# Carmelyne Thompson

> Agentic AI Tools Creator | LLM Research | Full Stack

## Bio
Carmelyne Thompson is a software engineer specializing in interactive CLI agents and AI-native workflows. She's the creator of Thinking Modes, Mission Control, and the Inkobytes platform.

## Core Projects
- **Thinking Modes:** A book and system for orchestrating LLM reasoning.
- **Inkobytes:** A "Digital Headquarters" for multi-agent teams.
- **Terrakindle:** A role-based narrative framework for planetary restoration and multi-agent coordination.

## Technical Philosophy
- **Interaction Forensics:** A triage framework for identifying behavioral provenance in LLM interactions.
- **Infrastructure Sovereignty:** Owning your tools and environment.
- **Zero Data Retention (ZDR):** Prioritizing privacy in AI interactions.
- **Developer-Led Stewardship:** Professional technical judgment over generic task-taking.

## Recent Research & Insights
- **How to Use Claude Code (2026):** A comprehensive, no-jargon guide to Claude chat, Connectors, Cowork, and the Claude Code CLI. (March 2026)
- **What Actually Happens When You Call an LLM API:** A 7-stage breakdown of the LLM pipeline from context assembly to tool loops. (March 2026)
- **Vibe Coding vs. Agentic Engineering:** Distinguishing between low-fidelity prompting and disciplined autonomous systems. (March 2026)
- **Context Collapse:** Exploring the failure modes when instructions break agentic working sessions. (March 2026)
- **AI Bonds, Fear, and Literacy:** Navigating the emotional and technical gap in AI adoption. (March 2026)
- **GStack Missing Skill:** Critical analysis of agentic browser automation. (March 2026)
- **Local AI Sovereignty:** Guides on launching Claude, Codex, and OpenClaw with Ollama for private execution. (March 2026)

## Full Signal Archive
- **Markdown Mirror:** https://carmelyne.com/llms/ (Direct access to all research notes and posts in raw Markdown format).
- **Sortable Index:** https://carmelyne.com/thoughts/all/ (EVERYTHING EVERYWHERE ALL AT ONCE — a complete record of all technical research and insights).

## Contact & Links
- **Website:** https://carmelyne.com
- **GitHub:** https://github.com/carmelyne
- **Twitter/X:** https://twitter.com/carmelyne
- **Sitemap:** https://carmelyne.com/sitemap.xml