Hiding behind an AI-generated text wall again?
Using words with a spellcheck/formatter and best way to structure sentences again? YES, yes I am.
You are still confusing my critique of a fundamentally flawed architecture with a basic bug report. There is nothing that could or even should be repaired.
Fundamentally flawed based on your narrow perception and projection from a false premise. You're right, nothing can be repaired for you with your mindset and comprehension of where Proximo is heading.
Yes, you patched the RRD text and hid your tools behind a dynamic search schema because I proved they were broken. But patching individual symptoms does not change the core failure: your tool is built on a "dump-everything" design that mirrors the raw API instead of abstracting it.
The rrd text was your find and it shipped the same day. You got credit for exactly what I came into this thread asking people to do.
"hid behind a dynamic search schema" HID is where you're wrong.
Dynamic is not opt-in, it's the default door, and has been since 0.30. it is the default because of your 128k measurement.
Here is why it is not hiding. scoping narrows what is ADVERTISED, never what is REACHABLE. proximo_call stays resident in every mode and dispatch runs off the full catalog snapshotted at import, so all 906 tools are callable by name whether they are listed or not. nothing sits behind a wall. What changed is the list, not the reach.
The four layers under it, PROXIMO_TOOLS > PROXIMO_TOOLSETS > PROXIMO_SURFACES > autoscope, choose which planes exist on this box. Autoscope is the default at that layer and prunes the estate to about 310 on a single-plane box. a typo in any of them refuses startup rather than serving you a surprise.
"dump-everything that mirrors the raw api" Go measure it, I did. list tools returns a curated field set by default. the raw payload is an escape hatch you have to ask for by name.
Measured on my cluster, just now:
pve_list_guests, 28 guests -> 2,128 tokens default, 7,600 with fields=all
pve_cluster_resources, 36 rows -> 2,839 tokens default, 7,510 with fields=all
The lean one is the default. you have to type fields=all to get the raw dump.
Counting is done server side, not left to the model. Found that one out of a real failure: a 12b local model read the lean 28-guest listing and counted 24. Given the counted envelope it answered 28/18/10, three runs out of three. A tool that mirrors the api leaves the model to count. Proximo does not.
Projection covers the estate-scale listings, not every list tool yet. The biggest one I found still unprojected is the task list, 6,676 tokens for 50 rows. That is a commit coming, not an argument.
The plain reality is that because you lack the expertise to build a real model abstraction, your tool floods the context window with raw, unpaginated data dumps during actual retrieval.
pve_tasks_list takes limit, default 50, max 1000. backup and snapshot listings take an optional limit that returns the newest N. A capped response comes back as {total, returned, rows}, so a slice can never pass itself off as the whole population. zero or negative is refused outright, never quietly widened to "all".
Where the cap is off by default that is a decision the op makes, not an oversight. Backup and snapshot listings are absence-check and used as ground truth, and the tool description says it to the model in as many words: a limited listing is NOT evidence of absence, omit the limit for the complete list. Silently shorten those and a model reads a short list and tells you a backup is missing when it is not.
That is the model abstraction you say i lack the expertise to build. Field projection, counted envelopes, typed caps, and a rule about which listings must never be silently shortened because of what a wrong answer costs there.
It ships with tests as well. projection.py, go read it.
This design flaw triggers a fatal logical paradox that completely breaks your lulling "security" claim:
- To run an MCP hypervisor tool safely without massive information leaks, an engineer is forced to use a local LLM.
- Because your bloated architecture instantly drowns the hardware memory and context limits of local LLMs, using them with Proximo is technically impossible.
- Therefore, your tool forces users to send their entire, highly sensitive infrastructure layout (IPs, VLANs, Ceph, storage IDs) to a cloud AI provider.
My first instinct is always SOVEREIGN. OK? Let's just get that out of the way. So your assumptions about design flaw are already skewed because you dont think that's where my head was when I was/have been building Proximo.
Default install, nothing configured: 6 tools on the wire, ~1,514 tokens. that is the entire doorway.
One estate-wide question on top of it: pve_list_guests, 28 guests, 2,128 tokens.
"what is running on my cluster" costs about 3,600 tokens end to end. That fits an 8k local model with half the window still free.
I didn't model that, i ran it. The 12B did the counting test. I also pointed a qwen3:8b at a live cluster as a brand new user, and it worked well enough to find a gap in my own product and tell me about it.
