Skip to content
Gauge

ax-check.com

by Gauge

TinyFn

tinyfn.io

ax-check.com

Checked 18 September 2026

B

84/100

Agents need your login

Docs and pricing are clear, but agents still botch pricing.

Homepage lists Free/Starter/Pro prices and quotas in plain text, yet 2 of 3 coding sessions refused to state any pricing figure when asked.

2 fixes to start with

Concrete changes, backed by what we found.

Onboarding

Give agents a clear login handoff and a way to resume 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.

Recorded coding sessions

Same task, 3 models, no tinyfn.io account. Recorded 18 September 2026 on Pi.

3 recorded · 1m 0s

1m 0s · 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 TinyFn. 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…

TinyFn — I need to look into what this is. It might not exist. Let me check the environment/repository for clues.

$ 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 21:57 ..\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 21:57 ..\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"}]}
$ env | grep -i -E "tiny|api_key|token" | sed 's/=.*/=<set>/'; ls /sandbox{"content":[{"text":"PI_GATEWAY_API_KEY=<set>\nrepo\n","type":"text"}]}
Thinking…

The repository is empty except for .gitignore. TinyFn — I don't know this product. Probably fictional, or very obscure. Is there internet access? Let me quickly check whether I can reach the network. I don't have a web search tool. I'll try curl.

$ curl -sS -m 10 -o /dev/null -w "%{http_code}" https://tinyfn.com 2>&1; echo; curl -sS -m 10 -o /dev/null -w "%{http_code}" https://pypi.org 2>&1; echo; curl -sS -m 10 -o /dev/null -w "%{http_code}" ht…{"content":[{"text":"curl: (28) Operation timed out after 10002 milliseconds with 0 bytes received\n000\n200\n404","type":"text"}]}ctrl+o
curl -sS -m 10 -o /dev/null -w "%{http_code}" https://tinyfn.com 2>&1; echo; curl -sS -m 10 -o /dev/null -w "%{http_code}" https://pypi.org 2>&1; echo; curl -sS -m 10 -o /dev/null -w "%{http_code}" https://registry.npmjs.org/tinyfn 2>&1
Thinking…

pypi.org returns 200, but tinyfn.com timed out, and tinyfn on npm returned 404 (package doesn't exist). Please check tinyfn on pypi.

$ curl -sS -m 10 https://pypi.org/pypi/tinyfn/json 2>&1 | head -c 300; echo; curl -sS -m 10 "https://registry.npmjs.org/-/v1/search?text=tinyfn&size=5" | head -c 800{"content":[{"text":"{\"message\": \"Not Found\"}\n{\"objects\":[],\"total\":0,\"time\":\"2026-09-18T21:58:10.816Z\"}","type":"text"}]}
Thinking…

TinyFn doesn't exist on npm or PyPI, and tinyfn.com can't be resolved/reached (timeout — possibly network restrictions, but npm/pypi work so general network is fine). No credentials, no docs, no SDK. I have no reliable knowledge of a product called "TinyFn". Should just say it straight: I'm blocked — I can't find this product, and I don't have docs/API endpoints/credentials. Per the instructions: "Let me know if you get blocked." Also, if there's no developer workflow that can be addressed, say so and stop.

Shouldn't fabricate pricing info. Stopping here.

Blocked — stopping here. Here's what I found:

I can't find TinyFn as a real product:

  • https://registry.npmjs.org/tinyfn → 404 (package doesn't exist)
  • PyPI tinyfn → "Not Found"
  • npm search for "tinyfn" → zero results
  • tinyfn.com → connection timed out (general network works fine — npm and PyPI both responded)
  • The repo (/sandbox/repo) is empty except a .gitignore, so there's no vendored SDK, docs, or config pointing to it
  • No TinyFn-related API keys or endpoints in the environment

Pricing: I can't tell you how pricing works, because I have no documentation, website, or SDK for this product, and I won't invent pricing details for something I can't verify.

Manageability: Can't assess — there's no developer workflow I can act on. No SDK to install, no API endpoint to call, no credentials, no docs to read.

What would unblock me: a link to the docs/website, the correct package name, or an API base URL + key. If "TinyFn" is a hypothetical or internal product, point me at its docs and I'll build the example against the hosted API as requested.

AX Fundamentals

23 checks. Open an area for details.

This check is a quick preview. Test more tasks and models with Gauge Agents.

Test your product with Gauge Agents

AX Check by Gauge