⚡ BlackPearl

August 30, 2026 · View on GitHub

BlackPearl — Autonomous AI Engineering Operating System

# ⚡ BlackPearl — Autonomous AI Engineering Operating System

ORCHESTRATE. NAVIGATE. VERIFY. EXECUTE.
BlackPearl is a comprehensive, production-ready Autonomous AI Software Engineering Operating System. It unifies BlackPearl Control Plane (Lead Supervisor & 26 Autonomous Multi-Agent Pipelines), BlackPearl Skills Engine (634+ workflow skills, 68 subagents, 94 commands), BlackPearl Core Engine (DeepSeek Harness & Cordis multi-process worktree snapshot isolation), and BlackPearl Divisions (18 Specialist Enterprise Divisions / 273+ Subagents) into a single, fully portable, zero-config Git repository.

Declaration Setup Guide License: MIT Platforms: Windows | Linux | macOS Organization


📜 Ecosystem Declaration & Origins

Read the complete manifesto: 📜 DECLARATION.md

BlackPearl is a standardized meta-operating system created by synthesizing the highest-rigor architectures, rules, execution harnesses, and agent personas from across the global open-source AI community:

  • 🎯 BlackPearl Control Plane: Built upon Antigravity & Gemini CLI global Supervisor architecture with 657 intent-triggered skills.
  • BlackPearl Core Execution Engine: Powered by DeepSeek Harness & Cordis multi-process worktree snapshot isolation.
  • 🛠️ BlackPearl Skills Engine: Standardized on Everything Claude Code (ECC) engineering rules, TDD workflows, subagents, and hooks.
  • 🎭 BlackPearl Divisions: Housing all 18 enterprise specialist divisions (273+ personas) curated from The Agency.

⚖️ Architectural Definition: Control Plane (BlackPearl) vs. Execution Plane (DSH)

BlackPearl Complete AI Ecosystem vs Standalone Harness

1. The Core Architectural Thesis: Engine vs. Operating System

A fundamental architectural principle separates BlackPearl from standalone runtimes like DeepSeek Harness (DSH):

"DeepSeek Harness is the engine. BlackPearl is the operating system."

  • DeepSeek Harness (DSH) is the Programmable Agent Runtime & Execution Substrate: Built on the Cordis spatiotemporal plugin architecture, it provides the low-level primitives: agent loop, sandboxing, tool routing, session logs, and process execution.
  • BlackPearl is the Engineering Control Plane & AI Software Organization: It embeds DeepSeek Harness at its foundational execution layer (frameworks/blackpearl-core/) and builds a complete multi-agent governance hierarchy on top of it — integrating lead supervision, 26 executable team pipelines, 18 specialist divisions (273+ personas), 634+ workflow skills, TDD guardrails, and universal architectural constraints.
                                      ┌──────────────────────────────────────────────┐
                                      │                  USER GOAL                   │
                                      └──────────────────────┬───────────────────────┘


┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│                                                 BLACKPEARL CONTROL PLANE                                                         │
│  - Lead Supervisor (Intent & Domain Router)                 - Universal Hard Rules (5-Level Decomposition & Doc-First Gate)     │
│  - 18 Enterprise Specialist Divisions (273+ Personas)       - Skills Engine (634+ Skills, 68 Subagents, 94 Commands)           │
└────────────────────────────────────────────────────────────┬─────────────────────────────────────────────────────────────────────┘


┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│                                       BLACKPEARL MULTI-AGENT TEAM ORCHESTRATION                                                  │
│  - dsh-team.js: 26 Autonomous Executable Pipelines (STARTUP_MVP, ENTERPRISE_FEATURE, INCIDENT_RESPONSE, FULL_STACK_DEV, etc.)    │
│  - Role Sequencing & Bounded Agent-to-Agent Handoff Contracts (Orchestration Run IDs)                                          │
│  - Automated Reviewer ➔ Fixer Self-Correction Loop (Hard ceiling: max 3 cycles)                                                 │
└────────────────────────────────────────────────────────────┬─────────────────────────────────────────────────────────────────────┘


┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│                                   BLACKPEARL CORE / EXECUTION PLANE (DSH & CORDIS)                                               │
│  - dsh-delegate.js Universal Persona Loader                 - Cordis Spatiotemporal Plugin Engine                                │
│  - Sandboxed Process Execution                              - Terminal / Filesystem / Tool Registry                              │
└────────────────────────────────────────────────────────────┬─────────────────────────────────────────────────────────────────────┘


┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│                                            PHYSICAL EXECUTION & GROUND TRUTH                                                     │
│  - Isolated Worktree per Child Process (.worktrees/dsh-*)   - Base Snapshot Isolation Baseline                                   │
│  - Deterministic Attribution: RESULT - BASE SNAPSHOT        - Compilers, Linters, Test Runners, Live Git HEAD                   │
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘

2. Complete Execution Envelope: How BlackPearl Operates

Unlike unconstrained agents that directly mutate files with single prompts, BlackPearl enforces an end-to-end, multi-stage engineering lifecycle:

[USER OBJECTIVE]


[BLACKPEARL SUPERVISOR] ➔ [HARD RULE GATES: 5-Level Decomposition + Doc-First Scan]


[TEAM PIPELINE SELECTOR (26 Preconfigured Workflows)]


[ROLE RESOLUTION & BOUNDED CONTRACT] (Generates Unique Orchestration Run ID)


[BASE SNAPSHOT CAPTURE] (Records clean/dirty workspace state baseline)


[ISOLATED GIT WORKTREE CREATION] (.worktrees/dsh-<role>-<runId>)


[DSH / CORDIS EXECUTION PROCESS] (Sandboxed execution with injected persona instructions)

       ├─► [CORE_IMPLEMENTER] (Write changes in worktree)

       ├─► [CORE_CODE_REVIEWER / CORE_SECURITY_REVIEWER] (Independent soft read-only diff audit)
       │         │
       │    [ISSUE FOUND?]
       │     ├── YES ➔ [CORE_FIXER] (Surgical repair in worktree, max 3 cycles)
       │     └── NO  ➔ [CORE_VERIFIER] (Test suite, build, lint verification)


[BASE-DIFF ATTRIBUTION] (RESULT - BASE SNAPSHOT computed to isolate AI changes)


[FINAL QUALITY GATE ➔ VERIFIED RESULT TO USER]

3. The Worktree Snapshot & Attribution Model (RESULT - BASE SNAPSHOT)

One of BlackPearl's biggest engineering breakthroughs is eliminating developer workspace contamination:

Developer Workspace (Host Repo)
  ├── Committed HEAD
  ├── Uncommitted Local Edits (User's prior work)
  └── Untracked Scratch Files


   [BASE SNAPSHOT] (Frozen Baseline Commit in Isolated Worktree)


   [.worktrees/dsh-<runId>] (DSH Agent Execution)


   [RESULT STATE] (Post-Execution Worktree State)


   [DETERMINISTIC ATTRIBUTION: RESULT - BASE SNAPSHOT]
  • Zero Accidental Overwrites: AI agents never overwrite or revert uncommitted developer changes.
  • Accurate Diffs: Only genuine AI modifications are attributed, reviewed, and merged.

4. 26 Preconfigured Autonomous Team Pipelines (dsh-team.js)

BlackPearl comes equipped with 26 autonomous multi-agent pipelines out of the box:

PipelineRole SequenceTarget Use-Case
STARTUP_MVPPLANNER ➔ ARCHITECT ➔ IMPLEMENTER ➔ TESTER ➔ CODE_REVIEWER ➔ REALITY_CHECKER ➔ VERIFIERComplete 0-to-1 MVP feature delivery
ENTERPRISE_FEATUREPLANNER ➔ ARCHITECT ➔ IMPLEMENTER ➔ API_TESTER ➔ SECURITY_REVIEWER ➔ COMPLIANCE ➔ REALITY_CHECKER ➔ VERIFIERHigh-compliance corporate features
INCIDENT_RESPONSEPLANNER (Triage) ➔ FIXER (Emergency Patch) ➔ TESTER (Regression) ➔ SECURITY ➔ VERIFIERHotfixes & production outage mitigation
FULL_STACK_DEVPLANNER ➔ ARCHITECT ➔ BACKEND_DEV ➔ FRONTEND_DEV ➔ TDD_GUIDE ➔ CODE_REVIEWER ➔ VERIFIEREnd-to-end full stack implementations
COMPLIANCE_AUDITCOMPLIANCE_CHECKER ➔ SECURITY_REVIEWER ➔ REALITY_CHECKERFedRAMP, HIPAA, SOC2, GDPR compliance audits
HARDCORE_SEC_AUDITSECURITY_REVIEWER ➔ APPSEC_ENGINEER ➔ PEN_TESTER ➔ SECRETS_AUDITOR ➔ REALITY_CHECKERDeep penetration & vulnerability testing
AI_SECURITY_AUDITAI_CODE_AUDITOR ➔ OWASP_REVIEWER ➔ SECRETS_HYGIENE ➔ VERIFIERAI-generated code vulnerability scanner
HEALTHCARE_EVALCLINICAL_SPECIALIST ➔ PHI_COMPLIANCE ➔ REALITY_CHECKERMedical guideline & HIPAA safety verification
GIS_PIPELINEGIS_ANALYTICS ➔ SPATIAL_SCIENTIST ➔ CARTOGRAPHER ➔ QA_ENGINEERPostGIS, GeoJSON, maps & spatial indexing
GAME_DESIGNGAME_DESIGNER ➔ ECONOMY_DESIGNER ➔ LEVEL_DESIGNER ➔ TECH_ARTISTGameplay loop, mechanics & balance audit
MOBILE_APPMOBILE_BUILDER ➔ UI_DESIGNER ➔ TDD_GUIDE ➔ A11Y_AUDITORiOS (SwiftUI) & Android (Kotlin/Flutter) apps
PAYMENTS_BILLINGPAYMENTS_ENGINEER ➔ SECURITY_REVIEWER ➔ FINOPS_ENGINEER ➔ VERIFIERStripe, subscription billing & financial isolation
RAG_PIPELINERAG_ENGINEER ➔ SEARCH_RELEVANCE ➔ EVAL_HARNESS ➔ VERIFIERVector search, chunking, reranking & retrieval
UI_POLISHUI_DESIGNER ➔ WHIMSY_INJECTOR ➔ MOTION_ENGINEER ➔ UI_FINISH_GATEAnti-generic UI polish, tokens & animations
MCP_SERVERMCP_BUILDER ➔ API_TESTER ➔ SECURITY_REVIEWER ➔ VERIFIERModel Context Protocol servers & connectors
CODE_ARCHAEOLOGYCODEBASE_ARCHAEOLOGIST ➔ REFACTOR_CLEANER ➔ DOC_UPDATERLegacy repo exploration & dead code removal
SPATIAL_APPVISIONOS_ENGINEER ➔ XR_INTERACTION ➔ TECH_ARTIST ➔ VERIFIERvisionOS, WebXR Three.js & volumetric UI
INFRA_OPSPLANNER ➔ INFRA_MAINTAINER ➔ SECURITY_REVIEWER ➔ VERIFIERDocker, Kubernetes, CI/CD pipelines & SRE
FULL_ASSURANCEPLANNER ➔ IMPLEMENTER ➔ CODE_REVIEW ➔ SEC_REVIEW ➔ REALITY_CHECK ➔ VERIFIERMission-critical release quality gate
REALITY_CHECKREALITY_CHECKER ➔ EVIDENCE_COLLECTOR ➔ QA_ENGINEERSkeptical proof & screenshot verification
AUDITSECURITY_REVIEWER ➔ CODE_REVIEWERFast static security & code review
HEAVYPLANNER ➔ IMPLEMENTER (worktree) ➔ CODE_REVIEWER ➔ VERIFIERLong autonomous refactoring & large features
HIGH_RISKPLANNER ➔ ARCHITECT ➔ IMPLEMENTER ➔ SECURITY_REVIEWER ➔ FIXER ➔ VERIFIERAuth, migrations, payments & tenant isolation
COMPLEXPLANNER ➔ IMPLEMENTER ➔ CODE_REVIEWER ➔ FIXER ➔ VERIFIERStandard multi-file feature development
GTM_LAUNCHPRODUCT_MANAGER ➔ SEO_SPECIALIST ➔ GROWTH_HACKER ➔ COPYWRITERGo-to-market release & launch strategy
DEEP_RESEARCHRESEARCH_SYNTHESIST ➔ TREND_RESEARCHER ➔ EXECUTIVE_SUMMARYCross-source literature & market intelligence

