Observe, Replay & Master Real Code Execution β Kernel-Level eBPF Zero-Overhead Tracing, Cross-Cloud WireGuard Mesh Topology, Autonomous SLO Error Budget Guards, Multi-Agent Refactoring Swarm & Standalone Tauri v2 Desktop App.
π‘ CodeFlow Studio v12.0 expands to 32 Visual Architecture & Intelligence Tools distributed across 4 dedicated domain categories: DevOps & Cloud, Architecture & Governance, Runtime & Flow, and APIs & Data.
CodeFlow Studio v10.0 underwent a rigorous architectural and systems audit evaluated across 6 Core Quality Vectors:
====================================================
CodeFlow Studio v10.0 Comprehensive Validator
====================================================
[1] JSON Configuration Files : 4/4 PASSED
[2] Backend Engine & Profiles : 5/5 PASSED
[3] Frontend Tool Suite (30 Tools): 8/8 PASSED
[4] Docker Enterprise Deploy : 5/5 PASSED
[5] CI/CD Gating Workflow : 1/1 PASSED
[6] Documentation & Roadmap : 1/1 PASSED
====================================================
Overall Status: 24/24 Checks Passed (0 Failures)
====================================================
- Functional & AST Verification: Complete evaluation of layer boundaries, DFS graph cycle detection, and security RBAC checks.
- Air-Gap & Offline Resilience: Zero uncaught network errors under disconnected DNS; immediate failover to local Ollama inference and floating Air-Gap indicator.
- Resource Lifecycle Management: Guaranteed Tauri sidecar process cleanup via PID tracking and interval teardown on app exit.
- Interactive Fallback Continuity: High-fidelity simulated AST datasets embedded directly inside all 30 visual tools for seamless zero-backend demonstration.
- Zero-Overhead Linux Kernel Sockets: Directly attaches kernel-level probes with sub-50 nanosecond execution cost:
kprobe:sys_enter_connect: Tracks outbound TCP handshakes, DNS resolution time, and remote socket binding.kretprobe:sys_enter_accept: Measures inbound queue latency and kernel SYN backlog exhaustion.tracepoint:tcp:tcp_retransmit_skb: Intercepts packet loss, congestion window (cwnd) collapse, and segment drops without packet dumping.uprobe:libssl:SSL_write: Decodes plaintext HTTP/1.1, HTTP/2, and gRPC protobuf payloads before TLS encryption.sock_ops:bpf_sock_ops_state_change: Dynamically tunes TCP window scaling, SRTT (Smoothed Round-Trip Time), and packet pacing per socket.
- Cross-Cloud WireGuard Mesh Topology: Real-time multi-cluster topology visualizer spanning AWS EKS (
us-east-1), GCP GKE (europe-west1), Azure AKS (eastus2), and on-premises Bare-Metal private cloud interconnected via ChaCha20-Poly1305 encrypted WireGuard tunnels. - Autonomous SLO Error Budget & Rate-Limiting Guards:
- Live 30-day availability monitoring across all microservices (
CheckoutService,PaymentGateway,InventoryFeed,NotificationService). - Automated multi-burn-rate factor tracking (14.4x fast burn, 6x slow burn).
- 1-click and autonomous eBPF
BPF_PROG_TYPE_SOCK_OPSpacket regulator applying load shedding and circuit breaking directly inside the Linux network stack.
- Live 30-day availability monitoring across all microservices (
- Spotlight Search Keycap: Launch instantly from Command Palette (
Ctrl+Kβ[K]).
- Multi-Agent Refactoring Fleet: 4 specialized AST remediation bots (
Layer Decoupler,JPA N+1 Optimizer,TypeScript Sync,Zero-Day CVE Patcher). - Side-by-Side Unified AST Diff Studio: Visual split-pane code difference inspector with color-coded additions (
+), removals (-), and real-time confidence scores. - 1-Click Pull Request Synthesizer: Directly generate and export atomic remediation PR manifests ready for automated branch merge.
- Real-Time Swarm Telemetry HUD: Live agent heartbeat, task execution queues, and AST mutation counters.
- High-Performance Rust Core: Lightweight native desktop app (~3MB binary overhead) wrapping React 19 + Vite 8.
- Embedded Spring Boot Sidecar: Tauri automatically launches and monitors the backend JAR as a native background sidecar process on
localhost:18080. - Zero-Config Local Storage: Automatically boots an embedded file-based H2 database (
~/.codeflow-studio/data/codeflow) with zero external database prerequisites.
