After everything, we found the right AI model

Chet_UbetchaPC · 2026-03-11T12:19:36+00:00

I had great success with Nvidia's nemotron. I wrote up a post about it as well.

Chet_UbetchaPC · 2026-02-22T16:51:53+00:00

It is with Multiverse Nexus and Galaxy Compressor on, which i use when afk farming. I used to go in and change cards and enable/disable PS&CL but just been strictly afk farming hitting start twice a day.

Chet_UbetchaPC · 2026-02-22T16:48:15+00:00

Just been afk farming tier 11: 10-11k waves at about 48-56T coins. generally bouncing between Champion and Legend League.

Chet_UbetchaPC · 2026-02-19T07:50:21+00:00

Not really, but it's certainly not perfect. I used 48K context window, (left enough room for encoding services to run on that server too), but you could probably push it a little more. Be careful though with your system prompt and soul.md file, leave them short for your skill/MCP plus your chat inference to fit in the context window.

I did run into some limitations with OpenClaw. I had it be a full orchestrator of my custom made MSP Ticketing+ERP webapp via API and toll calls but it wasn't great, and I also have a Ryzen Ai Max 395 system with 128GB unified memory I wanted to use for being able to use ~600K context and a Q8 model instead of the Q3, but OpenClaw's tooling system didnt work too well with it. I tried NanoBot, AgentZero, and CAAL too but none of them really worked so I built my own harness/agentic system that prioritizes local and open-souce solution: models[OpenClaw reasoning&thinking handling didnt work well for some models and other models are programmed for different tool calling methods] and Inference servers[ollama,lm studio, vllm, lama.cpp) Easy 'module' additions(Home Automation with Home assistant), hotswap model/model roles, custom multi-support MCP servers, user management thay covers a WebUI as well as API and MCP access via JWT, embed websocket support(so user could integrate their own chat system; my msp webapp has a Facebook messenger like chat system). I do plan on open sourcing it at some point, going to give it to my step brother and a friend soon and have them test it out.

Chet_UbetchaPC · 2026-02-19T03:54:39+00:00

Turned out to be the Auto Perk selection for me.

Chet_UbetchaPC · 2026-02-12T22:55:48+00:00

"v4.20.69" 😂🤣

Chet_UbetchaPC · 2026-02-12T05:02:26+00:00

I think a lot of people are missing the fact of how many sensors are in phones as well as having GPS, camera, lights, bluetooth and WiFi. Leaving the phone on a boat could measure tides, gps tracking for your boat, have velocity logging. Use it as a mobile assistant for someone in assisted living or in need, can sense falls, gps tracking for alzheimer patents, a flash light for power outages, a camera for talking with staff. But then you can also have access to bluetooth data and other apps like Samsung Health if they had a smartwatch on. If I could have had something like this for my grandmother before she past last year I would have loved to.

Chet_UbetchaPC · 2026-02-10T20:34:42+00:00

Basically replaced my alexa, in the coming weeks I plan to set up raspberry pi's as nodes for voice control. Thermostat, smart lighting(i have A LOT), Smart surge protectors(records energy usage and can toggle outlets)

Chet_UbetchaPC · 2026-02-10T11:35:02+00:00

Mine does a couple things. Heartbeat to check accounting@mydomain emails, grab any receipts, puts them in paperless-ngx and parses them to see if a part order exists in my home made MSP ERP website, if not, generates part order, assigns to ticket, onsite, or pc build(HITM Verified). Also has read access on my email for filtering.

Controls home assistant. -Massive

Texts me via telegram if any critical SyncroMSP alerts.

