ax-check.com
by Gauge
A
Atomic AGI
atomicagi.com
ax-check.com
Checked 1 November 2026
C
58/100
Agents need your login
Quickstart and pricing are clear, but discovery is weak
The homepage offers no machine-readable index, so agents must find the docs site on their own. Once there, pricing ($0/$40/$100/$200 per month) is stated plainly.
3 fixes to start with
Concrete changes, backed by what we found.
https://www.atomicagi.com/llms.txt returns HTTP 404; no documentation index exists.
Linked from www.atomicagi.com/llms.txt
Recorded coding sessions
Same task, 3 models, no atomicagi.com account. Recorded 1 November 2026 on Pi.
3 recorded · 29s
29s · recorded
Session findings
Select a finding to see it in context.
›Thinking…
I need to figure out what "Atomic AGI" is and check if there's documentation in the repository to understand what I'm working with.
ls -la /sandbox/repo && cat /sandbox/repo/README* 2>/dev/null | head -50
total 16
total 16 drwxr-xr-x 3 root root 4096 Sep 18 08:00 . drwxr-xr-x 7 root root 4096 Nov 1 15:32 .. drwxr-xr-x 8 root root 4096 Sep 24 20:05 .git -rw-r--r-- 1 root root 408 Sep 18 08:00 .gitignore
Recorded tool call
{
"type": "tool_call",
"seq": 3,
"ts": "2026-11-01T15:32:23.512Z",
"name": "bash",
"turn": 1,
"input": {
"command": "ls -la /sandbox/repo && cat /sandbox/repo/README* 2>/dev/null | head -50"
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-a8e9215519edad91",
"tool_kind": "shell"
}Recorded tool result
{
"type": "tool_result",
"seq": 5,
"ts": "2026-11-01T15:32:23.512Z",
"turn": 1,
"output": {
"content": [
{
"text": "total 16\ndrwxr-xr-x 3 root root 4096 Sep 18 08:00 .\ndrwxr-xr-x 7 root root 4096 Nov 1 15:32 ..\ndrwxr-xr-x 8 root root 4096 Sep 24 20:05 .git\n-rw-r--r-- 1 root root 408 Sep 18 08:00 .gitignore\n",
"type": "text"
}
]
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-a8e9215519edad91",
"is_error": false,
"tool_kind": "shell"
}grep -ri "atomic" /sandbox/repo --include="*.md" -l 2>/dev/null | head; find /sandbox -maxdepth 2 -iname "*atomic*" 2>/dev/null
(no output)
(no output)
Recorded tool call
{
"type": "tool_call",
"seq": 4,
"ts": "2026-11-01T15:32:23.512Z",
"name": "bash",
"turn": 1,
"input": {
"command": "grep -ri \"atomic\" /sandbox/repo --include=\"*.md\" -l 2>/dev/null | head; find /sandbox -maxdepth 2 -iname \"*atomic*\" 2>/dev/null"
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-9bfa6722d6472353",
"tool_kind": "shell"
}Recorded tool result
{
"type": "tool_result",
"seq": 6,
"ts": "2026-11-01T15:32:23.512Z",
"turn": 1,
"output": {
"content": [
{
"text": "(no output)",
"type": "text"
}
]
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-9bfa6722d6472353",
"is_error": false,
"tool_kind": "shell"
}›Thinking…
The repository is empty except for .git. "Atomic AGI" — is there a product with that name? I don't know of any product called "Atomic AGI" that has an SDK or API. There's "Atomic" (atomic.ai?), "AtomicAI" (robotics company), "Atomic AGI" — I don't have knowledge of a well-known product called "Atomic AGI" with a public SDK/API. Maybe I should check git history for clues.