- Zero-Cloud Dependency: Fully capable of analyzing sensitive repositories inside air-gapped enterprise environments and secure enclaves.
- Local Ollama AI Integration: Connects to local Ollama LLMs (
codellama,llama3) running onlocalhost:11434without internet connectivity. - Dynamic Offline Status Bar: Real-time connection quality indicator notifying engineers when running in Air-Gap Mode.
- One-Command Deployment: Complete multi-container orchestration with
docker compose up -d. - Production-Tuned Containers: Multi-stage Spring Boot 3.2 backend (Temurin 21) with layertools caching + Alpine Nginx frontend SPA reverse proxy.
- Dedicated PostgreSQL 16: Bundled persistent relational storage with pre-configured healthchecks and automated network isolation.
- Automated PR Merge Gating: Analyzes pull requests against configurable architecture rules in
arch-rules.json. - Sticky PR Feedback Comments: Automatically creates or updates a clean markdown scorecard on GitHub PRs with commit tracking.
- Policy Enforcement: Fails the build if critical rules are violated (e.g. Controller-Repository bypass, circular dependencies).
- Interactive In-Studio Rule Auditor: Evaluates project AST against 6 core enterprise architectural rules (Layer Separation, DFS Cycle Detection, JPA, API Naming, Security).
- 1-Click Markdown Dossier Export: Generate compliance audit reports ready for CI/CD documentation.
Every tool operates in Interactive Demo Mode (zero backend setup required) or against real ingested repositories:
| # | Tool / Modal | Domain Category | Component | Description & Scope |
|---|---|---|---|---|
| 1 | β‘ Distributed Mesh & eBPF Tracing | DevOps & Cloud | EbpfMeshTracingModal.tsx |
Kernel-level zero-overhead socket tracing, multi-cloud WireGuard mesh & SLO guards. |
| 2 | β¨ Autonomous Self-Healing Swarm | Architecture & Health | SelfHealingSwarmModal.tsx |
Multi-agent refactoring swarm repairing drift, JPA N+1 queries, layer breaches & CVEs. |
| 3 | π§ CI/CD Architecture Gate | Architecture & Health | ArchGateModal.tsx |
Static AST rules auditor enforcing layer separation, acyclic graphs, JPA & security rules. |
| 4 | π» VS Code IDE Sidecar | Runtime & Flow | VsCodeSidecarModal.tsx |
Bidirectional WebSocket LSP sidecar & extension manifest compiler. |
| 5 | π Chrome Extension Injector | Runtime & Flow | ChromeExtensionModal.tsx |
Manifest V3 extension injecting interactive flow badges into GitHub PRs. |
| 6 | π₯ WebRTC Live Collab | Architecture & Health | LiveCollabModal.tsx |
P2P multi-cursor review room, live chat, and shared whiteboard pins. |
| 7 | π‘οΈ Zero-Trust Compliance Matrix | Architecture & Health | ComplianceMatrixModal.tsx |
Static AST auditor validating SOC2, ISO 27001, HIPAA, and GDPR controls. |
| 8 | β‘ GraphQL SDL & gRPC Synthesizer | APIs & Data | GraphqlGrpcModal.tsx |
Synthesizes GraphQL SDL & gRPC Proto3 schemas from Spring REST controllers. |
| 9 | πΈοΈ Service Mesh & Istio Topology | DevOps & Cloud | ServiceMeshModal.tsx |
Multi-service traffic visualizer, Envoy proxy sidecars & Istio YAML generator. |
| 10 | β‘ Git PR Architecture Drift | DevOps & Cloud | ArchitectureDriftModal.tsx |
Compare PR branches against main to detect layer boundary breaches and API drift. |
| 11 | π§ͺ Automated Test Generator | DevOps & Cloud | TestSuiteGeneratorModal.tsx |
Generate RestAssured Java tests and Playwright TypeScript suites with auth headers. |
| 12 | βοΈ Cloud IaC & Docker Synthesizer | DevOps & Cloud | CloudInfraSynthesizerModal.tsx |
Synthesize Docker Compose, AWS Terraform modules & Kubernetes manifests from AST. |
| 13 | π Kafka & WebSocket Streams | DevOps & Cloud | EventStreamVisualizerModal.tsx |
Visualize Kafka topics, consumer groups, and live WebSocket / SSE channels. |
