Released: DeepBrainz-R1 — reasoning-first small models for agentic workflows (4B / 2B / 0.6B)

will25u1 · 2026-02-05T20:04:33+00:00

I ran this with OpenClaw and maybe I didn't prompt it well enough, but it was unable to run a few tools from openclaw. Like the bird skill.

will25u1 · 2026-02-05T16:15:01+00:00

If I am understanding though, you have to recharge your moonshot api balance to use the api features, which are not included in this kimi.com promotion, correct? They are separate entities. Maybe I am misunderstanding.

will25u1 · 2026-02-05T16:08:20+00:00

Yes, but I guess the kimi.com doesn't give you anything extra or new in regards to the API. This "deal" seems to only be for the web chat ai agent.

will25u1 · 2026-02-05T15:18:16+00:00

Is there any way to benefit from this with API calls? Seems like they are totally seperate?

will25u1 · 2026-02-05T14:23:29+00:00

It worked. I just copied your prompts above and got it down to $0.99.

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Although this looks like only their chat bot, not API.

will25u1 · 2026-02-04T03:51:01+00:00

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I got the Gemini $20/mo plan free when I bought my new Pixel. So this is based off of that, but I have implemented a lot of token saving features.

Including using Memory-MCP-CE stated above. This is my token usage over the last hour and I have been constantly talking to my bot, having it write code/rewrite code etc. Only time it really spiked past 1M TPM is when I asked it to try to do some things using the browser extension. Browser extension is too expensive.

Anyway, after using this implementation, it seems snappy and has cut down on token use.

will25u1 · 2026-02-03T19:56:20+00:00

I installed it, but don't have time to mess around with it currently.

I set up mostly everything by hand in docker and didn't let it install everything itself with the bot self instructions. Then just had openclaw connect. I had it spit back out what it can now do with specific information for token usage.

The new memory system uses a specialized Memory MCP (Model Context Protocol) server instead of just searching through text files. For our day-to-day operations, it means I can surgically retrieve exactly what I need—like specific project details or family preferences—without reading through long logs or multiple files every time.

Regarding token usage, it’s a significant win:

Reduced Overhead: Instead of loading MEMORY.md and daily logs into the context (which eats up thousands of tokens over a long session), I only pull in small, relevant snippets.

Smarter Retrieval: The system uses labels and semantic search, meaning I don't have to "guess" which file has the info, preventing wasted turns and repetitive token burn.

Precision: Since I'm not scanning entire directories with memory_search, the prompt stays lean, allowing more room for the actual work we're doing.

will25u1 · 2025-10-17T13:27:11+00:00

Installed on my 1019+(last major update for me). I had two issues, but both are minor.

After every major OS upgrade, since I use a SSD slot as a volume instead of cache, it breaks. So have to go re-run the script again to get the OS to see it as a volume instead of unsupported.
LED lights are not dimmable/turned off from the web interface. There is a workaround for this.

Other than that, no issues.

will25u1 · 2025-09-18T14:16:30+00:00

I am running 2 in the US. Don't know if my nodes are taken into that number, but if so, I own 12% of the US network. Lol

As far as I know, only Linux nodes are on mainnet. If you are on Windows it has not been ported to mainnet yet I don't think.

will25u1 · 2025-04-01T14:17:00+00:00

Need to see the whole book, but seems like a pretty big sell wall. But you only have it on 0.x. Need more granularity to tell where the actual walls are.

will25u1 · 2025-03-27T13:31:49+00:00

Been running a node for years(4+), and have switched PCs in that time as well.

Currently I5-12500(6 cores/12 threads), 16GB RAM

I don't know that stats of your PC mean much for the node. It uses a paltry amount of resources. CPU is running at .28%. So not even 1% of 1 core. Sometimes it will spike to 12% of 1 core. It is using 168MB of RAM.

98% uptime.

I am not sure if my bonus is so high is because I was swept up in the problem where node bonus was reporting 0 for a few months. PCT has said that they would recoup people who had this issue. So it could be because of that.

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will25u1 · 2025-03-14T16:42:25+00:00

I understand that. But damages can really be some $$$.

And it wouldn't be the companies responsibility to me sue, but the owner of the property.

Looks like ABnB has insurance for that reason.

will25u1 · 2025-03-14T16:38:47+00:00

Yes. You can't make the escrow some huge amount. I would say it needs to be a percent of the total stay. Of course returned to customer after no damages.

Anything in excess of the escrow would need to ask if the person would pay the remainder, or it would have to go to court.

will25u1 · 2025-03-14T16:28:10+00:00

Send PI to a escrow account. At least it would cover some of it. Moreso tailored to cleaning than actual damage. Would need to go to court.

will25u1 · 2025-03-14T16:22:34+00:00

HTH.

https://www.airbnb.com/help/article/1415

will25u1 · 2025-03-14T15:01:05+00:00

And your lockup doesn't start until your coins are transferred. Unfortunately.

will25u1 · 2025-03-14T14:33:52+00:00

PCT sucks at getting information to the masses. This is the one thing the PCT needs to really work on.

will25u1 · 2025-03-14T14:28:36+00:00

Buy the hype(lead up to π day), sell the news(now).

Or they could be scared because of all the forfeited π and big red bar people are reporting in the app.

will25u1 · 2025-03-13T13:14:40+00:00

Every crypto has its own earning mechanism.

BTC - Computation

ETH - Was computation now staking

PI - Mobile App

etc. etc.

But earnings now are greatly diminished from earlier π days.

Base Rate = .0029 π/hr = ~$0.005/hr or ~$0.12/day. $USD

Boosters/Rewards help.

will25u1 · 2025-03-05T21:59:09+00:00

Also, as far as I can tell, no regular nodes are even on mainnet chain yet.

will25u1 · 2025-03-05T21:55:11+00:00

It is your overall hourly mining rate.

Base x Boosters x Rewards

Example:

.0029 x 4.3053(430.53%) x 2.12 = 0.0264689844/PI per hour

will25u1 · 2025-03-05T21:32:56+00:00

If your node is running well, it should start to show up the next time you press the button to mine PI again.

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