The next step in multi-agent: cross-system collaboration to overcome model bias

CCD and Scion have nearly identical architectures, but Scion already runs mixed LLM systems. That’s not just a feature difference — different models carry different training biases, and mixing them is the only way to get real diversity of thought.

March 30, 2026 · 3 min

Multi-Agent Is Already Running: Field Notes From an AI Dev Team

Papers say multi-agent boosts parallel tasks by 80% and tanks sequential ones by 70%. We ran real development with CCD for a day. The numbers tracked — but the details matter more.

March 28, 2026 · 5 min

Keeping Claude Code Always On: I Built a Daemon to Babysit It

Claude Code’s Telegram plugin dies when you close the terminal. I wrote a daemon to keep it alive, with automatic context rotation, remote tool approval, and voice transcription.

March 21, 2026 · 4 min

How I talk to Claude Code from my phone via Telegram

Claude Code supports Telegram as a channel now. Set up a bot, pair it, and you can message your agent from your phone.

March 20, 2026 · 4 min