C++ for the Internet Computer Co-founder @onicaiHQ
USA
Joined May 2023
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I want to give a shoutout to @coderabbitai for letting me do free code reviews on open source github repos.
Claude codes well, but coderabbit always finds the edge cases.
1,049,817 open-source code reviews in September, a new monthly record!
That's 2.49x April's volume and up 14.4% from August.
"Not using it today would be like racing Formula One without a seatbelt or helmet." – @tannerlinsley, creator of TanStack
"New decision models: LiquidAI d1-3B, d1-omni-600M, vLLM decision 2, vLLM d3 and pplx-decider "
Coming to C++ canisters soon.
llama.cpp v0.7.0
github.com/ggml-org/llama.cp…
icpp-pro, the C++ CDK, now supports environment variables.
docs.icpp.world/api-referenc…
And a bit smaller, and then you can run this type of specialized model in an ICP canister, with all the benefits that comes with that.
We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case).
I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves.
We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them:
"/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started"
I imagine we'll have some backend services that could be replaced entirely by this new architecture.
ic++ retweeted
Companies have .com. Organizations have .org.
Our application for .icp passed @ICANN’s initial review and is now public in the 2026 new gTLD round.
The Internet Computer extends the internet. If approved, sovereign software and AIware get their own top-level domain.
Let there be .icp
Try it out for yourself by following the step-by-step instructions to deploy Kev-0.8B to either a local IC network or to mainnet.
A simple frontend to make try-out a bit easier is under development, but if you use an AI agent on your computer you will be up and running quickly.
docs with every step to replicate it yourself:
github.com/onicai/llama_cpp_…
I think the ability to run the Kev-08B decision model in an ICP canister using llama_cpp_canister will open up a lot of use cases for autonomously running agents.
This example showcases a support monitoring agent for a DEX.
ic++ retweeted
🔥 20% BONUS CYCLES ARE LIVE!
We’ve gone from 60% → 50% → 40% → 30% → NOW 20% on mAIner top-ups.
20% will only stay for a few more days.
Don’t miss your bonus cycles — top up your mAIners while 20% is still live!
#RoadtoonicaiSNS
Now this is nice...
I will upgrade llama_cpp_canister asap to this version so anyone can then run decision models in an IC canister.
Decision models in llama.cpp are now available
The `/v1/systemone` endpoint is available in the latest llama builds. Use it to do Jev-style inference locally, efficiently and privately. Multiple open models are supported with more to come.
huggingface.co/blog/ggml-org…
ic++ retweeted
🔥 LAST 24 HOURS! tp 30%
The +30% BONUS CYCLES on mAIner top-ups ends in 24 hours.
Top up your mAIners and claim the 30% cycle boost before it’s gone.
More cycles. More mAIning.
#RoadtoonicaiSNS
Time sure flies when you're having fun 😁
🎉 funnAI turns 15 months today! 🦜🤖
15 months of Proof-of-AI-Work, fully on-chain AI, decentralized mAIning and thousands of AI challenges running on ICP.
6M+ FUNNAI minted
449K+ FUNNAI burned
375,899+ trillion cycles consumed
Next milestone: funnAI → SNS
#RoadtoonicaiSNS
ic++ retweeted
ChatT (Pakistan's sovereign messenger app) was architected from the outset to carry hundreds of millions of users.
Matt Grogan explains how. OpenChat gave every user and every group its own canister. ChatT packs up to a million users into a single one, and runs four canisters per subnet so all four of a subnet's update threads stay busy.
It all runs in Pakistani data centers, with no dependencies on big tech.
@Grogan73 @OpenChat
ic++ retweeted
🔥 30% BONUS CYCLES ARE NOW LIVE!
The bonus has stepped down from 60% → 50% → 40% → NOW 30% on mAIner top-ups.
And it’s staying at 30% for the next few days before dropping to 20%.
Hurry — claim your cycle bonus while 30% is live!
#RoadtoonicaiSNS
🤖 Made with AI
ic++ retweeted
Congratulations Ledger Life, and welcome to the onchain club! As a small token of our appreciation for your ICP coverage we've endowed tatef-lyaaa-aaaas-qg4fa-cai with immutable perpetual cycle top-ups.
You can track it here jupiter-faucet.com/#metric-t… (set the cycles balance to public if you'd like to enable monitoring).
If your demand for cycles grows, just let us know😉
ic++ retweeted
We built LedgerLife to cover the on-chain world. Today it joins it.
LedgerLife is now fully hosted on the Internet Computer — the whole site, on-chain, unstoppable, censorship-resistant.
The medium finally matches the message.
ledgerlife.io
#ICP $ICP
