The Three Production Systems
ChirpIQX, PerchIQX, and WakeIQX — all deployed and validated in production as of January 2025.
ChirpIQX - Sound Dimension
Fantasy Sports Intelligence
Real-time breakout detection and waiver wire intelligence. ChirpIQX analyzes fantasy hockey players using additive scoring to signal urgent waiver wire opportunities.
Key Features
- Urgency Tiers: MUST-ADD, STRONG_PICKUP, WATCH, PASS
- Multi-Factor Scoring: Recent + projections + opportunity - risk
- Personality Modes: Aggressive, Analytical, Balanced, Hype
- Real-Time Analysis: Sub-second recommendations
- Observable Anchoring: No speculation, only measurable stats
Production Stats
- 78% Prediction Accuracy
- Active fantasy hockey users
- 10+ MCP Tools available
- Domain: Fantasy sports (expandable)
(Opportunity × 20%) - (Risk × 10%)
PerchIQX - Space Dimension
Database Schema Intelligence
Structural analysis and architectural optimization for databases. PerchIQX maps database schemas using multiplicative ICE scoring to prioritize architectural improvements.
Key Features
- ICE Scoring: Insight × Context × Execution
- Relationship Mapping: Foreign keys, cardinalities
- Environment-Aware: Dev vs staging vs production
- Pattern Detection: Missing PKs, orphaned tables
- Observable Only: Schema structure, not assumed intent
Production Stats
- 398 Automated Tests Passing
- Database: Cloudflare D1 (SQLite)
- 5 Core Tools available
- Domain: Database architecture
WakeIQX - Time Dimension
Context Management Intelligence
Temporal context preservation and session continuity. WakeIQX maintains context across AI sessions using exponential temporal decay.
Key Features
- Memory Hierarchy: Ultra-short → long-term
- Temporal Decay: Exponential relevance reduction
- Causality Tracking: Action trails with rationales
- Session Continuity: Seamless context restoration
- Observable Only: Timestamps and events, no predictions
Production Stats
- Production Deployment (January 2025)
- Context Restoration: 10min → 5sec
- 85% Continuity maintained
- Domain: AI context management
Fetch - The Action Layer
Closing the Intelligence Loop
Fetch completes the foraging cycle by determining when and how to act. Built on the 3D foundation (Chirp, Perch, Wake) and DRIFT measurement, Fetch provides the decision logic that transforms sensing into decisive action.
Key Capabilities
- Decision Thresholds: Execute/Confirm/Queue/Wait
- Multiplicative Gating: All dimensions must align
- Confidence Assessment: min(Perch, Wake) gates action
- Closed Feedback Loop: Re-sense after action
Use Cases
- Browser Automation Agents
- Trading Signal Execution
- Content Publishing Decisions
- AI Agent Task Prioritization
where Confidence = min(Perch, Wake) / 100
"DRIFT sees the moon's reflection in the water. Fetch is the dive to reach it." 🦅