Performance & Optimization

Kill Bottlenecks Before They Kill Your Uptime

Identify invisible performance regressions and resource leaks in real-time. Logsmith.ai maps every telemetry shift against historical baselines.

Latency: Stable
P99 @ 38ms
Resource Leak
GC Overhead +22%
radar

The "Shift-Left" Timeline

Watch how Logsmith identifies the exact commit that triggered a p99 latency spike before it impacts a single customer.

10:00 AM - BASELINE
10:20 AM - DEPLOYMENT
commit: #f92a1
10:45 AM - REGRESSION
PREDICTED OUTAGE
Logsmith Alert
Latency +45%
check
NORMAL OPS
System running within p95 SLA parameters.
upload
Commit Correlation
Auto-tagged PR #421 to performance change.
warning
Smart Alert
Identified regression 45m before impact.
cancel
Prevented Outage
Automated rollback triggered by Logsmith.

Proactive Health Monitoring

Full-stack visibility into the silent killers of system performance.

speed

Latency Anomalies

Pinpoint exact services causing P99 spikes. Our engine filters out noise to show only actionable regressions.

memory

Resource Leaks

Catch memory leaks and connection pool exhaustion days before they crash your production environment.

query_stats

Query Optimization

Identify unindexed fields and N+1 query patterns that are slowly strangling your database performance.

Visualize Every Bottleneck

hub

Service Graph Analysis

Visualize dependency chains and how a slowdown in one service impacts your entire customer experience.

history

Historical Benchmarking

Automatically compare current performance against pre-deploy baselines or seasonal peaks.

auto_fix_high

Automated RCA

Stop guessing. Get instant root cause analysis with code-level stack traces and remediation steps.

LIVE ANALYSIS
analysis_report.json

{

"incident_id": "LB-402-DELTA",

"timestamp": "2024-05-24T14:22:01Z",

"status": "CRITICAL_DEGRADATION",

"affected_component": "payment-gateway-v2",

"findings": {

"cpu_spike": "88.4%",

"reason": "Unoptimized regex in validator"

},

"auto_remediation": {

"action": "ROLLBACK_CANARY",

"status": "COMPLETED"

}

}

Stop Guessing. Start Scaling.

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