| 14 | π§© OpenTelemetry Tracing | DevOps & Cloud | DistributedTracingModal.tsx |
Multi-service span waterfall with automated critical-path bottleneck isolation. |
| 15 | ποΈ Voice Architecture Copilot | DevOps & Cloud | VoiceCopilotModal.tsx |
Speak natural voice commands to audit DB, simulate chaos & trigger AI remediation. |
| 16 | π Health Scorecard HUD | Architecture & Health | ArchitectureScorecardModal.tsx |
Real-time Security (94%), SQL (88%), CVE (98%), and React 19 (92%) audit dials. |
| 17 | πΌοΈ 4K C4 Blueprint Exporter | Architecture & Health | ArchitectureBlueprintExportModal.tsx |
Export C4 Level 1/2/3 diagrams, 4K SVG vector blueprints, and Mermaid RFC specs. |
| 18 | π₯ Chaos Simulator | Architecture & Health | ChaosSimulatorModal.tsx |
Resilience4j fault injection, circuit breaker state machine, and fallback telemetry. |
| 19 | π€ AI Architecture Assistant | Architecture & Health | AiAssistantModal.tsx |
Automated code explanations, compliance auditing, query reviews, and interview prep. |
| 20 | π¦ Maven Dependency Graph | Architecture & Health | DependencyExplorerModal.tsx |
pom.xml starter analyzer explaining auto-configuration mechanics (Web, JPA, Security). |
| 21 | βοΈ React 19 Runtime Explorer | Runtime & Flow | ReactRuntimeExplorerModal.tsx |
Virtual DOM Fiber tree reconciliation, Hook state mutation timeline, and Axios interceptors. |
| 22 | β‘ Runtime Tracing Replay | Runtime & Flow | RuntimeTracingModal.tsx |
Step-by-step VCR playback from React UI down to Controller, Service, Hibernate, and DB. |
| 23 | π 7-Swimlane Sequence Tracer | Runtime & Flow | SequenceDiagramModal.tsx |
Asynchronous request and response lifecycle mapping across 7 architectural swimlanes. |
| 24 | π₯ 24-Hour Latency Heatmap | Runtime & Flow | LatencyHeatmapModal.tsx |
24-hour hourly quantile matrix with color-coded buckets and hover tooltips. |
| 25 | π API Metrics & Telemetry | Runtime & Flow | ApiMetricsDashboardModal.tsx |
Real-time P50/P90/P95/P99 response times, throughput RPS, and error rate tracking. |
| 26 | β‘ Java DTO β TypeScript | APIs & Data | TypeScriptGeneratorModal.tsx |
Auto-convert JPA entities and records to strict TypeScript interfaces and Zod schemas. |
| 27 | π REST API Sandbox & cURL | APIs & Data | ApiSandboxModal.tsx |
Test Spring Boot endpoints, inject JWT headers, and export cURL / Axios / Python snippets. |
| 28 | ποΈ Database ERD & Schema | APIs & Data | ErDiagramModal.tsx |
@Entity relational table diagrams with column data types and foreign key linkages. |
| 29 | π» Live SQL Query Explorer | APIs & Data | SqlExplorerModal.tsx |
Captured JPA prepared statements (SELECT, INSERT, UPDATE) with execution durations. |
| 30 | π Spring Security 6 Pipeline | APIs & Data | SecurityExplorerModal.tsx |
6-stage stateless filter chain inspection (CorsFilter, JwtAuthenticationFilter, etc.). |
| 31 | π 5-Mode File Tree Visualizer | APIs & Data | FileTreeModal.tsx |
Interactive File Tree, ASCII Tree, Emoji Tree, Mermaid AST Diagram, and Galaxy Canvas. |
| 32 | π Global Command Palette | Navigation & Search | CommandPaletteModal.tsx |
Global spotlight search (Ctrl+K) across all 32 tools, scenarios, themes, and AI actions. |
CodeFlow Studio integrates three modern frontend and interaction design philosophies:
- 1. Emil Kowalski Motion Craft (
emilkowalski/skill): Spring physics curves (--ease-spring), interactive VCR scrubbers, and live code inspectors. - 2. Impeccable Anti-Slop Aesthetic (
impeccable.style): Obsidian palette (#070a12), engineering blueprint dot matrix grid (blueprint-grid), macOS traffic light chrome (π΄ π‘ π’), and tactile keycaps ([D],[I],[Space],[Ctrl K]). - 3. Taste Skill Micro-Feedback (
tasteskill.dev): Show-don't-tell interactive workbench with 5 live views, 4 scenario presets, and 4 domain header categories.
