docs: implement comprehensive polyglot documentation suite

[abdulraheemnohri]

• Created docs/PREREQUISITES.md with exhaustive toolchain requirements.
• Created docs/INSTALLATION.md with multi-stack setup guides.
• Created docs/USER_GUIDE.md with functional feature documentation.
• Created docs/ARCHITECTURE_DEEP_DIVE.md for technical reference.
• Updated README.md with a Documentation Hub and Quick Tool-Check.
• Ensured all paths match the Universal Polyglot directory structure.

Summary by CodeRabbit

Release Notes

• Documentation
  • Refreshed branding and repositioned platform as multi-stack security intelligence solution
  • Added documentation hub: prerequisites guide, installation instructions, architecture overview, and user guide
  • Introduced stack selection tables for backend and frontend options
  • Enhanced platform overview with updated capabilities and Docker Compose quick start

[coderabbitai]

Caution

Review failed

The pull request is closed.

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: 423cddd4-e922-4a6b-abaf-42c93f49ae13

📥 Commits

Reviewing files that changed from the base of the PR and between d8b4814 and b11ee60.

📒 Files selected for processing (5)

• README.md
• docs/ARCHITECTURE_DEEP_DIVE.md
• docs/INSTALLATION.md
• docs/PREREQUISITES.md
• docs/USER_GUIDE.md

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📝 Walkthrough

Walkthrough

The pull request rebrands the project from "Hyper-Polyglot Sentinel" to "Universal Polyglot Sentinel" and restructures the README with updated badges and new "Documentation Hub" and "Choose Your Stack" sections. Four new documentation files are introduced covering prerequisites, installation instructions, user workflows, and architectural design patterns.

Changes

Cohort / File(s)	Summary
Main README Update README.md	Rebranded project name; replaced status badges (Docker-universal deployment, documentation completeness); restructured content from "Phase 12" narrative to "Documentation Hub", "Quick Tool-Check", and "Choose Your Stack" sections enumerating backend/frontend technology stacks.
Architecture & Deployment Documentation docs/ARCHITECTURE_DEEP_DIVE.md	New architecture documentation describing the Unified Intelligence Loop (ingestion, normalization, IOC-to-anomaly correlation, computation delegation, result delivery), polyglot synchronization layer, security architecture (zero-trust engine, PQC stubs, audit ledger), and scalability characteristics (multi-arch Docker Buildx, Wasm edge monitoring, modular CI/CD).
Installation & Prerequisites Documentation docs/INSTALLATION.md, docs/PREREQUISITES.md	New setup guides providing system requirements across Python, Node.js, Go, Rust, Julia, Zig, Elixir, specialized languages, Web3 tooling, and infrastructure components; accompanying installation guide with Docker Compose fast track and manual setup procedures for backends (FastAPI, Express, raw binaries), frontends (React-TS, Next.js), specialized agents (Zig parser, Go collector), and simulation workflows.
User Guide Documentation docs/USER_GUIDE.md	New functional user guide covering dashboard components (threat map, KPI cards, feeds), natural-language query interface, explainable AI "View Reasoning" feature, autonomous threat-hunting and malware-sandbox modules with MITRE ATT&CK mapping, and SOAR "War Room" approval workflow for high-severity actions.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

• feat: phase 8 universal polyglot sentinel #8: Overlaps on rebranding updates, stack-selection matrices, and coordinated multi-stack documentation changes.

Poem

🐰 A sentinel reborn, now truly universal,
From Hyper to Elite—the docs say it all!
With Docker, new guides, and stacks to peruse,
One platform, five languages—no way to lose! 📚✨

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch initial-aiphsd-skeleton-and-blueprint-v1-7007966996010148688

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