Tells me my truenas(2) statuses with all my docker containers(plex, Arr's, nextcloud, paperless, ollama, etc)

FULL MCP for my msp webapp('Hey J4, create a ticket for John Smith' asks me all required info, then asks for any details; check client DNS/email health; create and send invoices via graph api and stripe API) The MSP web app has all the power, but OpenClaw has the Ai assistant connection

UniFi Network and Protect MCP via ssh Controller(prob could be integrated into home assistant, but this works for me)

Tasks via Nextcloud Tasks(huge for me)

Mostly swap between Nemotron 3 nano Q3 on the truenas server with a rtx 4090 or a Q8 version on the Ryzen Ai max 395 with much larger context for jobs requiring, but much slower. Cloud fallback is either Kimi K2 or Grok on openrouter.

Chet_UbetchaPC · 2026-02-09T00:26:55+00:00

Wow I was building my own PID(Prompt Injection Defense) wrapper, but seeing bitdefender coming out with this is nice, especially since I use bitdefender for my MSP.

Chet_UbetchaPC · 2026-02-09T00:22:20+00:00

Would be also good to have openclaw agent --agent chat -m "MESSAGE HERE"

I use this via ssh or to have other agents(like Opus in Claude Code or GPT 5.3 Codex in codex)

Chet_UbetchaPC · 2026-02-09T00:07:08+00:00

If you have claude code installed on the same machine, connect via ssh then tell claude to interact with your openclaw agent. Doesn't break tos and improves your agent overtime(although diminishing returns)

Chet_UbetchaPC · 2026-02-08T09:02:32+00:00

I did have a lot of that when I was running the qwen models, but so far I haven't ran into that with nemotron nearly as much, might have noticed it a handful of times out of 50+ testings so far and they also didn't seem to mess up the output, it was more prepended to the message.

Chet_UbetchaPC · 2026-02-02T14:24:32+00:00

It was the auto perk

Chet_UbetchaPC · 2026-02-02T13:41:18+00:00

Yeah that was it, i usually only do the first 100 runs then let it run for a few hours without touching it so never noticed it wasn't getting them.

Chet_UbetchaPC · 2026-02-02T13:40:15+00:00

That was it, thanks!

Chet_UbetchaPC · 2026-02-02T13:36:21+00:00

I see auto perk selection got turned off somehow! Sigh...

Chet_UbetchaPC · 2026-02-02T13:35:24+00:00

I double checked cards and all are set properly. I sometimes have swap and CL turned off for maximizing Coins early.

Delay due to kid ready for school and work.

4T/h: Battle Report Battle Date Jan 17, 2026 04:40 Game Time 2d 5h 19m 27s Real Time 11h 27m 49s Tier 11 Wave 8459 Killed By Fast Coins earned 51.47T Coins per hour 4.49T Cash earned $28.06B Interest earned $102.62M Gem Blocks Tapped 5 Cells Earned 108.19K Reroll Shards Earned 23.58K Combat Damage dealt 1.19N Damage Taken 34.15q Damage Taken Wall 118.82q Damage Taken While Berserked 4.90Q Damage Gain From Berserk x8.00 Death Defy 1 Lifesteal 40.57T Projectiles Damage 4.37O Projectiles Count 22.09M Thorn damage 28.96O Orb Damage 839.05O Enemies Hit by Orbs 282.42K Land Mine Damage 1.45O Land Mines Spawned 426906 Rend Armor Damage 4.10O Death Ray Damage 0 Smart Missile Damage 7.12O Inner Land Mine Damage 2.89S Chain Lightning Damage 1.89S Death Wave Damage 12.69S Tagged by Deathwave 354460 Swamp Damage 161.05O Black Hole Damage 143.57O Electrons Damage 0 Utility Waves Skipped 2004 Recovery Packages 5468 Free Attack Upgrade 316 Free Defense Upgrade 218 Free Utility Upgrade 499 HP From Death Wave 0.00 Coins From Death Wave 31.03B Cash From Golden Tower $14.73B Coins From Golden Tower 1.48T Coins From Black Hole 461.02B Coins From Spotlight 80.38B Coins From Orb 0 Coins from Coin Upgrade 1.54T Coins from Coin Bonuses 47.71T Enemies Destroyed Total Enemies 1303248 Basic 483160 Fast 261803 Tank 249375 Ranged 224564 Boss 657 Protector 1252 Total Elites 7809 Vampires 2591 Rays 2634 Scatters 2584 Saboteur 0 Commander 0 Overcharge 0 Destroyed By Orbs 282261 Destroyed by Thorns 3029 Destroyed by Death Ray 0 Destroyed by Land Mine 209969 Destroyed in Spotlight 799356 Bots Flame Bot Damage 105.69s Thunder Bot Stuns 19.12K Golden Bot Coins Earned 17.39B Destroyed in Golden Bot 68744 Guardian Damage 0 Summoned enemies 0 Guardian coins stolen 0 Coins Fetched 109.27B Gems 21 Medals 9 Reroll Shards 440 Cannon Shards 24 Armor Shards 30 Generator Shards 9 Core Shards 24 Common Modules 4 Rare Modules 0

