Sashiko — The AI That Catches Kernel Bugs Humans Already Missed

Posted on Mon 08 June 2026 in GenAI Engineering • Tagged with agentic-ai, linux-kernel, code-review, rust, llm, sashiko

Sashiko (刺し子, "little stabs") borrows its name from a Japanese reinforcement-stitching technique — fabric repaired and strengthened at its points of wear. The metaphor is the whole pitch: an agentic system that stitches over the weak spots in proposed Linux kernel patches before they land. It's written in Rust …


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Using Free Cloud-Based LLMs via Ollama on Ubuntu

Posted on Sun 19 April 2026 in GenAI Engineering • Tagged with ollama, llm, ubuntu, cloud-llm, local-ai, kactii, linux


Ollama is a lightweight, open-source LLM runner. Its :cloud model suffix lets you route prompts to free-tier hosted models — no GPU, no paid API key required. Useful for learning, prototyping, and small projects on modest hardware.

This post covers the full Ubuntu setup: manual install, service startup, chatting with Kimi …


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