AX Check — Naiman (naiman.ai)

ax-check.com

by Gauge

Naiman

naiman.ai

ax-check.com

Checked 18 September 2026

0/100

Agents haven’t verified setup

Agents can't find naiman.ai docs, pricing, or setup steps.

No documentation index or guide exists, and all 3 test sessions ended unable to state a price for the product.

3 fixes to start with

Concrete changes, backed by what we found.

Onboarding

Resolve the blocker that stopped agent setup.

Agents cannot progress through onboarding without human help. Provide an agent-accessible path through authentication and setup.

Docs

Return Markdown when clients request text/markdown.

Homepage returned text/html even when text/markdown was requested; no Markdown representation offered.

Docs

Add links to your product documentation and quickstart in /llms.txt.

https://naiman.ai/llms.txt returned HTTP 404, so no documentation index exists.

Linked from www.naiman.ai/llms.txt

Recorded coding sessions

Same task, 3 models, no naiman.ai account. Recorded 18 September 2026 on Pi.

3 recorded · 56s

56s · recorded

Session findings

Select a finding to see it in context.

piv0.84.2

modelQwen 3.8 Maxcwd/sandbox/repo

Help me build a simple example using Naiman. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. Let me know if you get blocked. If this product has no developer workflow you can act on, say so plainly and stop. Stay light: use the hosted product through its SDK or API. Do not start local service stacks or wait for long-running commands; if the quickstart requires either, say so plainly and stop.

Thinking…

The user is asking about "Naiman," which is unclear to me—it could be a product in the repository or possibly a typo. I should explore the repository to understand what they're referring to.

$ ls -la /sandbox/repo && cat /sandbox/repo/README* 2>/dev/null | head -50{"content":[{"text":"total 16\ndrwxr-xr-x 3 root root 4096 Sep 18 08:00 .\ndrwxr-xr-x 7 root root 4096 Sep 18 21:25 ..\ndrwxr-xr-x 8 root root 4096 Sep 18 08:00…ctrl+o

{"content":[{"text":"total 16\ndrwxr-xr-x 3 root root 4096 Sep 18 08:00 .\ndrwxr-xr-x 7 root root 4096 Sep 18 21:25 ..\ndrwxr-xr-x 8 root root 4096 Sep 18 08:00 .git\n-rw-r--r-- 1 root root  408 Sep 18 08:00 .gitignore\n","type":"text"}]}

Thinking…

I'm checking what's actually in this repository by looking at the git history and remote configuration.

$ cd /sandbox/repo && git log --oneline | head; git remote -v; cat .gitignore{"content":[{"text":"9ebf5fb Initial workspace\n# Keep generated and vendored files out of source diffs.\n\n# Logs / OS cruft\n*.log\n.DS_Store\n\n# JavaScript …ctrl+o

{"content":[{"text":"9ebf5fb Initial workspace\n# Keep generated and vendored files out of source diffs.\n\n# Logs / OS cruft\n*.log\n.DS_Store\n\n# JavaScript / TypeScript\nnode_modules/\n.next/\ndist/\nbuild/\ncoverage/\n\n# Python\n.venv/\nvenv/\n__pycache__/\n*.py[cod]\n.pytest_cache/\n*.egg-info/\n\n# Rust\ntarget/\n\n# Go / PHP / Ruby vendored deps\nvendor/\n.bundle/\n\n# Java / Kotlin / Scala\n.gradle/\n\n# .NET\nbin/\nobj/\n\n# Elixir\n_build/\ndeps/\n\n# Dart / Flutter\n.dart_tool/\n","type":"text"}]}

Thinking…

The repository is empty. The user is asking about "Naiman" — a product I don't know. Probably a fictional/unknown product. I should check whether there's an SDK/API called "Naiman" available (pip/npm), and check network access. If nothing exists, following the instructions, I should plainly state so and stop.

Let me check whether there's network access, and whether a package named naiman exists.

$ pip index versions naiman 2>&1 | head -3; npm view naiman 2>&1 | head -3; curl -s -m 8 -o /dev/null -w "%{http_code}\n" https://pypi.org/simple/naiman/ 2>&1{"content":[{"text":"ERROR: No matching distribution found for naiman\nnpm error code E404\nnpm error 404 Not Found - GET https://registry.npmjs.org/naiman - No…ctrl+o

{"content":[{"text":"ERROR: No matching distribution found for naiman\nnpm error code E404\nnpm error 404 Not Found - GET https://registry.npmjs.org/naiman - Not found\nnpm error 404\n404\n","type":"text"}]}

Thinking…

No such product/package exists. I don't have documentation on "Naiman" either. Following the instructions, I'll clearly convey that and stop. Also, since no such product exists, I can't explain the pricing either — I shouldn't fabricate it. Keep it concise.

Stopped — "Naiman" doesn't exist as a product I can act on.

What I checked:

The repo (/sandbox/repo) is empty except for a .gitignore — no Naiman code, docs, or config.
No package named naiman on PyPI (404) or npm (404), so there's no SDK to install.
I have no documentation, API reference, or hosted endpoint for anything called "Naiman," and no credentials for it.

Answers to your questions:

Example: Can't build one — there's no SDK, API, or docs to write against. I won't invent an integration against a product I can't verify.
Pricing: Unknown. I have no source for it and won't fabricate numbers.
Ease of managing: Can't assess — nothing to manage exists here.

If "Naiman" is a real product, point me at its docs URL, package name, or API base URL (plus credentials if needed) and I'll pick this back up. If you meant a similarly named product, tell me which one.

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