High-Density Temporal Telemetry &
Autonomous Observability Core
GAUNTLET is an authoritative time-series storage, mathematical anomaly intelligence, and live web probing platform built 100% from first principles without external databases or bloated frameworks.
The Bloat Problem vs. First Principles
LSM-Tree Storage Engine & Binary Protocol
The 6-Phase Agentic Pipeline
Probes raw network sockets for DNS, TLS, round-trip latency, and jitter variance.
Appends raw HTML payloads directly to disk with CRC-32 checksums.
Crawls <title>, H1, meta tags, and indexes route links into Bloom filters.
Transforms raw responses into structured metrics: Latency, Size, CPU, and Heap RAM.
Reconstructs historical time-series epochs to measure performance drift and state shifts.
Applies $z$-score thresholds ($|z| \ge 2.0$) and Pearson matrices ($r$) for instant root-cause diagnosis.
Aura Botanica: Our Standalone Target
Why We Built Our Own Target Website
To ensure GAUNTLET is 100% self-sustaining and zero-dependent without relying on third-party APIs that could throttle or block scrapers during evaluation, we designed and deployed a live mock luxury café site.
White-Box Mathematics from First Principles
1. Z-Score Anomaly Engine
|z| ≥ 2.0Measures how many standard deviations ($z$) an observation ($x$) deviates from historical baseline mean ($\mu$). Automatically adapts to server trends instead of arbitrary static thresholds.
2. Pearson Correlation Matrix ($r$)
-1.0 ≤ r ≤ +1.0Evaluates pairwise linear relationships between metrics. A correlation of $+0.94$ between Page Size and CPU Usage mathematically proves causal degradation rather than random variance.
Handcrafted DSL Compiler & Query Planner
Converts query strings into typed semantic tokens without regex backtracking.
Builds hierarchical grammar trees to validate projections and filters.
Rejects non-matching segment files on disk, cutting physical reads by >90%.
Cross-Entity Multi-Metric Graphs
Public Production Footprint
Global edge caching, zero-leak guest auth, mobile drawer navigation, and reverse proxy.
Persistent binary WAL, crawler dispatcher, statistical engine, and 9 REST endpoints.
Standalone live café website providing authentic real-world DOM structures and routes.
Verification, Benchmarks & Durability
Official Submission Package
Detailed standard library justification with line-by-line reasoning per module swap.
One-command automated test runner: make test, make serve, make verify.
Structured zero-dependency verification manifest and native module proof.
Clean empty manifest certifying zero third-party dependencies.
Thank You from Team GenWin!
GAUNTLET proves that high-performance, crash-resilient temporal storage and statistical observability can be engineered from first principles with zero runtime bloat.