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Watching the orchestration unfold
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Watching the orchestration unfold
  • Joined Dec 24, 2025

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curtismercier/README.md

Typing SVG


Most people use AI as a tool. I treat it as an extension of cognition.



// CURRENT FOCUS

⌘ Multi-Agent Orchestration

Frameworks where agents adapt in real-time—stages shift, roles emerge, strategies evolve on the fly.

Not pipelines. Adaptive task forces.

 

∞ Autonomous Coding Agents

Active

Desktop harnesses for AI-driven development. Git worktree isolation, self-validating QA loops, Linear sync.

Agents that build while you sleep.

 

{*} AI-Native Ecosystem

In Progress

A constellation of tools that feed each other—landing pages in seconds, videos from scripts, marketing that runs itself. Products with gravitational pull.

An ecosystem with its own gravity.

 

>|< Token Compression

Testing

Context windows fill up fast. This fixes that. 80% token reduction on code I/O, 2.5× compression on session history. Do more with less.

Same quality. 2× efficiency per token.

 

>_ Claude Code Tooling

Refactoring

Session management, real-time statuslines with cost tracking, memory systems for persistent project context.

Developer tools for AI-native workflows.

 

)>_ STC Voice Oracle

In Progress

Speech-to-Code voice interface for your codebase. Ask questions, get answers, build faster. Your code, conversational.

Your project, embodied.

 


More details when it launches.

// PHILOSOPHY

Tools are separate from you. You pick them up, use them, put them down.

Extensions are you—operating in parallel across domains you couldn't reach alone.


The goal isn't automation. It's amplification.

The distance between intention and execution should approach zero.


// TECH STACK

AI & ML Claude Gemini LangChain

Frontend React Next.js TypeScript Vite Tailwind

Backend Python FastAPI Node.js

Data & Infrastructure PostgreSQL Redis Docker Linux


// STATS


// RECENTLY STARRED


Stepping out of the shadows.

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  1. curtismercier curtismercier Public

    Profile README

    Python