Dobby
AI-Powered SDLC

AI Agents Across Your
Entire Dev Lifecycle

From planning to deployment, Dobby deploys governed AI agents at every stage of the SDLC.Full audit trail. Human control. Agents that learn and improve.

Plan Develop Review Deploy Learn
5-Phase Lifecycle

Agents at Every Stage

Specialized AI agent teams work across your entire development pipeline — governed, auditable, and continuously learning.

1

Plan & Design

AI-assisted requirements analysis, architecture design, and sprint planning

Capabilities

  • Automated requirements extraction from user stories
  • Architecture proposal generation with trade-off analysis
  • Sprint planning and task breakdown
  • Technical specification drafts
  • Dependency analysis and risk assessment

Active Agents

Chief AgentOrchestrator
Architecture WorkerSystem Design
AI CTOTechnical Review
2

Develop

Coordinated multi-agent code generation with real-time governance

Capabilities

  • Backend and frontend code generation
  • API design and implementation
  • Database schema and migration generation
  • Documentation auto-generation
  • Code style and standards enforcement

Active Agents

Dev CoordinatorTeam Lead
Backend WorkerServer Code
Frontend WorkerUI Code
Docs WorkerDocumentation
3

Review & Test

Automated code review, security scanning, and comprehensive test generation

Capabilities

  • Automated code review with best-practice analysis
  • Security vulnerability scanning (OWASP, CVE)
  • Unit and integration test generation
  • Performance testing and benchmarking
  • Quality gate enforcement before merge

Active Agents

QA CoordinatorQuality Lead
Code Review WorkerReview
Security WorkerScanning
Test WriterTest Generation
4

Deploy

CI/CD pipeline management, infrastructure provisioning, and release orchestration

Capabilities

  • CI/CD pipeline configuration and optimization
  • Infrastructure as Code generation (Terraform, K8s)
  • Blue-green and canary deployment strategies
  • Rollback automation with health checks
  • Release notes and changelog generation

Active Agents

DevOps CoordinatorInfra Lead
Deploy WorkerDeployment
Infra WorkerInfrastructure
5

Learn & Improve

Continuous improvement through pattern detection, knowledge capture, and maturity growth

Capabilities

  • Pattern detection from human feedback cycles
  • Knowledge extraction from rejected/modified actions
  • Agent maturity scoring (Novice → Expert)
  • Performance trend tracking and improvement insights
  • Best practices captured in organizational memory

Active Agents

Learning LoopPattern Engine
AI CQOQuality Standards
Knowledge BaseMemory Store

Continuous Loop

Every cycle makes your agents smarter. Lessons from Phase 5 feed back into Phase 1, creating an ever-improving development engine.

25+
Specialized Agents
5
SDLC Phases
3
Hierarchy Layers
100%
Audit Coverage

Governance at Every Step

Unlike standalone AI coding tools, Dobby wraps every agent action with enterprise-grade governance

Human-in-the-Loop Approvals

Every significant agent action requires human approval. Code changes, deployments, and architecture decisions are gated.

Policy Engine Enforcement

Define what each agent can and cannot do. Security policies, coding standards, and compliance rules enforced automatically.

Full Audit Trail

Every agent action, LLM call, approval, and rejection is logged with timestamp, user, and context. SOC 2 compliant.

Cost Controls per Phase

Set LLM budgets per SDLC phase. Get alerts when agents approach limits. Track ROI at each lifecycle stage.

Performance Scoring

Each agent is scored on approval rate, quality, speed, and learning. Maturity grows from Novice (1) to Expert (5).

C-Suite Oversight

Organization-level AI executives (CTO, CISO, CQO) provide strategic oversight across all SDLC activities.

Governance Flow

Agent Proposes Action
Policy Engine Validates
Human Reviews & Approves
Action Executes
Audit Trail Records
Learning Loop Captures

Why AI-Powered SDLC with Dobby

Other tools give you an AI copilot. Dobby gives you an entire AI-powered engineering organization.

Accelerate Delivery

AI agents handle repetitive development tasks in parallel, from boilerplate code to test generation, freeing your team for creative problem-solving.

Up to 10x faster iteration

Built-in Governance

Every agent action is policy-checked, logged, and subject to human approval. Security and compliance are enforced automatically across the entire lifecycle.

100% audit coverage

Cost Transparency

FinOps dashboards track LLM costs per agent, per task, per SDLC phase. Set budgets, get alerts, and understand exactly where AI spend goes.

Real-time cost tracking

Continuous Learning

Agents improve with every cycle. Rejected suggestions become lessons. Approved patterns become best practices. Your AI team gets smarter over time.

5 maturity levels

Human-in-the-Loop

Engineers remain in full control. Approve, modify, or reject any agent output. Kill switch available at every level of the hierarchy.

Full human control

Scalable Architecture

Multi-tenant isolation ensures each project gets its own governed workspace. Scale from one team to the entire organization without compromising security.

Enterprise-scale

Copilot vs. Agent OS for SDLC

AI copilots assist individual developers. Dobby governs entire AI development teams.

Traditional AI Copilot

  • Code completion for individual files
  • Single-developer assistance
  • No governance or audit trail
  • No budget controls
  • No agent hierarchy
  • No learning from feedback
  • No SDLC-wide orchestration
  • No policy enforcement
DOBBY AGENT OS

AI-Powered SDLC

  • Full-stack code generation across teams
  • Multi-agent orchestration (25+ agents)
  • Complete audit trail, SOC 2 compliant
  • Per-agent, per-phase budget controls
  • Chief → Coordinator → Worker hierarchy
  • Learning loop with maturity scoring
  • End-to-end SDLC coverage (5 phases)
  • Policy engine with kill switch
Transform Your Development Lifecycle

Ready to Deploy AI Across Your SDLC?

25+ governed agents. 5 SDLC phases. Full audit trail.
Start free and scale to enterprise.