# [[Following the blinking cursor - multithreaded learning with AI]]
## Details
Conference:: [[Grafana Labs PD Expedition 2025]]
Date:: [[2025-09-18]]
Length:: 10 mins
## Abstract
How can we make vibe-coding more systematic and robust? Here are a few things I've implemented (and a few things I haven't) that have enabled me to contribute code I didn't write.
## Structure
- The problem: All LLMs have context windows.
- Claude 3.5 Sonnet: 200k, 300 pages
- GPT-5: (API) 400k, 600 pages
- BUT:
- Attention mechanisms have their limits. Performance degrades
- Input AND output tokens count towards limits.
- The nature of the text matters (more technical context requires more tokens)
- The higher the token amount, the higher the cost.
- Solution: Rules
- Project rules (`.cursor/rules`)
- User rules (global)
- Agents.md
- Sub-agents
-
## Resources
- Liminal Warmth. (2025). *Vibe-weaving 101: Multithreaded Vibe-Coding*. Retrieved from https://liminalwarmth.substack.com/p/vibe-weaving-1001-multithreaded-vibe
# Excalidraw Data
## Text Elements
Problem: All LLMs have context windows ^yzXnXTto
200k, 300 pages ^BUsG5zFJ
(API) 400k, 600 pages ^IXTQlWY5
performance ^Bl9LQJjI
cost ^ul7T4Gu3
Problem: All humans have context windows ^iAtSqrXv
User rules
Project rules
Agents ^RJmWyaVa
User rules ^iw95pBGb
global, set in Cursor ^b3nGvvFh
Project rules ^Pfjil8GD
(.cursor/rules/*.md) ^KYemlDFq
"How I work" ^WETBJky8
"How we work (on this)" ^NgAnihuh
Act as the "Writer" agent from agents.md.
Follow helm-testing.md. Confirm your role.
^7Q7iS9o8
Problem: AI is hard to fact-check ^ws04dyFW
AI as judge ^vSt2GlSb
Agents ^PtczxRYe
(.cursor/agents) ^4OUrDn9h
"Who we bring in" ^FJdFADGR
Beginner/Advanced/Expert User
Voice Keeper
Video Script Pacer
Slide Creator
Visual Thinker
Principles/Applications-First Thinker
SEO Marketer ^CCnNr9vk
Following the Blinking Cursor ^Vw9jtLep
Multithreaded learning with AI ^vvyz5IwE
## Element Links
QzmyLSxV: [[Helm testing project rules]]
NOTv9X9D: [[Helm testing agents]]
## Embedded Files
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%%
## Drawing
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A===
```
%%