Orchestration

AI Coding Agent Orchestrator for Developers

Stop running AI coding agents one task at a time. DevboardAI is the AI dev workflow orchestrator that manages subagent orchestration across your entire sprint — handling task delegation, agent coordination, parallel execution, and shipping your backlog while you focus elsewhere.

How Orchestration Works

From Sprint to Shipped Code — Autonomously

Most developers use AI coding agents one prompt at a time — writing instructions, waiting for output, reviewing, and moving to the next task manually. DevboardAI replaces that loop with full-sprint orchestration, autonomous execution, and intelligent agent coordination.

1

Describe what you want to build

Write a plain-English description of your project or feature. DevboardAI generates a full sprint with tasks, priorities, dependencies, and validation criteria.

2

The orchestrator takes over

Each task is assigned to the right AI coding agent through subagent orchestration — Claude Code for architecture, Haiku for quick fixes, Codex for specific stacks. The coding agent manager runs parallel coding agents in dependency order, automatically.

3

Failed tasks auto-retry with QA feedback

When a task fails validation, the orchestrator injects the failure context into the next attempt. Rate limits trigger intelligent backoff and model switching. No manual intervention needed.

4

Come back to shipped code

Your sprint is done. Tasks are completed, code is written against your actual repo. Review the results, push to git, and move on to your next idea.

What Makes It Different

Orchestration, Not Assistance

Without Orchestration

You Are the Orchestrator

  • Prompt AI for one task at a time
  • Wait for output, review, fix, re-prompt
  • Manually decide which task is next
  • No retry logic — you debug AI failures
  • Hours of supervision per feature
With DevboardAI Orchestration

AI Orchestrates Itself

  • Full sprint runs in dependency order
  • Right AI model assigned per task complexity
  • Failed tasks auto-retry with QA feedback
  • Value Mode optimizes cost vs. capability
  • Come back to finished code in your repo
Supported Agents

Works With the AI Coding Agents You Already Use

DevboardAI orchestrates any CLI-based AI coding tool. Currently supported: Claude Code (Haiku, Sonnet, Opus), OpenAI Codex, and Kimi. Assign different agents to different tasks based on complexity, stack, or cost preference.

Stop Being the Bottleneck

Let the orchestrator run your sprint while you focus on architecture, reviews, and the problems that need your brain.