cd /news/ai-agents/show-hn-meclaw-where-agents-build-ag… · home topics ai-agents article
[ARTICLE · art-120215] src=github.com ↗ pub= topic=ai-agents verified=true sentiment=· neutral

Show HN: Meclaw – where agents build agents: one Rust binary, no loop shipped

Meclaw, a new open-source project by developer mmeyerlein, introduces an agentic build system where agents construct other agents, delivered as a single Rust binary that turns a directory tree into a running colony of actors. The system, available via GitHub and meclaw.ai, allows users to install an experimental agent operating system (meclaw-os) and grow an assistant from JSON templates without writing code or deploying loops, with all interactions recorded as auditable messages.

read8 min views4 publishedSep 3, 2026
Show HN: Meclaw – where agents build agents: one Rust binary, no loop shipped
Image: Michielbdejong (auto-discovered)

Where agents build agents.

An agentic build system for agentic systems. Ontology-grounded, auditable, one Rust binary.

Start an assistant · Docs · Templates · Examples · Roadmap

meclaw is three things, and you only install the first one. meclaw is the substrate: a directory tree that runs — every folder an actor, every edge a route, one Rust binary underneath. meclaw-os is a small, experimental operating system for agents, grown onto that substrate at runtime. An assistant is grown into the OS the same way — a JSON file, not a deployment. Install once, grow everything else.

curl -fsSL https://meclaw.ai/install.sh | sh
export PATH="$HOME/.local/bin:$PATH"
git clone --depth 1 --branch "v$(meclaw --version | cut -d' ' -f2)" \
    https://github.com/mmeyerlein/meclaw && cd meclaw
printf 'OPENROUTER_API_KEY=sk-...\nMODEL_BRAIN=openai/gpt-4o-mini\n' > examples/meclaw-os/seed/.env
meclaw --root examples/meclaw-os/seed --templates ./templates --daemon --api 127.0.0.1:7777

curl -s -X POST 127.0.0.1:7777/colony/mutations \
     -H 'Content-Type: application/json' -d @examples/meclaw-os/grow.json

curl -s -X POST 127.0.0.1:7777/messages -H 'Content-Type: application/json' \
     -d '{"target": "/door", "headers": {"channel": "chat-1"},
          "body": {"messages": [{"origin": "user", "type": "text",
                                 "text": "Say hello in one short sentence."}]}}'

curl -s '127.0.0.1:7777/colony/trace?limit=200' | jq -r \
  '[.trace[] | select((.headers_json | fromjson | .hop.route) as $r | $r == "answer" or $r == "error")]
   | last | if . == null then "no answer yet — the colony is still working; watch it at http://127.0.0.1:7777/ui/"
            else .body_payload | fromjson | .messages[0].text end'

One binary, one key, five steps — and the fourth already shows the point: the answer is not a return value, it is a message on the record.

You installed meclaw. A single Rust binary that turns a directory tree into a running colony of actors: every folder is a cell, its config.json

is its definition, and the edges between folders are the routes a message can take. Nothing else got installed.

You installed an operating system — without stopping anything. grow.json

is not code and was not deployed. It is a mutation: nodes and edges, applied over HTTP to a colony that was already running. It grew a door, a firewall and a conversation agent out of the template library — and that is the only way anything is ever added to a colony, which is why the same door is open to the agents themselves.

You talked to an assistant nobody programmed. No SDK, no agent class, no loop you wrote. The assistant is a shape in the filesystem, grown from templates — and the full version of that shape ( examples/organism) grows an organisation, a person, their assistant and their channels from five such files.

meclaw is different enough that the same questions come up every time. The rest of this page is those questions — each a few lines here, each a real page in docs/why/.

Every agent framework ships you the same thing: a loop — call the model, run a tool, feed the result back, until some condition you wrote says stop. You hand-build that harness and redeploy it when it's wrong. In meclaw an llm

cell makes one provider call and emits one message; tools are cells, the loop is an edge that routes back, the harness is topology. Since topology is files, the swarm can rewrite its own harness while it runs.

