Harnesses / Agent harnesses / coolify

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Coolify

Coolify. Cited, not measured by AMDai. Docs checked 2026-10-13. Do not invent a release pin.

Self-hosted artifacts and dashboards. Official Coolify is an open-source control plane for deploying Docker workloads on servers you own. Cited, not measured by AMDai. Not an OpenAI-shaped /v1 chat client.

What it’s for

Host the dashboards and artifacts a lab already produces. Shannon’s write-up is why it sits next to the harness catalog. Not used on the local desktop.

Local endpoint

llama-server base
n/a
Strata base
n/a
Model name
n/a (not a llama-server /v1 client)
API key
n/a

Tool calling

Deploy Docker workloads you already own. Not LLM tools.

Long context

n/a

ROCm / Radeon gotchas

Coolify does not own the GPU. llama.cpp first on the inference box.

Hybrid local + cloud

Official page is self-hosted. We do not invent a cloud SKU.

This is the same question as the calculator’s fully local versus hybrid toggle. This page does not quote cloud prices.

Sources

Copy-paste

More on the connect page. Prove http://127.0.0.1:8080/v1/models first.

Coolify — not an LLM /v1 client
# Cited, not measured by AMDai.
# Coolify is a self-hosted control plane for Docker workloads.
# It does not speak llama-server http://127.0.0.1:8080/v1 or Strata.
# Official docs: https://coolify.io/docs/core/what-is-coolify
# Shannon’s lab write-up is why this row exists: /labs/shannon

Not a llama-server /v1 attach. Cited from Shannon’s How I run my Lab — not used on the local desktop.

Coolify — not an LLM /v1 client
# Cited, not measured by AMDai.
# Coolify is a self-hosted control plane for Docker workloads.
# It does not speak llama-server http://127.0.0.1:8083/v1 or Strata.
# Official docs: https://coolify.io/docs/core/what-is-coolify
# Shannon’s lab write-up is why this row exists: /labs/shannon

Not a llama-server /v1 attach. Cited from Shannon’s How I run my Lab — not used on the local desktop.

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