#Trail

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4 pages

Chat With Your Site — Update Content, in Multiple Languages, in One Sentence

"Chat with your site" isn't a future vision — it's the screen that greets you at login. 60+ tools, translation on command, and the same engine available as a headless CMS via REST/MCP.

9 min read

Three architectures of agent memory — and why Trail picked Compile

Karpathy, Tan, and Liu all start from the same diagnosis — your agent is a retriever, not a thinker. They reach three different architectures: retrieve (RAG), compile (LLM Wiki), and act (Fat Skills / GBrain). Trail picked Compile, deliberately.

7 min read

Supervised Fine-Tuning: When Should You Train the Model — and When Should You Not?

Supervised Fine-Tuning has become the new buzzword — but it's one tool out of four. We walk the full staircase from prompt engineering through RAG to SFT, and add our own fourth path: Trail, a compile-at-ingest knowledge engine.

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trail

Trail is your company second brain — a living knowledge engine you can chat with and look things up in.

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