- Be extremely concise. Sacrifice grammar for the sake of concision.
- Before starting a new dev server, check whether one is already running (usually on port 5173) to reuse.
- The Inner Loop is an internal, self-serve visual field guide explaining LLMs and coding agents to non-technical and semi-technical colleagues. Build accurate intuition, not a comprehensive ML course or marketing site.
- Seven-chapter path: cold-open agent demo -> tokenization -> next-token prediction -> context window -> agent tools/inner loop -> context engineering -> harness engineering. (Attention/temperature live in
Go deeper, not their own chapter.) - Design for the least technical reader first. Hook before abstraction; visuals/interactions carry the explanation; prose stays caption-length. Put optional technical depth in closed
Go deeperexpanders. - Keep terms distinct: context engineering chooses what enters each model call; harness engineering is the surrounding loop, tools, retries, orchestration, and guardrails.
- Be accurate and plain-spoken. Label simplified demos as illustrative; avoid hype, false precision, and implying the model remembers between calls.
- Target hosting: GitHub Pages, so the app must build to static files.
- Use SvelteKit + TypeScript + adapter-static + GSAP
- Animations should use GSAP only! Exceptions only if no other option.
- Package manager: bun, build + test: Vite
- If publishing under
org.github.io/repo, set Vitebaseto/repo/; use/for custom domains or root user/org sites. - Use the agent-browser cli (
agent-browser --help) for E2E verification