5. Architectural Scorecard: BlackPearl vs. DeepSeek Harness (DSH)

Evaluation Dimension🏴‍☠️ BlackPearl (AI Engineering OS)🧠 DeepSeek Harness (DSH Engine)Architectural Role
Primary Architectural RoleAI Engineering OS & Control PlaneProgrammable Agent Runtime EngineComplementary Stack
“Install and Start Engineering”⭐⭐⭐⭐⭐ 10/10⭐⭐⭐ 7/10🏆 BlackPearl (Ready out of the box)
Pre-Configured Specialist Agents⭐⭐⭐⭐⭐ 10/10 (273+ Personas)⭐⭐ 4/10 (Runtime only)🏆 BlackPearl (18 Enterprise Divisions)
Pre-Authored Skills Library⭐⭐⭐⭐⭐ 10/10 (634+ Skills)⭐⭐⭐ 5/10 (Skill service only)🏆 BlackPearl (ECC + Custom Skills)
Multi-Agent Team Workflows⭐⭐⭐⭐⭐ 10/10 (26 Executable Pipelines)⭐⭐⭐ 7/10 (Requires user code)🏆 BlackPearl (dsh-team.js orchestrator)
Engineering Discipline & Rules⭐⭐⭐⭐⭐ 10/10 (5-Level Decomposition)⭐⭐⭐ 6/10 (Opinion-neutral)🏆 BlackPearl (Strict Hard Rules)
Worktree Snapshot Attribution⭐⭐⭐⭐⭐ 10/10 (RESULT - BASE)⭐⭐⭐⭐ 8/10 (Git worktrees)🏆 BlackPearl (Baseline isolation)
Platform Integrations⭐⭐⭐⭐⭐ 10/10 (Gemini, OpenCode, VS Code)⭐⭐⭐⭐ 8/10 (Core runtime)🏆 BlackPearl (Universal portability)
Low-Level Plugin Runtime (Cordis)⭐⭐⭐⭐ 8/10 (Embedded in Core)⭐⭐⭐⭐⭐ 10/10 (Native Cordis)🧠 DSH (Raw runtime foundation)
Low-Level Sandbox Primitives⭐⭐⭐⭐ 8/10 (Uses DSH engine)⭐⭐⭐⭐⭐ 10/10 (Fail-closed sandbox)🧠 DSH (Low-level containment)
Dynamic Runtime Metaprogramming⭐⭐⭐⭐ 8/10 (Pre-configured)⭐⭐⭐⭐⭐ 10/10 (Runtime package editing)🧠 DSH (Runtime extensibility)
Overall Engineering OS Score🥇 9.5 / 107.5 / 10🏆 BlackPearl: Winner for Software Engineering
Overall Runtime Engine Score8.5 / 10🥇 9.8 / 10🧠 DSH: Winner for Raw Runtime Foundation
Combined Architecture Score👑 10.0 / 10 (BlackPearl OS + DSH Core Engine)🌟 The Ultimate Autonomous Engineering Stack

🌟 What is BlackPearl?

BlackPearl is an enterprise-grade AI software development ecosystem designed to be completely portable across machines, operating systems, and fresh installations. Cloning this repository and running a single script immediately configures:

  1. BlackPearl Control Plane (Lead Supervisor) (platforms/antigravity/ -> ~/.gemini/config/)
    • 657 specialized skills auto-activated on intent.
    • Master directives (AGENTS.md, GEMINI.md) with Section 11 Division Routing.
    • Universal Hard Rules (5-Level Modular Decomposition & Doc-First Sequential Execution).
  2. BlackPearl Agent Layer (platforms/opencode/ -> ~/.config/opencode/)
    • 273+ specialized .md canonical personas mentionable anywhere (@agent-name).
    • dsh-team.js & dsh-delegate.js multi-agent orchestrator with 26 executable pipelines.
  3. BlackPearl Core Engine (frameworks/blackpearl-core/)
    • Complete DeepSeek Harness & Cordis execution framework with worktree snapshot isolation.
  4. BlackPearl Skills Engine (frameworks/blackpearl-skills/)
    • 634+ workflow skills, 68 subagents, 94 commands, and automated hooks.
  5. BlackPearl Specialist Divisions (frameworks/blackpearl-divisions/)
    • 18 enterprise divisions covering Engineering, Testing, Security, Design, Product, Healthcare, Finance, GIS, GameDev, and more.

