# Writing on AI · Jay Shah

Posts filed under AI. The full index is at https://jshah.dev/writing/.

## Posts

- [Everyone Should Have a Personal AI Wiki](https://jshah.dev/ai/2026/08/31/everyone-should-have-a-personal-ai-wiki/) (31 Aug 2026 · AI): A personal wiki that an AI compiles and maintains, built on Karpathy's pattern, and how to set one up yourself.
- [Just Talk to It](https://jshah.dev/ai/workflow/2026/06/25/just-talk-to-it/) (25 Jun 2026 · AI): Why I dictate my prompts to LLMs instead of typing them, and why the results are better.
- [The AI Headcount Equation](https://jshah.dev/ai/2026/06/15/the-ai-headcount-equation/) (15 Jun 2026 · AI): A look at the real costs of adopting AI: the headcount cuts that fund it, the extra output you get back, and why the payoff is so hard to measure.
- [The Iterative Developer in the AI Era](https://jshah.dev/ai/developer-tools/workflow/process/2026/05/19/the-iterative-developer-in-the-ai-era/) (19 May 2026 · AI): Why shipping an imperfect first draft works so well with AI tooling, and what a company must do to support it.
- [My AI Dev Workflow](https://jshah.dev/ai/developer-tools/workflow/2026/04/07/my-ai-dev-workflow/) (07 Apr 2026 · AI): A layered AI development setup: Claude Code as the foundation, with custom skills, plugins, MCP servers, and multi-agent orchestration on top.