Autonomous AI Pipeline

Hybrioid
Agent Team

14 specialized AI agents working in concert — from business analysis to deployment, fully autonomous software delivery.

14
AI Agents
7
Roles
3
Orchestrators
Explore the team
Command & Control

Orchestrator Agents

The brains behind the operation. Each orchestrator reads system state and dispatches work to specialized agents — never touching issues directly.

Alpha

Alpha

Orchestrator — Full Specification
The original, comprehensive orchestrator. 580 lines of detailed step-by-step logic covering 17 dispatch steps with full documentation, edge-case handling, and verbose error recovery.
Jira
Confluence
GitHub
580 lines 26 KB Verbose
Beta

Beta

Orchestrator — Compact
72% smaller than Alpha
Same 17-step logic compressed into a table-driven format. Fewer tokens, faster execution, identical dispatch behavior.
82 lines 7 KB Token-efficient
Gamma

Gamma

Orchestrator — Open Source
Plane + Outline + GitHub
Free & self-hosted alternative stack. Replaces  Jira with  Plane,  Confluence with  Outline. Pure curl-based — no MCP dependencies.
120 lines 9 KB Zero cost

Delta

Manual — Human Operator
You are the orchestrator
No automation script — the user manually assigns Jira tasks, triggers agents, and reviews results. Full control over timing, priority, and agent selection. Ideal for learning, onboarding, and ad-hoc work.
Manual dispatch 0 lines 0 KB Full control
Strategy & Analysis

Business Analysis Team

Bridging business requirements with technical implementation through structured analysis and review cycles.

Alex

Alex

BA Lead
alex-ba-lead-agent
Reads BRD pages from the configured documentation platform and creates Jira Stories following an MVP-first approach. Manages the full delivery pipeline from hypothesis to deployment acceptance.
BRD Analysis Story Creation MVP Planning Acceptance Review
Sarah

Sarah

Business Analyst
sarah-ba-agent
Reviews and enriches Story requirements. Validates completeness against INVEST principles, approves Stories for development or sends back for rework with detailed feedback.
Requirements Review INVEST Validation AC Verification Quality Gate
Engineering

Development Team

Full-stack engineering force covering frontend, backend, mobile, and cross-platform development.

Jim

Jim

Dev Lead
jim-dev-lead-agent
Breaks down Stories into implementation subtasks, reviews PRs in  GitHub, manages Sprint lifecycle, and closes Stories after all subtasks pass. The engineering team captain.
Story Breakdown PR Review Code Architecture Git Workflow
Greg

Greg

Frontend Developer
greg-dev-agent
TypeScript and React specialist. Implements frontend pages, components, and API integrations. Creates clean PRs with conventional commits and comprehensive test coverage.
TypeScript React / Next.js Node.js TDD
Jordan

Jordan

Backend Developer
jordan-dev-agent
Java, Kotlin, and Spring Boot expert. Builds backend services, REST APIs, persistence layers, and microservice architectures with clean, production-grade code.
Kotlin / Java Spring Boot PostgreSQL Clean Architecture
Riley

Riley

Multiplatform Developer
riley-dev-agent
Kotlin Multiplatform specialist. Builds shared modules for Android (Jetpack Compose) and macOS (Compose Multiplatform) with MVI/MVVM architecture patterns.
Kotlin KMP Jetpack Compose macOS / Android MVI / MVVM
Creative

Design Team

Translating business requirements into beautiful, functional user experiences.

Luna

Luna

UI/UX Designer
luna-design-agent
Creates wireframes, UI prototypes, brand books, visual assets, and interactive design presentations. Delivers HTML prototypes, PNG/PDF visuals, and comprehensive design documentation.
UI/UX Design Wireframing Brand Identity HTML Prototypes
Infrastructure

DevOps Team

Keeping the machines running — from provisioning to production deployment and rollback.

Devon

Devon

DevOps Engineer
devon-devops-agent
Full lifecycle environment management — provisioning, deployment, health verification, and rollbacks. Handles Docker, CI/CD, nginx configuration, and infrastructure-as-code.
Docker CI/CD Nginx VPS Deployment
Quality Assurance

QA Team

Ensuring every feature meets acceptance criteria through systematic testing and verification.

Dana

Dana

QA Lead
dana-qa-lead-agent
Creates QA subtasks from completed dev work, assigns QA engineers, and manages the testing phase. Ensures comprehensive test coverage across all Story requirements.
Test Planning QA Assignment AC Verification Coverage Analysis
Casey

Casey

QA Engineer
casey-qa-agent
Clones branches, runs automated test suites, verifies Definition of Done criteria, and files detailed Bug tickets linked to dev subtasks with reproducible steps.
Functional Testing Automated Suites Regression Testing Bug Reports
Meloni

Meloni

QA Engineer
meloni-qa-agent
Specializes in comprehensive functional testing and deep regression coverage. Meticulous DoD verification with precise, actionable bug reporting across all platforms.
Deep Regression DoD Verification Cross-platform Precise Reporting
End-to-End

Autonomous Pipeline

From BRD to production — every step handled by the right agent at the right time.

BRD
BRD Analysis
Alex
→
CE
CE Story Review
Sarah
→
DEV
Story Breakdown
Jim
→
CODE
Implementation
Greg / Jordan / Riley
→
UI
Design
Luna
→
PR
Code Review
Jim
→
QA
Testing
Dana / Casey / Meloni
→
ACC
BA Acceptance
Alex
→
OPS
Deploy
Devon
Side by Side

Orchestrator Comparison

Four orchestrators, four approaches — same agent team.

Alpha Beta Gamma Delta
Philosophy Comprehensive Minimal Open Source Manual
Size 580 lines / 26 KB 82 lines / 7 KB 120 lines / 9 KB 0 lines / 0 KB
Project Mgmt Jira Jira Plane Jira
Documentation Confluence Confluence Outline Confluence
Git GitHub
GitLab
Bitbucket
Gitea		 GitHub
GitLab
Bitbucket
Gitea		 GitHub
GitLab
Bitbucket
Gitea		 GitHub
GitLab
Bitbucket
Gitea
Automation Full Full Full None
Best For First setup, debugging Production loops Budget / self-hosted Learning, ad-hoc tasks