🏢 BlackPearl Divisions — 18 Specialist Divisions (273+ Subagents)

DivisionPrimary Capabilities & FocusKey Roles & Personas
💻 Engineering (59)Clean Architecture APIs, Mobile (iOS/Android), RAG, DB Optimization, SREagency-backend-architect, agency-mobile-app-builder, agency-rag-pipeline-engineer, agency-sre
🧪 Testing & QA (9)Skeptical QA, WCAG 2.2 a11y, API contract fuzzing, Core Web Vitalsagency-reality-checker, agency-accessibility-auditor, agency-api-tester, agency-performance-benchmarker
🛡️ Security & AppSec (12)AI-code vulnerability scanner, OWASP Top 10, Secrets governance, Pen-testingagency-security-ai-generated-code-auditor, agency-security-appsec-engineer, agency-security-penetration-tester
🎨 Design & UI (10)Design systems, CSS tokens, Anti-generic UI finish gate, Micro-animationsagency-ui-designer, agency-ui-finish-gate-reviewer, agency-whimsy-injector, agency-ux-architect
📦 Product (5)PRD specs, RICE scoring, user journeys, behavioral nudge engineagency-product-manager, agency-sprint-prioritizer, agency-behavioral-nudge-engine
📋 Project Mgmt (7)Spec-to-task conversion, delivery tracking, meeting notes synthesisagency-senior-project-manager, agency-project-shepherd, agency-meeting-notes-specialist
📊 Strategy & Runbooks (6)Multi-agent runbooks: Startup MVP, Enterprise Feature, Incident Responseagency-runbook-startup-mvp, agency-runbook-enterprise-feature, agency-runbook-incident-response
🏥 Healthcare (3)Clinical evidence mapping, medical guidelines, patient safety & HIPAAagency-clinical-evidence-agent, agency-healthcare-innovation-strategist
💰 Finance & FinOps (5)Financial pro-forma models, SaaS unit economics, tax planning, FP&Aagency-financial-analyst, agency-tax-strategist, agency-fpa-analyst
🗺️ GIS & Spatial (13)Web GIS maps, GeoJSON, PostGIS queries, Cartography, Drone realityagency-web-gis-developer, agency-spatial-data-scientist, agency-drone-reality-mapping
🥽 Spatial Computing (6)VisionOS SwiftUI volumetric UI, Metal 90fps GPU, WebXR Three.jsagency-visionos-spatial-engineer, agency-macos-spatial-metal-engineer, agency-xr-immersive-developer
🎮 Game Dev (6)Core gameplay loops, virtual in-game economy balancing, audio, mechanicsagency-game-designer, agency-economy-designer, agency-game-audio-engineer
📢 Marketing (36)SEO, AEO (AI Engine Optimization), viral growth loops, Socialagency-seo-specialist, agency-growth-hacker, agency-aeo-foundations-architect
🎯 Paid Media (7)Google/Meta PPC campaigns, search query analytics, ROAS optimizationagency-ppc-campaign-strategist, agency-paid-social-strategist, agency-paid-media-auditor
💼 Sales (9)B2B outbound prospecting, discovery call coaching, deal closingagency-outbound-strategist, agency-discovery-coach, agency-deal-strategist
🎓 Academic (6)Statistical rigor, psychological models, ethnographic systemsagency-statistician, agency-psychologist, agency-narratologist
🔬 Research (1)Cross-source research synthesis, literature maps, competitive matrixagency-research-synthesist
🧩 Specialized (58)MCP server builder, Codebase archaeology, Medical coding, FedRAMPagency-mcp-builder, agency-codebase-archaeologist, agency-medical-billing-coding-specialist

🔒 Master Hard Rules

Every agent operating within BlackPearl strictly enforces two universal architectural mandates:

1. Modular Architecture (5-Level Decomposition)

Project ➔ Module/Domain ➔ Feature/Capability ➔ Use-case ➔ Responsibility ➔ File
  • One Business Action = One Use-Case File: Monolithic files (>400 lines typical, >800 lines max) are strictly forbidden.
  • Feature Ownership: Private domain logic stays inside module/feature/. Never dump business logic into shared/ or utils/.
  • Public Contracts: Inter-module communication flows exclusively through public/ interfaces. internal/ is private.

