# ORACLE v2.0 Development

Production Problem Solver - State-of-the-Art Algorithms

BUILD COMPLETE - 35/35 STORIES
35
Stories Completed
0
In Progress
35
Total Stories
100%
Complete

### Implementation Summary

#### Algorithms (8 files)

- multiArmedBandit.ts - UCB1 + Thompson Sampling
- geneticAlgorithm.ts - Multi-objective Pareto
- qLearning.ts - Experience Replay + TD
- astar.ts - Custom Heuristics
- markovChain.ts - HMM + Viterbi
- simulatedAnnealing.ts - Adaptive Cooling
- ensembleModel.ts - Stacking + Bagging
- attentionMechanism.ts - Multi-Head Attention

#### Infrastructure (5 files + Docker)

- redis.ts - Connection Pool + Pub/Sub
- queue.ts - Bull Priority Queues
- websocket.ts - Socket.io + Redis Adapter
- monitoring.ts - Prometheus Metrics
- docker/ - Compose + CI/CD + Grafana

#### Integrations (5 files)

- googleCalendar.ts - OAuth2 + Events
- slack.ts - Bot + Slash Commands
- github.ts - App + Webhooks
- jira.ts - Cloud API + JQL
- emailNlp.ts - Intent + Entity + Sentiment

#### Smart Features (6 files)

- problemDetection.ts - Isolation Forest
- rootCauseAnalysis.ts - Causal Graphs
- meetingScheduler.ts - Constraint Solver
- workloadBalancer.ts - Resource Optimization
- deadlineRisk.ts - Monte Carlo Risk
- conflictResolver.ts - AHP Decision

#### UX Components (5 files)

- GestureActions.tsx - Swipe + Haptic
- VoiceControl.tsx - Speech Recognition
- AdaptiveUI.tsx - Context-Aware
- QuickResolve.tsx - One-Tap Actions
- DashboardBuilder.tsx - Drag-Drop Widgets

#### Tests (17 files)

- Algorithm tests (6) - MAB, GA, Markov, SA, Ensemble, Attention
- Integration tests (4) - Calendar, Slack, Jira, Email
- Smart feature tests (3) - Workload, Risk, Conflict
- E2E test (1) - Full OODA loop
- Security tests (2) - Auth, Injection
- Phase tests (1) - Integration

🧠 Algorithms Agent
Complete - 8/8 algorithms
✓ Multi-Armed Bandit
✓ Genetic Algorithm
✓ Q-Learning
✓ A* Pathfinding
✓ Markov Chain
✓ Simulated Annealing
✓ Ensemble Model
✓ Attention Mechanism
🏗️ Infrastructure Agent
Complete - 6/6 components
✓ Redis Caching
✓ Bull Queues
✓ WebSocket Server
✓ Docker Setup
✓ CI/CD Pipeline
✓ Monitoring
🔗 Integrations Agent
Complete - 5/5 integrations
✓ Google Calendar
✓ Slack Bot
✓ GitHub Issues
✓ Jira Sync
✓ Email NLP
🎯 Smart Features Agent
Complete - 6/6 features
✓ Problem Detection
✓ Root Cause Analysis
✓ Smart Scheduler
✓ Workload Balancer
✓ Deadline Risk
✓ Conflict Resolver
✨ UX Agent
Complete - 5/5 components
✓ Gesture Actions
✓ Voice Commands
✓ Adaptive UI
✓ Quick Resolve
✓ Dashboard Builder
🧪 Testing Agent
Complete - 5/5 test suites
✓ Algorithm Tests
✓ Integration Tests
✓ E2E Tests
✓ Load Tests
✓ Security Tests
Build Log - All Stories Complete
DONE[ALGORITHMS] Multi-Armed Bandit with UCB1 + Thompson Sampling
DONE[ALGORITHMS] Genetic Algorithm with Pareto frontier optimization
DONE[ALGORITHMS] Q-Learning with experience replay and TD learning
DONE[ALGORITHMS] A* Pathfinding with custom heuristics
DONE[ALGORITHMS] Markov Chain with HMM and Viterbi algorithm
DONE[ALGORITHMS] Simulated Annealing with adaptive cooling
DONE[ALGORITHMS] Ensemble Model with stacking and bagging
DONE[ALGORITHMS] Attention Mechanism with multi-head attention
DONE[INFRA] Redis caching with connection pooling and pub/sub
DONE[INFRA] Bull queues with priority and dead letter
DONE[INFRA] WebSocket server with Socket.io and Redis adapter
DONE[INFRA] Docker setup with compose and health checks
DONE[INFRA] CI/CD pipeline with GitHub Actions
DONE[INFRA] Monitoring with Prometheus and Grafana
DONE[INTEGRATIONS] Google Calendar OAuth2 integration
DONE[INTEGRATIONS] Slack Bot with slash commands
DONE[INTEGRATIONS] GitHub App with webhooks
DONE[INTEGRATIONS] Jira Cloud sync with JQL
DONE[INTEGRATIONS] Email NLP with intent and entity extraction
DONE[SMART] Problem Detection with Isolation Forest
DONE[SMART] Root Cause Analysis with causal graphs
DONE[SMART] Smart Scheduler with constraint solving
DONE[SMART] Workload Balancer with resource optimization
DONE[SMART] Deadline Risk with Monte Carlo simulation
DONE[SMART] Conflict Resolver with AHP decision making
DONE[UX] Gesture Actions with swipe and haptic feedback
DONE[UX] Voice Commands with speech recognition
DONE[UX] Adaptive UI with context awareness
DONE[UX] Quick Resolve with one-tap actions
DONE[UX] Dashboard Builder with drag-drop widgets
DONE[TESTING] Algorithm unit tests (6 suites)
DONE[TESTING] Integration API tests (4 suites)
DONE[TESTING] E2E OODA loop test
DONE[TESTING] Smart feature tests (3 suites)
DONE[TESTING] Security tests (auth + injection)
COMPLETE[SYSTEM] All 35 stories implemented successfully!