Claude Code Workflow

Claude Code Workflow Tool — Add Structure to AI Coding

Claude Code is powerful but unstructured. DevboardAI wraps it in a terminal-first Kanban workflow with sprint generation, task dependencies, retry loops, and full orchestration — a coding agent workflow automation layer so you stop prompting and start shipping.

The Problem

Claude Code Without a Workflow Is Just Prompting

You open Claude Code, type a prompt, wait for output, review it, fix issues, and move to the next task. You're the one managing context, sequencing work, handling failures, and deciding what to run next. That's not a workflow — it's babysitting.

The Solution

A Complete Workflow Layer for Claude Code

DevboardAI adds everything Claude Code lacks: project structure, task management, automated orchestration, and a retry loop that learns from failures.

Kanban Board for Claude Code Tasks

Organize your Claude Code work across Backlog, In Progress, QA, Done, and Failed columns. See assigned model, priority, and execution status at a glance.

Sprint Generation → Claude Code Execution

Describe a feature in plain English, generate a sprint, and let the orchestrator feed each task to Claude Code with full context — description, validation criteria, and attached files.

Auto Model Selection

Value Mode assigns Claude Haiku to simple tasks, Sonnet to moderate ones, and Opus to complex architecture work. Optimize cost without sacrificing quality.

QA Retry Loops

When Claude Code output fails validation, the failure feedback is automatically injected into the next attempt. The orchestrator retries until it passes or you intervene.

Full Execution History

Every Claude Code run is logged — status, exit code, duration, model used, full terminal output, and error logs. Debug AI output the way you debug code.

Context File Attachment

Attach specific files from your project to any task. Claude Code gets the exact context it needs — no more pasting code into chat windows.

How It Works Together

DevboardAI + Claude Code = Autonomous Sprints

DevboardAI doesn't replace Claude Code — it orchestrates it. You still need Claude Code installed on your machine. DevboardAI handles everything above the agent layer: what to run, in what order, with what context, and what to do when something fails.

Give Claude Code the Workflow It Deserves

Stop managing AI tasks manually. Let DevboardAI orchestrate your Claude Code workflow.