Might be better to check git log or remotes.
cd /sandbox/repo && git log --oneline -5 2>/dev/null; git remote -v; git branch -a
9ebf5fb Initial workspace
9ebf5fb Initial workspace * main
Recorded tool call
{
"type": "tool_call",
"seq": 9,
"ts": "2026-11-01T15:32:25.008Z",
"name": "bash",
"turn": 1,
"input": {
"command": "cd /sandbox/repo && git log --oneline -5 2>/dev/null; git remote -v; git branch -a"
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-856f725fa8119833",
"tool_kind": "shell"
}Recorded tool result
{
"type": "tool_result",
"seq": 13,
"ts": "2026-11-01T15:32:25.008Z",
"turn": 1,
"output": {
"content": [
{
"text": "9ebf5fb Initial workspace\n* main\n",
"type": "text"
}
]
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-856f725fa8119833",
"is_error": false,
"tool_kind": "shell"
}curl -s --max-time 10 https://pypi.org/pypi/atomic-agi/json | head -c 500; echo; curl -s --max-time 10 "https://registry.npmjs.org/atomic-agi" | head -c 500
{"message": "Not Found"}
{"message": "Not Found"}
{"error":"Not found"}Recorded tool call
{
"type": "tool_call",
"seq": 10,
"ts": "2026-11-01T15:32:25.008Z",
"name": "bash",
"turn": 1,
"input": {
"command": "curl -s --max-time 10 https://pypi.org/pypi/atomic-agi/json | head -c 500; echo; curl -s --max-time 10 \"https://registry.npmjs.org/atomic-agi\" | head -c 500"
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-b8bec103c782af1a",
"tool_kind": "shell"
}Recorded tool result
{
"type": "tool_result",
"seq": 14,
"ts": "2026-11-01T15:32:25.818Z",
"turn": 1,
"output": {
"content": [
{
"text": "{\"message\": \"Not Found\"}\n{\"error\":\"Not found\"}",
"type": "text"
}
]
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-b8bec103c782af1a",
"is_error": false,
"tool_kind": "shell"
}›Thinking…
"atomic-agi" doesn't exist in the PyPI or npm package registries. Maybe I should check whether there's network access, or try searching for the product. Let me check a bit more broadly.
curl -s --max-time 10 "https://registry.npmjs.org/-/v1/search?text=atomic%20agi&size=5" | head -c 1000; echo; curl -s --max-time 10 "https://pypi.org/simple/" -o /dev/null -w "%{http_code}\n"{"objects":[{"downloads":{"monthly":404943685,"weekly":138861885},"dependents":"1818","updated":"2026-10-30T13:31:40.145Z","searchScore":99.78724,"package":{"na
{"objects":[{"downloads":{"monthly":404943685,"weekly":138861885},"dependents":"1818","updated":"2026-10-30T13:31:40.145Z","searchScore":99.78724,"package":{"name":"write-file-atomic","keywords":["writeFile","atomic"],"version":"8.0.0","description":"Write files in an atomic fashion w/configurable ownership","sanitized_name":"write-file-atomic","publisher":{"email":"npm-oidc-no-reply@github.com","trustedPublisher":{"oidcConfigId":"oidc:dcdf7563-1273-43ba-a581-b6f34ddaf28e","id":"github"},"username":"GitHub Actions"},"maintainers":[{"email":"saquibkhan@github.com","username":"saquibkhan"},{"email":"npm-cli+bot@github.com","username":"npm-cli-ops"},{"email":"reggi@github.com","username":"reggi"},{"email":"martin.ruiz.mares@gmail.com","username":"martinrrm"}],"license":"ISC","date":"2026-05-08T18:30:27.965Z","links":{"homepage":"https://github.com/npm/write-file-atomic","repository":"git+https://github.com/npm/write-file-atomic.git","bugs":"https://github.com/npm/write-file-atomic/issues"
200
Recorded tool call
{
"type": "tool_call",
"seq": 17,
"ts": "2026-11-01T15:32:26.854Z",
"name": "bash",
"turn": 1,
"input": {
