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Field Notes7 Entries
Blog
Patterns, lessons, and observations from building autonomous AI systems.
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Why Claude Code Is the Best Foundation for Autonomous AI Development Agents
After testing GPT-4 Codex, Gemini Code Assist, and GitHub Copilot as orchestration foundations, we chose Claude Code. Here's the technical reasoning.
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The Telegram Bridge: How to Control AI Coding Agents from Your Phone
Ace's Telegram Bridge lets you manage a fleet of autonomous AI coding agents from anywhere. Approve decisions, check progress, send commands — all from your phone while the sprouts keep building.
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5 min read
Ace vs OpenClaw vs ZeroClaw: AI Orchestration System Benchmarks 2026
We benchmarked three AI orchestration systems — Ace, OpenClaw, and ZeroClaw — across project setup time, parallel session limits, deployment success rate, and cost per project. Here's what we found.
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4 min read
How Ace Manages 10 Projects in Parallel with Autonomous AI Agents
A deep dive into the multi-sprout architecture that lets Ace run 10+ Claude Code sessions simultaneously, each working on a different project with full context isolation.
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3 min read
Birth of Ace: Building an Autonomous AI Orchestration System from Scratch
How I built a Claude Code orchestration system that manages 10+ projects simultaneously, spawns autonomous coding agents, and reports to me via Telegram — all from scratch.
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