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
๐Ÿง  Algorithms Agent
Complete - 8/8 algorithms
โœ“ Multi-Armed Bandit
โœ“ Genetic Algorithm
โœ“ Q-Learning
โœ“ A* Pathfinding
โœ“ Markov Chain
โœ“ Simulated Annealing
โœ“ Ensemble Model
โœ“ Attention Mechanism
๐Ÿ—๏ธ Infrastructure Agent
Complete - 6/6 components
โœ“ Redis Caching
โœ“ Bull Queues
โœ“ WebSocket Server
โœ“ Docker Setup
โœ“ CI/CD Pipeline
โœ“ Monitoring
๐Ÿ”— Integrations Agent
Complete - 5/5 integrations
โœ“ Google Calendar
โœ“ Slack Bot
โœ“ GitHub Issues
โœ“ Jira Sync
โœ“ Email NLP
๐ŸŽฏ Smart Features Agent
Complete - 6/6 features
โœ“ Problem Detection
โœ“ Root Cause Analysis
โœ“ Smart Scheduler
โœ“ Workload Balancer
โœ“ Deadline Risk
โœ“ Conflict Resolver
โœจ UX Agent
Complete - 5/5 components
โœ“ Gesture Actions
โœ“ Voice Commands
โœ“ Adaptive UI
โœ“ Quick Resolve
โœ“ Dashboard Builder
๐Ÿงช Testing Agent
Complete - 5/5 test suites
โœ“ Algorithm Tests
โœ“ Integration Tests
โœ“ E2E Tests
โœ“ Load Tests
โœ“ 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!