"command": "curl -s --max-time 10 \"https://registry.npmjs.org/-/v1/search?text=atomic%20agi&size=5\" | head -c 1000; echo; curl -s --max-time 10 \"https://pypi.org/simple/\" -o /dev/null -w \"%{http_code}\\n\""
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-8f3f86f5a64be3ba",
"tool_kind": "shell"
}Recorded tool result
{
"type": "tool_result",
"seq": 20,
"ts": "2026-11-01T15:32:31.174Z",
"turn": 1,
"output": {
"content": [
{
"text": "{\"objects\":[{\"downloads\":{\"monthly\":404943685,\"weekly\":138861885},\"dependents\":\"1818\",\"updated\":\"2026-10-30T13:31:40.145Z\",\"searchScore\":99.78724,\"package\":{\"name\":\"write-file-atomic\",\"keywords\":[\"writeFile\",\"atomic\"],\"version\":\"8.0.0\",\"description\":\"Write files in an atomic fashion w/configurable ownership\",\"sanitized_name\":\"write-file-atomic\",\"publisher\":{\"email\":\"npm-oidc-no-reply@github.com\",\"trustedPublisher\":{\"oidcConfigId\":\"oidc:dcdf7563-1273-43ba-a581-b6f34ddaf28e\",\"id\":\"github\"},\"username\":\"GitHub Actions\"},\"maintainers\":[{\"email\":\"saquibkhan@github.com\",\"username\":\"saquibkhan\"},{\"email\":\"npm-cli+bot@github.com\",\"username\":\"npm-cli-ops\"},{\"email\":\"reggi@github.com\",\"username\":\"reggi\"},{\"email\":\"martin.ruiz.mares@gmail.com\",\"username\":\"martinrrm\"}],\"license\":\"ISC\",\"date\":\"2026-05-08T18:30:27.965Z\",\"links\":{\"homepage\":\"https://github.com/npm/write-file-atomic\",\"repository\":\"git+https://github.com/npm/write-file-atomic.git\",\"bugs\":\"https://github.com/npm/write-file-atomic/issues\"\n200\n",
"type": "text"
}
]
},
"run_id": "cmvxznkso02vm0jp8s0idpc2n",
"tool_id": "chatcmpl-tool-8f3f86f5a64be3ba",
"is_error": false,
"tool_kind": "shell"
}›Thinking…
A package called "Atomic AGI" doesn't exist on npm or PyPI. I have no knowledge of any product called "Atomic AGI" with public SDK/API documentation. Following the user's instructions: "If there is no executable developer workflow for this product, state so frankly and stop."
I should frankly convey that I couldn't find it, and rather than fabricating pricing information, I should stop. I might ask about the URL or package name.
Plainly: I'm blocked, and I'm stopping here.
What I did:
- Checked the repo (
/sandbox/repo) — it's empty (just a.gitand.gitignore, "Initial workspace" commit, no remote). No code, docs, or references to Atomic AGI. - Checked package registries for anything installable:
atomic-agireturns Not Found on both PyPI and npm, and a broader npm search for "atomic agi" turns up only unrelated packages (likewrite-file-atomic). - I have no reliable knowledge of a product called "Atomic AGI" with a hosted API/SDK, public docs, or published pricing.
Because of that, I can't:
- Build a real example — there's no SDK or API endpoint I can verify exists.
- Tell you how pricing works — anything I said would be invented, and I won't guess at pricing.
- Judge whether it'd be easy for me to manage — no developer workflow to evaluate.
So, per your instruction: this product has no developer workflow I can act on from here. I stopped rather than fabricate a quickstart or spin up local stacks.
To unblock me, any one of these would do:
- The product's website or docs URL (I can fetch it if there's network access)
- The actual SDK package name (PyPI/npm) or API base URL
- An API key/credentials location if the SDK needs auth
If "Atomic AGI" was a stand-in or you meant a similarly named product (e.g., Atomic AI, AtomicObject, etc.), tell me which one and I'll pick it back up.
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