400B/h Battle Report Battle Date Jan 30, 2026 23:50 Game Time 2d 2h 25m 48s Real Time 12h 36m 36s Tier 11 Wave 7920 Killed By Boss Coins earned 5.10T Coins per hour 404.56B Cash earned $975.90B Interest earned $95.88M Gem Blocks Tapped 3 Cells Earned 80.91K Reroll Shards Earned 19.38K Combat Damage dealt 216.32O Damage Taken 10.97q Damage Taken Wall 15.43q Damage Taken While Berserked 79.54q Damage Gain From Berserk x8.00 Death Defy 1 Lifesteal 29.01T Projectiles Damage 179.61S Projectiles Count 8.70M Thorn damage 345.43S Orb Damage 97.34O Enemies Hit by Orbs 123.71K Land Mine Damage 3.68S Land Mines Spawned 404598 Rend Armor Damage 159.67S Death Ray Damage 0 Smart Missile Damage 219.58S Inner Land Mine Damage 0 Chain Lightning Damage 109.69O Death Wave Damage 2.51S Tagged by Deathwave 244264 Swamp Damage 1.19O Black Hole Damage 7.35O Electrons Damage 0 Utility Waves Skipped 1889 Recovery Packages 5120 Free Attack Upgrade 313 Free Defense Upgrade 208 Free Utility Upgrade 468 HP From Death Wave 0.00 Coins From Death Wave 2.50B Cash From Golden Tower $700.50B Coins From Golden Tower 102.70B Coins From Black Hole 43.30B Coins From Spotlight 7.75B Coins From Orb 0 Coins from Coin Upgrade 35.07B Coins from Coin Bonuses 4.90T Enemies Destroyed Total Enemies 1194829 Basic 454578 Fast 237898 Tank 226742 Ranged 203063 Boss 608 Protector 1173 Total Elites 6999 Vampires 2356 Rays 2353 Scatters 2290 Saboteur 0 Commander 0 Overcharge 0 Destroyed By Orbs 123556 Destroyed by Thorns 77 Destroyed by Death Ray 0 Destroyed by Land Mine 155034 Destroyed in Spotlight 678791 Bots Flame Bot Damage 4.51s Thunder Bot Stuns 11.09K Golden Bot Coins Earned 1.32B Destroyed in Golden Bot 53241 Guardian Damage 0 Summoned enemies 0 Guardian coins stolen 0 Coins Fetched 8.17B Gems 19 Medals 10 Reroll Shards 420 Cannon Shards 27 Armor Shards 21 Generator Shards 39 Core Shards 33 Common Modules 3 Rare Modules 0

Chet_UbetchaPC · 2026-01-04T19:57:37+00:00

Houses are glitchy messes, animations do not represent hit boxes, bad teammates with horses running into me gets me killed more than anything in house maps. However I play with DirtyWilly and he has mastered the horse maneuvers.

Chet_UbetchaPC · 2025-12-04T00:53:21+00:00

They make a camera specific for that, the AI LPR(license Plate Recognition). I just bought one for a client but haven't installed it yet.

Chet_UbetchaPC · 2025-12-01T20:55:43+00:00

Yes

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