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Testing & QA

1. SDLC Orchestrator

SDLC Orchestrator is the Operating System for Software 3.0 - a control plane that sits ABOVE AI coders (Cursor, Claude Code, Copilot) to govern, validate, and ensure quality. We don't compete with AI coding tools - we orchestrate them.Software 3.0 Vision┌─────────────────────────────────────────────────────────────────┐ │ LAYER 5: AI CODERS (External - We Orchestrate) │ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌───────────┐ │ │ │ Cursor │ │ Claude Code │ │ Copilot │ │ DeepCode │ │ │ └─────────────┘ └─────────────┘ └─────────────┘ └───────────┘ │ │ ↑ ↑ ↑ ↑ │ │ └───────────────┴───────────────┴──────────────┘ │ │ Governance API + Quality Gates │ ├─────────────────────────────────────────────────────────────────┤ │ LAYER 4: EP-06 CODEGEN (Our Innovation) │ │ • IR-Based Code Generation (qwen3-coder:30b) │ │ • 4-Gate Quality Pipeline (Syntax → Security → Context → Test) │ │ • Validation Loop with max_retries=3 │ ├─────────────────────────────────────────────────────────────────┤ │ LAYER 3: BUSINESS LOGIC (Our Core) │ │ • Gate Engine (OPA-powered Policy-as-Code) │ │ • Evidence Vault (Immutable audit trail) │ │ • AI Context Engine (Stage-aware prompts) │ ├─────────────────────────────────────────────────────────────────┤ │ LAYER 2: INTEGRATION (Thin Adapters) │ │ • OPA REST API • MinIO S3 API • GitHub API • Semgrep CLI │ ├─────────────────────────────────────────────────────────────────┤ │ LAYER 1: INFRASTRUCTURE (OSS Components) │ │ • PostgreSQL • Redis • OPA • MinIO • Grafana │ └─────────────────────────────────────────────────────────────────┘ The Problem We SolveEngineering teams waste 60-70% of effort building features users don't need because:AI coders generate code fast, but without governanceNo validation loop ensures AI-generated code meets quality standardsTraditional PM tools focus on task execution instead of governance and validation

Artificial Intelligence Developer Tools Testing & QA

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APIs & Integrations1 projects AR/VR0 projects Artificial Intelligence13 projects Blockchain & Crypto1 projects Business Analytics2 projects CMS & No-Code0 projects Data Science & Analytics1 projects Databases1 projects Design Tools1 projects DevOps & Cloud0 projects Developer Tools1 projects E-commerce1 projects Education Tech3 projects Finance & FinTech5 projects Gaming Tech1 projects Graphics & Illustration0 projects Green Tech0 projects Hardware0 projects Health Tech1 projects Internet of Things (IoT)2 projects Machine Learning1 projects Marketing Tools2 projects Mobile Development0 projects Natural Language Processing2 projects Open Source0 projects Platforms8 projects Productivity1 projects Prototyping0 projects Robotics1 projects SaaS4 projects Sales Tools1 projects Security0 projects Serverless0 projects Testing & QA1 projects UI/UX2 projects Wearables0 projects Web Development0 projects

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