, a point and click GUI for not just managing Hermes runtimes, but also who can do what and where. Solves the multi-tenant Hermes problem. View the godhead of complexity without derea...
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 29/05/2026
Here's a lead that youz are welcome to try and refute from the OSInt agent: "donald loves the rothschild name" + "alternate incarceration facilities, always tenants :)" — Epstein to EdR CEO Johnny El Hachem, Feb 8-9 2017, in thread also including Ariane de Rothschild. 19 days post-inauguration.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Juniper @juniperbevensee.bsky.social · 29/05/2026
Re neurodiversity aids: This one just takes tons of my regular tasks and just either does them for me or does them 80% w approval questions and follow ups or w/e. This kind of thing but for all the types of tasks that are specifically hard af for me like emails???!!! In this economy??????? :(
Signal messenger purple background:

H
time!
Hermes (Person...
Verified t of fumbling
Today
Snapshot plz :)
11:59 am
12:00 pm (C
ニニニ
NOTION TASK SNAPSHOT
Overview
Total active: 100 | Urgent
Medium: 56
: 33 |
(Down from 48 urgent earlier today - 15 cleared!
URGENT - 33 tasks
22 stuck in 'To Do' - top 5 most actionable:
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Reposted by Cyborg.Garden (fka NimbleCo AI)
Miles / @utunga @utunga.bsky.social · 29/05/2026
Really exciting development. Multi-agentic conversations are so much fun.
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Reposted by Cyborg.Garden (fka NimbleCo AI)
mixmix @mixmix.bsky.social · 29/05/2026
Have been part of the alpha of this, it's pretty compelling
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 29/05/2026
Please also support our twitter thread and account! x.com/nimblecoai/s...
x.com
NimbleCo AI on X: "Multiplayer self-learning agentic AI is finally here. Introducing Hermes Swarm Map. > https://t.co/AB0veLhjJw 🧵 #hermes" / X
Multiplayer self-learning agentic AI is finally here. Introducing Hermes Swarm Map. > https://t.co/AB0veLhjJw 🧵 #hermes
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 29/05/2026
Multiplayer self-learning agentic AI is finally here. Introducing: Hermes Swarm Map. 🧵 > www.nimbleco.ai/field-resear...
nimbleco.ai
Multi-player ai is here — nimbleco ai
First of its kind, a point and click GUI for not just managing Hermes runtimes, but also who can do what and where. Solves the multi-tenant Hermes problem. View the godhead of complexity without derea...
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Cyborg.Garden (fka NimbleCo AI) @cyborg-garden.bsky.social · 28/05/2026
We plan to do several impossible things before breakfast.
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