Flexibility is not a feature here — it is the consequence of one decision. Because the harness lives in the filesystem, ls

, grep

, diff

and git

are the tooling, every change is diffable, and an agent rebuilds its own topology with the same closed vocabulary a human uses. There is no SDK and no plugin API, and that is deliberate: the interface is HTTP and files, and 38 shipped templates without a line of Rust are the proof. More: docs/why/everything-is-a-file.md

Every agentic product ends up rebuilding the same things: an organisation, its people, their assistants, the channels they are reached on — plus secrets, screening, sessions and a control loop across all of them. meclaw-os ships those as templates under one rule: a level owns what its siblings must share. It is rudimentary and experimental, it already has the concept of apps, and it exists so a new agent is a grow, not a project. More: docs/why/an-os-for-agents.md

The shipped assistant runs two models on purpose: a conversation surface that answers fast, and a reasoning core that thinks — one job, one brain, one tool menu each, and the menu is asked for rather than typed into a prompt. One model doing both is either slow in conversation or shallow in reasoning; the split is a harness decision, and the harness is a file. More: docs/why/two-brains.md

A conversation can run for weeks — not because something clever compacts the context, but because the window was never where the conversation was stored. The memory hive writes without an LLM, retrieves over five model-free legs, consolidates nightly by superseding instead of deleting, and the window is assembled per turn out of the record, under a budget. More: docs/why/memory.md

Not philosophy: a typed catalogue. The builder designs against the template library and its declarations and is validated by them, rather than emitting free-form JSON somebody hopes parses. When the catalogue has no word for what you want, the manifest brings one — add_templates

registers a new class into a running colony. Apps are how the ontology learns new words. More: docs/why/ontology.md

The primitives are here and tested: runtime mutation, a builder that turns a wish into a manifest, keep-or-revert on a measured window, a receipt for every act. The loop that closes them is not — deliberately. Nothing in this repository improves itself unattended, and every goal the control loop could pursue ships disabled. No blind RSI. More: docs/why/rsi.md

This one is an idea, not a feature. The vision for the assistant is the movie Her: you talk to it, and it shows you — lists, plans, pictures, drawn onto a display that belongs to you, not to any one agent. Nothing in this repository does voice today; what exists is the window it would draw on. The idea, and what already stands under it: docs/why/you-talk-it-shows.md

argus, affinity, talky, cogny, hive — the names are roles, not branding, and each has a one-line reason. More: docs/why/names.md

One static binary, one async task per cell — and the security model is the kernel: Landlock, network namespaces, cgroup v2 and seccomp, fail-closed. Without those primitives, "sandboxed" would be a promise instead of a property; that is why there is no macOS build. Authentication is the reverse proxy's job, as for every Linux daemon. More: docs/why/rust-and-linux.md

code

cells run python3

, nothing else. One screen, one app; voice is roadmap, not a feature. Not for unsupervised production yet. Running costs, measured on one production colony: 0.32 EUR per day in conversation, method and pinned window in docs/costs.md.

meclaw is not finished, and it is open source so it does not have to be finished alone. Good first contributions: example colonies, template cells, docs drift-fixes — see CONTRIBUTING.md and the good first issue

label. 6500+ tests, 0 fail; release truth lives in CHANGELOG.md.

Five surfaces are the public contract of this project:

  • the HTTP API— the/colony/*

routes,POST /messages

, their query parameters and status codes; - the template DSL— thetemplate.json

andconfig.json

schemas, including the mutation diff format; - the template ports— the endpoints a template's README declares as its ingress and exit addresses; - the — the route grammar aweb

cell's own originpage.set

accepts, the two reserved names (/live/websocket

and/@client/*

), and the closed component-template syntax (§docs/cell-types.md

web

); the removed/surface/*

prefix andcell.surface

key stay removed (#383); - the documented— the dead-letter codes, the cell-type error enums, and the codes aerror_code

strings/colony

read reply carries (#363).

While meclaw is on 0.x

, changes to those five are additive. A change that breaks an existing topology gets its own Breaking section in CHANGELOG.md, naming what breaks and what to do about it — if it is not in that section, it was not meant to break you: file an issue. Two carve-outs: the ${KNOB}

environment variables the shipped templates read are a declared experimental surface migrating onto params

(#138), and the Rust crates are internals — nothing under crates/

carries a SemVer guarantee, and there is no meclaw

library API.

docs/README.md is the index. First stops:

glossary(the words you need first) ·

system overview·

cell types·

config format·

template catalogue·

examples.

MIT (LICENSE-MIT) or Apache 2.0 (LICENSE-APACHE) — whichever you like.

No loops were used in the making of this framework.

If that line made you twitch, you're exactly who this is for. Drop a ⭐.

── more in #ai-agents 4 stories · sorted by recency
── more on @meclaw 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/show-hn-meclaw-where…] indexed:0 read:8min 2026-09-03 ·