Multi-Agent Development Automation

Software workflows, fully automated

Specialized AI agents work together to fix bugs, ship features, and audit security. One label triggers the entire crew.

Workflows Available
3
Bug fix • Feature dev • Security audit
6+
Specialized agents
Repos supported
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The Problem

Development workflows require coordination. Coordination requires time.

Software workflows are manual chaos

Bug fixes, features, and security patches require coordination across multiple steps. Developers waste hours on orchestration instead of actual coding.

Agent coordination is hard

Multi-agent systems need clear handoffs, context passing, and state management. Building this from scratch means weeks of infrastructure work.

GitHub automation is painful

Webhooks, token management, multi-repo access, label-based triggers—integrating AI agents with GitHub requires deep platform knowledge.

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Three Workflows

From bug report to merged PR. One crew per workflow.

~30 min

Bug Fix Crew

Triage → Investigate → Fix → Test → Verify → PR. Complete bug resolution from report to merge.

Pipeline:
1. Triage & classify2. Root cause analysis3. Implement fix4. Regression tests5. Verify fix6. Create PR
~2-4 hours

Feature Development

Plan → Implement → Test → Review. Break down features into user stories and ship incrementally.

Pipeline:
1. Decompose into stories2. Implement each story3. Integration tests4. Code review
~1-2 hours

Security Audit

Scan → Prioritize → Fix → Re-verify. Find vulnerabilities and patch them with confidence.

Pipeline:
1. Security scan2. Prioritize findings3. Implement fixes4. Re-run audit
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Specialized Agents

Each agent has a single responsibility. Together, they ship code.

Triager

Bug Report Triager

Investigator

Root Cause Investigator

Developer

Feature Developer

Tester

Integration Tester

Scanner

Security Scanner

Reviewer

Code Reviewer

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Built for GitHub

Install the app. Map labels to workflows. Done.

GitHub App Integration

Install once, automate everywhere. Webhook-driven workflows triggered by labels.

CrewAI Framework

Battle-tested multi-agent orchestration. Sequential task execution with context passing.

Multi-Repo Support

Manage issues across repositories. Push to any repo where the app is installed.

Label-to-Flow Mapping

Add a label, trigger a workflow. 'bug' label → bug fix crew. 'feature' label → feature dev crew.

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Polycode vs Manual

Automation vs orchestration.

Feature
Polycode
Manual
Setup time
Minutes
Days/weeks
Agent coordination
Automatic
Manual handoffs
GitHub integration
Built-in
Build yourself
Multi-repo
Native
Complex setup
State management
Handled
Custom database
Webhook handling
Included
Build API endpoints
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How It Works

1

Install GitHub App

One-click install on your repos

2

Map Labels

"bug" → bug fix crew

3

Add Label to Issue

Webhook triggers workflow

4

Agents Ship Code

PR lands in your repo

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FAQ

Start Automating

Install the GitHub App or run workflows locally via CLI.