Premise 2 was true when you said it. You measured 128k on July 28 and your lm studio died. You were right, and it was worse than you said, and I told you that. That is why 0.26.0 shipped on july 29, and it is why the number is now 1,514. I was not even considering how many tokens I was burning while building out the product, because, as I said before, I like to build it all the way out and then make it as small as possible. So you called me on it and I immediately checked myself and fixed it and have been downsizing ever since. I figured since nobody was complaining about the tools count, there was no urgency.
You're arguing from a measurement your own bug report retired two weeks ago. Nobody is forced to send anything anywhere. Proximo speaks MCP and every other Protocol currently normalized aka MCP1/2, A2A plus REST.
The power of Proximo is what sits on the other end, and that's the operator's choice, and if that is a local model, it fits now, and will still be more improved in the near future.
Your inability to write a proper abstraction layer has actively prevented the only remaining deployment method that would be architecturally defensible. To use a tool that you market as "safe," users are mechanically forced to leak their infrastructure data to Big Tech.
Answered most of this above, but you are on the Safe issue again. I do not market it as safe, it's just the safest in the car, you know like a seatbelt. Local AI/MCP in the market were missing them.
The readme carries a load-bearing honesty note that says the opposite: risk ratings are an advisory heuristic, not a sandbox. LOW means "no state change", not "safe", and the absence of a HIGH flag is not a safety signal. Review every change yourself, that wording has been there since day one.
The one place "safe by default" appears, it is scoped in the same breath: api-only out of the box, and the two near-root edges are opt-in and say so loudly.
Read SECURITY.md. it says harder things about proximo than you. The in-process gates run as the same os user as the agent they constrain, so if that agent can write to a gate's own state directory it can clear its own gate. In my words, in the repo: these become a real boundary, not just a speed bump, only when their state lives outside the agent's write reach.
Here's the what I will defend. The Proxmox token you mint is the hard floor. Proximo cannot exceed the RBAC grants on that credential, and that is enforced server side by proxmox itself, not by a line of my code. it holds through a prompt-injected agent, a poisoned dependency, or an attacker with a shell in the client. it is the only layer here that assumes my own process might be hostile. You don't have to trust me for it, you can go read the grant proxmox gives back. "mechanically forced" needed premise 2. that was 3,600 tokens ago.
And this is just read-only reconnaissance — let's not even start on destructive write operations, which cannot be magically fixed by a post-crash GitHub commit once a production cluster is wiped.
A commit after the fact does not un-wipe a cluster. UNDO rolls back where proxmox gives me a rollback, and where it does not, it does not. i have never claimed otherwise. Let me explain what actually stands in front of a destructive write, in order.
The token. If the credential you mint cannot destroy, then nothing running as proximo can destroy, no matter what the agent decides. That is the only layer that survives my own process being compromised.
PLAN. No mutation runs on the first call, it returns its blast radius and stops. On by default.
Now the limit, before you go looking for it. By default the thing that confirms that plan is the agent. Independent human authorization is CONSENT, and CONSENT ships OFF. So does CONTAIN, the kill switch. Both are opt-in, and the README and SECURITY.md say so, because a gate the AI's own process can clear is not a boundary.
That is exactly why the token is the answer to your paragraph and Proximo is not. Scope it read only, or scope it to the one write surface you meant to hand over, and the wipe you are describing is not reachable from here. That sound was me clicking the seatbelt.
You cannot verify or secure what you do not understand. This isn't an "adversarial review" to help you debug your project. This is a warning to the community about a fundamentally broken concept. Enjoy your arena.
"you cannot verify or secure what you do not understand." I agree with that completely. It's the reason the ledger is keyed and hash chained, the reason the honesty notes sit in the readme, the reason SECURITY.md says my own in-process gates are a speed bump on a single box, and the reason the one layer I actually lean on is enforced by Proxmox instead of by me. I built it assuming I would be wrong somewhere. that is not a slogan, it is the architecture.
On warning the community: Good. Warn them. Everything in this thread is reproducible. The token counts, the projection, the caps, the trust model, the grant Proxmox hands back. Nobody has to take my word for any of it, or yours. RUN IT.
And look at all we've actually produced in this thread. The RRD text was your find and shipped the same day. The 128k was your measurement and it became 0.26.0 the next day. The task list projection is the third and I named it above before you got to it. Two of your reports are shipped commits and the third is on the way. You said this was not here to help me debug my project. It did anyway.
I'm not arguing with you or anyone about whether I understand my own tool. The code is public, the tests run, and every number in this post can be checked by anyone reading it.
The Arena is open. So is the door.
Builder of
Proximo - The Proxmox MCP you can hand the keys — VE + Backup Server + Mail Gateway + Datacenter Manager on one audited trust core (plan · prove · undo · diagnose). MCP + A2A + API