Multi-Agent | Corey Daley

Before the First Commit: What Multi-Agent Sprint Planning Actually Catches

A multi-agent sprint planning workflow ran against a simple Go REST API project and caught three critical security findings before a line of code was written — a logical contradiction in the auth design, a data model bug that would have broken token rotation, and a SQLite gotcha that silently disables foreign key enforcement under connection pooling. Here's what the full planning session produced, and why the review phases are where the value lives.

AI , Automation , Best Practices

agent-config , ai , go , multi-agent , security-review , sprint-planning , sqlite , workflow

From Config Hub to Competing Voices: How agent-config Became My AI Collaboration Stack

The agent-config repository started as a multi-agent configuration hub for Claude, Codex, Copilot, and Gemini. It's now a Claude-specific personal workflow system — but Codex didn't disappear. It got repurposed as a competitive collaborator whose job is to challenge, critique, and improve every output Claude produces. Here's what that evolution looks like in practice.

AI , Automation , Tools

agent-config , ai , automation , claude-code , codex , competitive-drafts , multi-agent , workflow

Polyphon at v0.8.0: The End of the Prototype Phase

When I shipped Polyphon v0.1.0-alpha.2, session export and a plugin system were next on the roadmap. Today it's v0.8.0, and the features that actually changed how the product feels weren't the ones I planned: voices that interact with real files with per-voice sandboxing, whole-database AES-256 encryption with password protection, and FTS5 search that turns conversation history into working memory. This is the release where Polyphon starts to feel trustworthy for real work.

AI , Automation , Tools

ai-tools , electron , encryption , filesystem-tools , full-text-search , local-first , multi-agent , polyphon

Polyphon's MCP Server Makes Your AI Ensemble a Native Agent Tool

Polyphon just shipped MCP server support, and it changes the product's role in a developer workflow. Instead of opening Polyphon as a UI you visit deliberately, your coding agent — Claude Code, Cursor, Codex CLI, GitHub Copilot, Windsurf, Gemini CLI — can now call into it directly and broadcast a prompt across your entire Claude + GPT-4o + Gemini ensemble in one shot. Here's what shifted, why the SessionEventSink abstraction made it possible, and when multi-model review is actually worth it.

AI , Automation , Tools

agent-workflows , ai-orchestration , ai-tools , claude-code , mcp , multi-agent , polyphon

I Built a Tool So AI Models Could Talk to Each Other

Polyphon is a desktop app I shipped this week for orchestrating multiple AI models in a single conversation. Instead of tab-juggling between Claude, GPT, and Gemini, you run all of them as voices in one shared session where they can actually read and respond to each other. Here's why I built it, what technical bets I made, and what I learned on launch day.

AI , Automation , Tools

ai-orchestration , ai-tools , desktop-app , electron , local-first , multi-agent , polyphon

Tag: Multi-Agent

Before the First Commit: What Multi-Agent Sprint Planning Actually Catches

From Config Hub to Competing Voices: How agent-config Became My AI Collaboration Stack

Polyphon at v0.8.0: The End of the Prototype Phase

Polyphon's MCP Server Makes Your AI Ensemble a Native Agent Tool

I Built a Tool So AI Models Could Talk to Each Other