AI Development Workflow

· 1 min read

Custom AI agent orchestration connecting chat interfaces to coding agents, task management, and deployment pipelines.

Overview

A personal AI operations platform that bridges conversational interfaces with development tooling. Chat-driven task delegation that routes work to the right execution environment — whether that’s a Hivemind drone, a local coding session, or a direct edit.

What It Does

  • Multi-agent orchestration: Specialized AI agents for different roles (product, development, operations) with clear handoff protocols.
  • Chat-native interface: All interactions happen through a familiar chat interface. No context switching to separate dashboards.
  • Skill-based routing: Tasks are automatically routed based on type — coding tasks to drones, research to search agents, ops to infrastructure tools.
  • Memory and continuity: Persistent memory across sessions. The system remembers what was discussed, what’s in progress, and what’s blocked.

Why Build It

Off-the-shelf AI tools are general-purpose. This system is opinionated about my workflow — the repos I work on, the tools I use, the way I think about task decomposition. That specificity makes it dramatically more effective than any generic assistant.