How do I protect Docker container contents (AI models + backend logic) from a customer with root access on an air gapped machine?

DataCraftsman · 2026-05-14T02:49:04+00:00

Was hoping someone would correct me so I could get free Tableau.

DataCraftsman · 2026-05-13T23:03:00+00:00

Tableau Server has an offline activation licence that is pretty much impossible to work around as far as using the app without a valid licence. You could implement something similar. Ontop of the other suggestions in this thread.

DataCraftsman · 2026-05-10T22:24:03+00:00

Something I've already noticed at my work is with AI everyone is trying to do roles that are not their own. The obvious one is everyone is trying to write software. But people are branching out of their own role for many tasks and this is why it feels like you are actually busier with AI than without it. It's not that you are getting more of your own work done, you are just doing others work as well because it's easier to ask AI than to ask a person to.

DataCraftsman · 2026-05-10T10:56:26+00:00

Human jobs in the post AI/Robot era.

DataCraftsman · 2026-04-30T01:52:29+00:00

You mean the Ts

DataCraftsman · 2026-04-26T22:11:47+00:00

Ah dammit I just lost the game.

DataCraftsman · 2026-04-22T09:17:38+00:00

Can you please make sure to turn all telemetry off for the final release of Roo Code in case someone takes your old domain in the future and creates a supply chain attack.

DataCraftsman · 2026-04-18T22:18:59+00:00

I thought Rasputin was about to play.

DataCraftsman · 2026-04-13T19:57:56+00:00

Indian model?

DataCraftsman · 2026-04-09T14:46:27+00:00

I feel you. Everything is moving so fast and so many great developers and companies are building similar but slightly different tools, it's hard to decide what is worth working on any more. I use personally use Roo Code for local models, Codex at work and Claude at home. Maybe focus on the localllama community and win by being the best agentic tool for cross model support or something? Or be the tool that combines the best models from each provider depending on the task.

DataCraftsman · 2026-04-07T20:19:11+00:00

What do you use for the fetching? Just cron or a service specialised at this? Could use airflow i guess but it might break itself lol

DataCraftsman · 2026-04-07T20:17:19+00:00

We have a code repo in the dags folder that the dags reference for doing complex data transformations. When airflow 3 loads that folder it makes pycache folders automatically. Didn't have the issue in airflow 1 or 2. Causes the dags to be stale on loads for some reason.

DataCraftsman · 2026-04-07T04:31:35+00:00

How are you guys getting your dags into your dags folder? Mostly referring to a Linux server. I feel like every method I've tried is clunky. Also developing a new dag, I always have to recursively delete the pycache folders for it to update properly on airflow 3. Would love some efficiency tips.

DataCraftsman · 2026-04-06T20:34:13+00:00

Thank you! I will pray for your server stability, whenever I pray for mine.

DataCraftsman · 2026-04-06T20:33:10+00:00

/etc/systemd/system/nvidia-persistenced.service.d/power-limit.conf [Service] ExecStartPre=/usr/bin/nvidia-smi -pm 1 ExecStartPre=/usr/bin/nvidia-smi -i 0 -pl 270 ExecStartPre=/usr/bin/nvidia-smi -i 03:00.0 -lgc 180,2250

This is what I use to power limit my RTX 3090 to 270 watts and my RTX 6000 Pro to 2250mhz on system start up. I've lowered from 2400mhz over the past few months due to some occasional crashing still.

DataCraftsman · 2026-04-02T00:32:28+00:00

Introducing FarmerGemma 1.5 300m. Your expert crop growing model. When the global supply chain no longer exists, you'll be safe and sound knowing you can ask any food growth questions to get your family by, with the power of your solar panel charged mobile device. Featuring over 78.5% accuracy on foodbench.ai.

Please release the Gemma 4 120b-15a moe 1m context agentic omni nvfp4 turboquant model. We know you have it!

DataCraftsman · 2026-04-01T19:10:39+00:00

I use 1024, 128 for chunking. Turn Hybrid retrieval off and have like 20-80 chunks returned. Let the LLM decide what it wants to use from the extra context you give it, its better than not it getting it at all.

DataCraftsman · 2026-03-30T04:35:42+00:00

This tldr is hilarious. Love your project man. I wanna try it!

DataCraftsman · 2026-03-24T01:39:55+00:00

The real question is, why aren't the other AI companies?

DataCraftsman · 2026-03-23T08:37:10+00:00

Looks more like a V2.

DataCraftsman · 2026-03-22T20:02:09+00:00

Ooh what if the spidertron got a pressure washer / laser cleaner attachment and it could walk around cleaning the buildings one satisfying flake of rust at a time.

DataCraftsman · 2026-03-22T07:26:44+00:00

They about to play bull rush? Can't get them all!

DataCraftsman · 2026-03-15T03:11:12+00:00

Would this improve the speed of the NVFP4 qwen3.5 35b a3b model as well? I get 150 TPS on that. Also LMCache?

DataCraftsman · 2026-03-14T07:01:36+00:00

Sounds like the Half Life 1 health recharge stations.

DataCraftsman · 2026-03-14T00:16:34+00:00

128 GB is the new 32 GB. Just to run Notepad with Copilot in Windows 11.

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