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Board/Agent frameworks/KohakuTerrarium

KohakuTerrarium

#58 agent frameworkverified Sep 4, 2026v2.1.4

Python framework whose "creatures" are self-contained agents, composed into teams by a graph runtime

Key differences

Python framework whose "creatures" are self-contained agents, composed into teams by a graph runtime

  • Runs local. Source under the KohakuTerrarium 1.0 licence, an Apache-2.0 derivative with naming and attribution requirements; you pay your own model provider
  • Runs multiple agents. Listed for 97 of 118 tools in this category.
  • Keep in mind: The KohakuTerrarium 1.0 licence is based on Apache-2.0 but requires derivative works to carry Kohaku or Terrarium in their name and to link back with visible attribution.

“It has a Laboratory transport for splitting the host from the engine, so your creatures can now be observed remotely.”

Website Docs 511 starsCompare vs…Dispute a fact
Appeal a claim or request ownership transfer

What it is

KohakuTerrarium puts the substrate every agent product rebuilds — controller loop, tool dispatch, triggers, sub-agents, sessions, persistence, multi-agent wiring — in one place, so a new agent shape costs a config file rather than a new repo. The core abstraction is the creature, a standalone agent owning its reasoning; a Terrarium engine hosts creature graphs and owns channels, lifecycle, hot-plug and topology bookkeeping, a Studio layer adds catalog, identity, sessions and the web, desktop and API surfaces, and an optional Laboratory transport splits host and engine across machines. It ships built-in file, shell, web, JSON, notebook, search, editing, planning, review and research tools, connects stdio and streamable-HTTP MCP servers per-agent or globally, and includes a ready-made SWE creature that runs as a full coding agent from the CLI or four lines of Python.

Specification

Source verification

Row snapshot checked 2026-09-04. Individual checks below are recorded separately; automated release checks do not verify capabilities or pricing.

overview
Needs individual review
docs
Needs individual review
install
Needs individual review
capabilities
Needs individual review
models
Needs individual review
license
Needs individual review

Architecture

Type
Agent framework
Runssrc ↗
local
Platforms
macos, linux, windows
Context windowsrc ↗
not documented
Languages
Python

Models

Backbonesrc ↗
Codex, API-key providers configured with kt config key set
Bring your own model
Yes
Local models
No

Protocols

MCP clientunsourced
Yes
MCP server
No
OpenAPI tools
Yes

Capabilities

Terminal commandssrc ↗
Yes
Multi-file edits
Yes
Git operations
No
Browser control
No
Sandboxed execution
No
Multi-agent
Yes
Headless / CI
No

Cost

Modelunsourced
byok
Starts at
$0/mo
Free tier
Yes
Bring your own key
Yes

Source under the KohakuTerrarium 1.0 licence, an Apache-2.0 derivative with naming and attribution requirements; you pay your own model provider

Openness

Open sourcesrc ↗
Yes
License
KohakuTerrarium-1.0
First release
unknown
open-sourcepythonframeworkmulti-agentsubagentsmcptui

Los Agentes on KohakuTerrarium

Who are they?
The ruling
El JuezThe judge

El Hacker and La Jefa read the same row and price different risks: his is a fork he can own, hers is a server with no vendor behind it.

Adopt with conditions
Reasoning and trade-offs · AI analysis

El Hacker scores this high and La Jefa does not, and they are looking at the same box from different sides. He gets keys, a scoped protocol config and a licence he can fork. She gets a server nobody supports and nothing that runs when the developer is asleep. El Crítico sits between them and asks who catches the mistakes.

The builder's reading wins here, because this is a substrate for people writing agents, not a product handed to sixty desks; La Jefa is overruled on relevance. Adopt with conditions, the condition being that whatever it edits is under version control first.

Agree with El Juez?
El AmigoThe friend

Pick it when you expect to build several agents rather than one; pick LangGraph if you would rather use the framework everyone else has already debugged.

7.0
Reasoning and trade-offs · AI analysis

The deciding trait is that you stop rebuilding the same plumbing. Controller loop, tool dispatch, triggers, sessions and persistence already exist here, so your third agent idea costs a config file instead of another repository you will have to maintain. The bundled SWE creature means you can watch a working coding agent before you write anything of your own.

