nunu
A CLI tool for building Go applications.
Runssource: GitHubhomepageGoMITcommit f20c77598751
Go, MIT licensed. The project labels itself: ddd, gin, go, golang, golang cli, mcp, mcp client and mcp server.
nunu runs. An Argusic agent installed it in 4 minutes and hit 1 error and fixed every one without help on a clean machine with no GPU, and the whole session was recorded.
Go 1.27.1 installed at /tmp/go, nunu CLI installed at $HOME/go/bin/nunu, source repo builds and all 4 test packages pass, created testapp project compiles and serves HTTP 200 on :8000, hot-reload and wire injection both functional
What the agent ended up with on a clean machine, in its own words. How this is measured
Measured by Argusic on a fresh machine every time. Every number links to its evidence. Argusic Score 100 of 100 (the mean of this project's run scores).
At a glance
Subject data from GitHub, linked at the top of this page, refreshed . Test data by Argusic (CC BY 4.0); every number links to a run page with the full log, the recording, and their sha256 hashes.
What was measured
From the run that decided this verdict. Every line is a recorded value, not an estimate.
What went wrong, in the agent's own words
The agent's own words, worst first, never rewritten into advice.
- Go 1.25.8+ required but not installed; apt-get unavailable (no root)0.5 minutes
- Install time
- 4 minutes
- Cold machine to finish
- 5 minutes
- Errors hit and fixed
- 1 hit, 1 fixed with no human help
- How the result was proved
- go test ./... in source repo passed 4 test packages (ok); built local binary (/tmp/nunu-local) and it displayed help; installed nunu@latest via go install; created project testapp with nunu new; created handler/service/repository/model via create commands; ran nunu wire to regenerate wire_gen.go; ran nunu run which started server on :8000 with hot-reload; built testapp server binary and curl'd /, got HTTP 200
- Model tokens used
- 41,056
- Exact commit tested
- f20c77598751
- Container image
- sha256:cdd920bce783
What was not measured
The other half, so you can see exactly how far this evidence goes. A gap is printed as a gap and never filled in.
- Peak GPU memory
- this ran on a CPU machine, so there was no GPU to sample
- Behaviour over a long run
- each attempt uses the smallest documented settings and a fixed time budget, so this measures whether it runs, not how it holds up under load
The end of the recording
The last lines of the terminal session that decided this verdict, exactly as they were recorded.
wait $SERVER_PID 2>/dev/null' in /work/repo
succeeded in 1860ms:
load conf file: config/local.yml
2026-10-03 01:29:55.706581279 info /tmp/testapp/cmd/server/main.go:16 server start {"host": "ht…
[GIN] 2026/10/03 - 01:29:57 | 200 | 153.39µs | 127.0.0.1 | GET "/"
200
2026/10/03 01:29:57 Shutting down server...
2026/10/03 01:29:57 Server exiting
All tasks verified. Here's the final report:
tokens used
41,056
All tasks verified. Here's the final report:Replay the whole session, every command from a clean machine to this point.
How it was tested
One agent, one container, no human help. It installs the project the way its own documentation says to, runs it, and fixes what breaks. Everything below is recorded as it happened: the terminal session, the log and the exact commit. The full method.
Strengths and limits
Measured facts, not opinions. How this is written.
What went well
- Reached a running state on a clean machine, with the session recorded.
- Installed in 4 minutes.
- Recovered from all 1 error without a human stepping in, which says the failures are documented well enough to solve.
- Ran without a GPU, so it does not need one to start.
- Licensed MIT, as reported by its host.
What did not, or is not known
- Measured once so far. A single attempt shows it can run, not that it runs reliably.
What it is a reasonable choice for
- Trying it on a laptop or a small server: it reached a running state without a GPU.
- A quick evaluation: it was running 4 minutes after the clone.
Also tested, in the same area
Every one of these was installed and run by Argusic on a clean machine. Nothing appears here that was not tested.
Run history
Topics (from GitHub)
Embed the badge
Markdown for the project README. It links back here; terms on the terms page.
[](https://argusic.com/subject/nunu)Questions
- Does nunu run?
- Yes. nunu runs. Argusic installed and launched it on a clean machine in 4 minutes, hitting 1 error on the way, and recorded the session.
- How did Argusic test nunu?
- On a fresh, disposable machine, with every command recorded and the repository pinned at commit f20c77598751. One attempt is recorded, and the full method is on the methodology page.
- What did it cost to test nunu?
- The run that produced this verdict cost $0.01: real compute and model cost, not a list price per million tokens. It is recorded on that run's page.
- How long does nunu take to install?
- 4 minutes in the run that decided this verdict, from a clean machine to a running state. That is one measured attempt, not an average.
- Does nunu need a GPU?
- Not to start. Argusic reached a running state on a machine with no GPU.
- What goes wrong when installing nunu?
- 1 thing broke in the recorded run, and 1 were fixed without human help. Each one, and the time it cost, is listed on this page.
- Where is the evidence for nunu?
- The recorded run is on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.