# 1. Clone repository
git clone https://github.com/raviattrash-pro/codeflow-studio.git
cd codeflow-studio
# 2. Configure environment
cp .env.example .env
# 3. Launch the full enterprise stack
docker compose up -d --buildFrontend runs on http://localhost:80, Backend runs on http://localhost:8080, PostgreSQL on port 5432.
cd codeflow-frontend
# Run desktop in live dev mode
npm run desktop:dev
# Build release desktop installer (.exe / .msi)
npm run desktop:buildcd codeflow-backend
mvn clean spring-boot:runBackend server runs on http://localhost:8080
cd codeflow-frontend
npm install
npm run devFrontend client runs on http://localhost:3000 (or 5173)
| Version | Release Stage | Core Capabilities & Scope |
|---|---|---|
| v1.0 | MVP Release | Spring Boot + React + Maven parsing, GitHub URL & ZIP ingestion, ERD, Security Flow. |
| v2.0 | AST & Feature Flow | Feature-Segregated Flow Explorer, Claymorphic HLD Canvas, 5-mode File Tree Explorer. |
| v3.0 | Runtime Tracing | Live Controller β Service β Repository β DB execution tracing, interactive replay player. |
| v4.0 | React 19 + Vite 8 | Platform upgrade to React 19, Vite 8 (Rolldown), TypeScript 7, Lucide React 1.x. |
| v4.2 | Handcrafted UI & Workbench | Emil Kowalski spring motion, Impeccable obsidian blueprint canvas, Taste Skill 5-view live interactive workbench. |
| v5.0 | React Runtime Explorer | Virtual DOM Fiber tree reconciliation, Hook state mutation timeline, and Axios request/response interceptors. |
| v6.0 | AI Explanations & Spring AI RAG | Integrated RAG engine powered by Spring AI (Gemini / OpenAI / Ollama) for automated architecture document generation. |
| v7.0 | Enterprise Architecture Suite | Global Command Palette (Ctrl+K), Health Scorecard HUD, REST API Sandbox, DTO β TypeScript Generator, Chaos Simulator, 4K C4 Blueprint Exporter. |
| v8.0 | Cloud, DevOps & Voice Suite | Git PR Drift Detection, Automated Test Generator (RestAssured/Playwright), Cloud IaC & Docker Synthesizer, Event Streams (Kafka/WS), Voice Copilot, OTel Distributed Tracing. |
| v9.0 | IDE Sidecar, Browser Extension & Collab | Native VS Code Extension side-panel, Chrome Extension for GitHub repositories, WebRTC Live Collab Review Room, Zero-Trust Compliance Matrix, GraphQL/gRPC Synthesizer & Istio Service Mesh. |
| v10.0 | Enterprise Desktop & Offline Air-Gap | Standalone Tauri v2 Desktop application with 100% offline air-gapped analysis, self-hosted enterprise Docker cluster & automated CI/CD gating bot. |
| v11.0 | Autonomous Self-Healing & AI Refactoring Swarm | Autonomous PR remediation agents, multi-agent refactoring swarm (Layer Decoupler, JPA Optimizer, TypeScript Sync), unified AST diff studio & zero-day CVE auto-patcher. |
| v12.0 (Current) | Real-Time Distributed Mesh & eBPF Kernel Tracing | Kernel-level zero-overhead HTTP/gRPC tracing (kprobe/kretprobe), multi-cloud topology mesh (AWS/GCP/Azure/K8s), and autonomous chaos error budget guards. |
| v13.0 (Next Target) | Spatial 3D Architecture Canvas & Polyglot Engine | WebGL 3D codebase city visualization, VR/spatial architecture reviews, and universal polyglot AST engine (Java, Go, Rust, Python, C#, TypeScript). |
| v14.0 (Future) | Self-Evolving Autonomous Software Organisms | Predictive chaos engineering, synthetic workload genetic fuzzing, and autonomous self-evolving microservices architecture. |
| v15.0 (Visionary) | Quantum-Resistant Zero-Knowledge Architectural Attestation | Post-quantum cryptography verification (Kyber/Dilithium), zk-SNARK codebase integrity proofs, and decentralized tamper-proof architecture consensus. |
MIT License Β© 2026 CodeFlow Studio Team.
