Request Analysis

Every Request. Analyzed Automatically.

A 13-rule engine surfaces anti-patterns, PII exposure, and optimization opportunities from your live traffic. No agents, no SDKs, no code changes.

Three-Tier Capture Architecture

100% visibility with zero performance impact.

Hot Path

Every request captured with atomic counters. Zero allocations, never blocks.

Command counts, latency, bytes, hot keys

Force Sampling

Errors, slow queries, and dangerous commands always captured.

Bounded at 10K events per window

Burst Capture

Full traffic sampling triggered by anomaly detection.

Statistically representative via reservoir sampling

Real-Time Threat Detection with Eden

Zero-instrumentation analytics that sits in the proxy layer. No code changes, no agents to deploy, no SDK to integrate. Enable a feature flag and insights start flowing.

Anti-Pattern Detection

Eden watches your traffic at two levels: per-connection sequences and per-endpoint aggregates. Catches slow queries, inefficient patterns, and risky operations automatically.

N+1 queriesHot keysMissing TTLsUnbounded rangesHigh fanout operationsDangerous commands

PII Detection

Real-time scanning with regex patterns and field-name heuristics. 9 categories of personally identifiable information detected and redacted before storage.

SSNCredit cardsAPI keysPasswordsEmail addressesPhone numbers

13-Rule Recommendation Engine

Not dashboards to stare at. Actionable recommendations with severity levels, confidence scores, and estimated monthly cost savings.

Write-heavy, never-read patternsOversized valuesHot key concentrationMissing pipelinesRead replica candidatesStale patterns

Zero Instrumentation

Analytics sits in the proxy layer. No agents to deploy, no SDKs to integrate, no code to change. Point your traffic through Eden and insights start flowing.

Config flag in eden.tomlEnvironment variableRuntime API toggle

Detected Anti-Patterns

Automatically flagged with confidence scores and actionable recommendations.

N+1 Queries

5 repeated commands

Hot Keys

10 accesses per key

KEYS Command

Any occurrence

Unbounded Range

Any occurrence

Large Responses

> 64 KB

High Fanout

100+ keys avg

High Error Rate

> 10% rate

Missing TTLs

> 80% no TTL

Live Recommendations for Running Systems

Eden provides the first real-time recommendation system that provides severity, confidence, and actionable improvements.

High Severity
Confidence: 87%

Write-Heavy, Never-Read Pattern

Pattern: session:*:temp

Writing 12,400/day with 0 reads. Consider removing or adding a TTL.

Critical
Confidence: 94%

N+1 Query Detected

Endpoint: /api/v1/orders

42 sequential identical queries per request. Batch into a single query to reduce latency by ~85%.

Medium
Confidence: 72%

Read Replica Candidate

Endpoint: analytics-db-primary

92% read ratio across 340K daily requests. Route reads to a replica to reduce primary load.

See What Your Traffic Is Telling You

Enable Eden's analytics engine and start getting actionable insights from day one.