Suggest edit — AI tooling and research

Title

Name

Note

---
ideas:
- overnight-app-grinder
- agents-md-research
- llm-behavior-improvement
- llm-physical-intuition
- flapping-airplanes
- quality-search
- fact-checker
- ai-onboarding
- ai-conversationalist
- ai-agent-reply
tags:
- ai
- tools
- research
- agents
title: AI tooling and research
type: idea-cluster
visibility: public
---

# AI tooling and research

ideas about making AI itself better, and meta-tools for using AI to build things. the [[overnight-app-grinder|overnight app grinder]] is the most practical — autonomous overnight coding that cycles through accounts and logs blockers. the [[agents-md-research|AGENTS.md research]] and [[llm-behavior-improvement|LLM behavior improvement]] address the prompt engineering and reliability side.

on the research end, [[llm-physical-intuition|LLM physical intuition]] and [[flapping-airplanes|training efficiency]] represent deeper questions about AI capability. the [[ai-conversationalist|AI conversationalist]] and [[ai-agent-reply|AI agent reply]] explore making AI more natural and autonomous in social contexts.

the common thread: AI is powerful but still frustrating to use. these ideas attack that frustration from multiple angles — better prompting, better training, better tooling, and better autonomy.