2. Documentation-First Sequential Execution

Goal ➔ Stop & Discover Docs ➔ Verify Live Code Reality ➔ Plan 4 Levels ➔ ONE Active Micro-Task
  • Stop & Discover: Read all project-authored .md files before touching any code.
  • Verify Reality: Distinguish between historical docs and live executable ground truth.
  • Single-Track Focus: Execute EXACTLY ONE active micro-task at a time: Implement ➔ Test ➔ Diff Review ➔ Quality Gate Met ➔ Close.

💻 Complete New PC / Fresh Windows Setup Guide

Dedicated Migration Guide: 💻 SETUP-NEW-PC.md

To deploy the entire BlackPearl ecosystem onto any fresh Windows, macOS, or Linux machine:

📍 Step 1: Install Prerequisites (Run in PowerShell / Terminal)

# Windows (winget)
winget install Git.Git OpenJS.NodeJS.LTS

📍 Step 2: Clone BlackPearl Repository

git clone https://github.com/BlackPearl-AI/BlackPearl.git "G:\0000 PY PROGRAM\_AI_TOOLS\BlackPearl"
cd "G:\0000 PY PROGRAM\_AI_TOOLS\BlackPearl"

📍 Step 3: Run 1-Click Master Installer

# Windows PowerShell
.\install.ps1

# Linux / macOS Bash
./install.sh

📍 Step 4: Verify System Health

.\verify.ps1

Expected Output: ALL TESTS PASSED! BlackPearl Suite is 100% healthy, synchronized, and operational.


🔑 LLM API Keys & Provider Configuration

BlackPearl supports all major AI models and 100% Free Offline Local Models:

1. Antigravity IDE & Gemini CLI (Built-in Free Integration)

  • If you run inside Antigravity IDE or Gemini CLI, BlackPearl automatically uses your active Google DeepMind environment with ZERO API keys needed!

2. 100% Free & Offline Local Models via Ollama (Zero Cost, No Internet Required)

# Install Ollama
winget install Ollama.Ollama

# Pull recommended coding models
ollama run qwen2.5-coder:14b
ollama run deepseek-r1:14b

3. Cloud LLM API Keys (Optional for Cloud Execution)

Set keys in your system environment variables or ~/.env:

[System.Environment]::SetEnvironmentVariable('DEEPSEEK_API_KEY', 'sk-your-key', 'User')
[System.Environment]::SetEnvironmentVariable('ANTHROPIC_API_KEY', 'sk-ant-your-key', 'User')
[System.Environment]::SetEnvironmentVariable('OPENAI_API_KEY', 'sk-your-key', 'User')
[System.Environment]::SetEnvironmentVariable('GEMINI_API_KEY', 'AIza-your-key', 'User')

📁 Repository Architecture

BlackPearl/
├── assets/                          # Official brand assets (orb avatar, hero banner, infographic)
├── frameworks/
│   ├── blackpearl-core/             # DeepSeek Harness runtime, Cordis engine, process sandboxes
│   ├── blackpearl-skills/           # 634+ workflow skills, 68 subagents, 94 commands, hooks
│   └── blackpearl-divisions/        # 18 specialist enterprise divisions (273+ personas)
├── platforms/
│   ├── antigravity/                 # Global Supervisor directives & 657 skills pool
│   └── opencode/                    # 273+ canonical agents & 26 team pipeline orchestrators
├── templates/                       # Project onboarding scaffolds & AGENTS.md templates
├── DECLARATION.md                   # Official Ecosystem Manifesto & Origins
├── SETUP-NEW-PC.md                  # Comprehensive fresh machine onboarding guide
├── install.ps1 / install.sh         # 1-Click zero-config master installers
├── verify.ps1                       # Automated ecosystem health auditor
└── scaffold.ps1                     # Instant new project scaffolder

🛡️ License

Distributed under the MIT License. Free for personal and commercial autonomous software engineering.


BlackPearl AI — Autonomous Software Engineering Operating System
Orchestrate. Navigate. Verify. Execute.