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.

Quick answer

DevboardAI structures a Claude Code workflow with a Kanban board, AI sprint generation, and an Orchestrator that runs full sprints autonomously in dependency order — with parallel agents, QA retry loops, and Value Mode model selection. It runs locally on macOS for a one-time $74 fee.

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.

Frequently asked questions

What is the best workflow for Claude Code?

The best Claude Code workflow combines a Kanban board for task visibility, sprint generation to break features into dependency-ordered tasks, and an orchestrator that runs those tasks autonomously with retry logic. DevboardAI provides all three in a single macOS app for a one-time $74 fee.

How does DevboardAI improve the Claude Code workflow?

DevboardAI wraps Claude Code in a structured orchestration layer: you describe a feature in plain English, it generates a full sprint, and the Orchestrator feeds each task to Claude Code in dependency order — with context files, validation criteria, and automatic QA retries on failure. You stop manually prompting and start reviewing finished sprints.

Does DevboardAI run Claude Code locally?

Yes. DevboardAI is a local-first macOS app. Claude Code runs entirely on your machine and your project files never leave your Mac. DevboardAI only requires internet access because Claude Code itself calls the Anthropic API to generate code.

How much does DevboardAI cost?

DevboardAI costs $74 as a one-time payment with lifetime access and no subscription. It comes with a 7-day money-back guarantee. By comparison, Cursor Pro runs about $240 per year, so DevboardAI pays for itself in roughly 3.7 months.

Can DevboardAI run multiple Claude Code sessions at once?

Yes. The DevboardAI Orchestrator can run multiple Claude Code agents in parallel when tasks have no dependencies between them. It resolves the dependency graph and launches parallel sessions automatically, letting you execute an entire sprint in a fraction of the sequential time.

Does DevboardAI work on Windows?

No. DevboardAI is macOS only and supports Apple Silicon (M1 through M4) and Intel Macs. Windows and Linux are not currently supported. You still need Claude Code installed separately on your Mac before using DevboardAI.

Give Claude Code the Workflow It Deserves

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