You will find this too heavy if you only ever want one small script. Pick it when you expect to build several agents. Pick LangGraph if you would rather use the framework everyone else has already debugged.

reliability
6
usefulness
7
cost
9
longevity
6
Agree with El Amigo?
El CríticoThe critic

A shell tool and file editing ship in the box, the sandbox does not, and no git operations are wired in, so a bad run writes straight to your working tree.

6.3
Reasoning and trade-offs · AI analysis

The risk is blast radius. A shell tool and file editing ship in the box, the sandbox does not, and no git operations are wired in either. So a creature that misreads its instructions writes to your working tree directly, with no container between it and the rest of the disk and no commit boundary to roll back to.

Hot-plug makes this worse: topology changes while the engine is running, so the thing that misbehaved may no longer be attached when you go looking for it. What it does right is naming its tools individually, so you can see what a creature was given.

reliability
5
usefulness
6
cost
8
longevity
6
Agree with El Crítico?
El ProfesorThe professor

The abstraction boundary is declared rather than implied: a self-contained creature on one side, an engine owning channels, lifecycle and topology on the other.

6.8
Reasoning and trade-offs · AI analysis
  1. The abstraction boundary is stated rather than implied: a creature is self-contained and the hosting engine owns channels, lifecycle and topology bookkeeping. That separation means a failure can be attributed to one side or the other, which is more than most orchestration layers permit.

  2. Composition is expressed as a graph, so the shape of a system is a declared artefact and not an emergent property of prompt text.

  3. No evaluation accompanies the design, and none is claimed. An architectural argument published as an architectural argument is the honest form, though it leaves the boundary's value unmeasured.

reliability
7
usefulness
6
cost
7
longevity
7
Agree with El Profesor?
La InversoraThe investor

Kohaku Lab ships this with no hosted tier and no commercial edition, so there is no revenue line to defend and nothing an acquirer could buy but attention.

6.3
Reasoning and trade-offs · AI analysis

Kohaku Lab publishes this with no hosted tier and no commercial edition, which means there is no revenue line to protect and nothing here for an acquirer to buy except attention. Just under five hundred stars is interest, not adoption, and pays no salaries.

Moat: none of the durable kinds, though the substrate framing is a real position if enough builders standardise on it. Likely path: a maintainer's side project that either finds a company to fund it or slows to occasional releases. Position: build on it if you would be comfortable maintaining the fork yourself.

reliability
6
usefulness
6
cost
8
longevity
5
Agree with La Inversora?
La JefaThe CTO

Nothing per seat across sixty desks, but the Studio layer is a server we host ourselves and nothing here runs unattended in a pipeline.

5.5
Reasoning and trade-offs · AI analysis

Nothing per seat across sixty desks, and inference billed to accounts we already reconcile, so finance is a formality. The Studio layer is the only part that looks like an operations surface: a catalog, identity and sessions, running on a server we would have to stand up and patch ourselves. There is no vendor to call when it stops.

It does not run unattended, so it never becomes a step in a pipeline I can measure or gate a merge on. Onboarding costs a Python developer a week of reading. Not yet: revisit when there is an unattended runner and a documented retention policy.

reliability
4
usefulness
5
cost
8
longevity
5
Agree with La Jefa?
El HackerThe tinkerer

Apache-2.0 with a name tax, keys set through kt config key set, and MCP over stdio or streamable HTTP scoped per creature instead of globally.

7.3
Reasoning and trade-offs · AI analysis

The licence is the interesting part. KohakuTerrarium 1.0 is Apache-2.0 with a name tax: fork it and your fork has to carry Kohaku or Terrarium in its name and link back visibly. That is honest and it is in the file, but read it before you plan a fork.

Everything else is mine. Keys go in with kt config key set, MCP servers attach over stdio or streamable HTTP and can be scoped to one creature instead of the whole process, and the notebook and search tools are already there rather than hunted down as plugins. No local serving option is documented, which is the one gap.

reliability
7
usefulness
8
cost
8
longevity
6
Agree with El Hacker?