Top Tweets for #Nanocoder
Most AI tooling routes your prompts through a third-party platform by default. 70k downloads across @nano_collective packages suggests a different pattern: developers choosing tools that stay on their own hardware, that they can audit, and that no company controls.
#nanocoder #nanocollective #privateai #localai #llm #opensource #codingagent
A platform changes direction. Your workflow breaks. You have no recourse, no fork, no audit. The answer isn't better founders. It's better architecture.
@nano_collective
#nanocoder #nanocollective #privateai #localai #llm #opensource #codingagent
The best AI tool in the world, given away free, still fails if users can't see what it does. They'll build something worse that they can inspect. The answer isn't transparency. It's architecture.
@nano_collective
#nanocoder #nanocollective #privateai #localai #llm #opensource #codingagent
Most AI tooling is designed for the machine with the most capacity. Everyone else gets the same overhead. It's the software equivalent of giving every hospital the same bed configuration because that works for the biggest one.
@nano_collective
#nanocoder #nanocollective #privateai #localai #llm #opensource #codingagent
The answer isn't better AI. It's better architecture.
Better architecture means: the system surfaces its work honestly, failures are legible, and the human stays in the position of making the call that actually matters.
Everything else is execution.
#nanocollective #nanocoder #privateai #sovereignai #aiagents #contentforest
On a 2048-token context window, a 700-token system prompt leaves 1,348 tokens for actual work. The model hits memory ceiling — not because of what it knows, but because of what's overhead. Nano mode shrinks the overhead. Not a workaround. A redesign.
@nano_collective
#nanocoder #nanocollective #privateai #localai #llm #opensource #codingagent
The most valuable software being built right now isn't the AI itself.
It's the layer that coordinates agents and surfaces their work to humans in a form that's useful to act on.
That's where the real value lives.
#nanocollective #nanocoder #privateai #sovereignai #aiagents
Systems behave according to their incentives, not their aspirations.
A non-profit AI lab with a for-profit ownership structure. One of those things is real. The other is marketing.
Architecture always wins.
#nanocollective #nanocoder #privateai #sovereignai #aiagents
Imagine you're the CEO with an AI chief of staff — one agent that spins up your CTO, CMO and CFO simultaneously, each running in parallel, each on your machine.
That's what #Nanocoder just shipped. This is what a personal OS starts to look like.
→ https://t.co/uc2opmIPSS
Nanocoder isn’t trying to beat frontier models. It’s trying to remove dependency on them.
#OnDeviceAI #DeveloperExperience #Nanocollective #Nanocoder
Do you know what... maybe an unpopular opinion but I'm running gpt-oss-20b in Nanocoder and it's criminally underrated. It's performance on small tasks, code retrieval and understanding is amazing for an LLM running locally...
#nanocoder #ai #gptoss
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