Tools • Focus Areas • Production Diagnostics
Artifacts & Controls
Diagnostic tools and service focus areas for production systems. Tools help you see the problem; OptyxStack services help you fix it.
Tools
Production diagnostic tools for performance, API reliability, and AI. Each surfaces bottlenecks with minimal setup.
Performance Tools
P95/P99 latency, bottleneck analysis, regression tracking.
API Tools
Latency analysis, retry/timeout tuner, SLO builder.
AI Tools
RAG quality checker, hallucination scanner, LLM cost breakdown.
Tools help you see the problem. OptyxStack services help you fix it.
Focus areas
The operating surfaces we work on most often in client environments. This is meant to clarify scope, not imply third-party certification.
AI Diagnostics
Groundedness, retrieval quality, evaluation design, failure analysis.
Performance & Latency
Response-time tails, throughput, bottleneck analysis, inference efficiency.
API & Serving
LLM serving, tool calls, retries, timeouts, and change safety.
Honest scope beats invented badges. Use these focus areas to decide if the engagement fits your system.
If tools show a serious issue, don't guess.
Request an Audit. Measurable outcomes. Production-first.