The Opstral Engineering Blog
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- How-ToHow to Monitor Amazon Bedrock with OpenTelemetryMonitoring Amazon Bedrock with OpenTelemetry means instrumenting your Bedrock model-invocation calls to emit spans with model, token, latency and c...Read the how-to →
- How-ToHow to Instrument the OpenAI Agents SDK with OpenTelemetryInstrumenting the OpenAI Agents SDK with OpenTelemetry means capturing agent runs, handoffs, guardrail checks and tool calls as spans over OTLP, so...Read the how-to →
- GlossaryWhat Is MCP (Model Context Protocol)?MCP (Model Context Protocol) is an open standard that defines how AI applications and agents connect to external tools, data sources and context. I...Read the definition →
- GlossaryWhat Is RAG (Retrieval-Augmented Generation)?RAG (Retrieval-Augmented Generation) is a technique that improves LLM answers by retrieving relevant information from an external knowledge source ...Read the definition →
- GlossaryWhat Is AI Governance?AI governance is the set of policies, controls and oversight that ensure AI systems are built, deployed and used safely, ethically, transparently a...Read the definition →
- GlossaryWhat Is Microservices Monitoring?Microservices monitoring is the practice of observing the health, performance and interactions of the many small, independent services that make up...Read the definition →
- ListicleBest Microservices Monitoring Tools in 2026Monitoring microservices means seeing across services, not just within them. This is an honest shortlist for 2026, judged on distributed tracing de...Read the shortlist →
- GlossaryWhat Is Platform Engineering?Platform engineering is the discipline of building and running an internal developer platform, a set of self-service tools, workflows and infrastru...Read the definition →
- PerspectiveWhy Platform Engineering Needs Autonomous ObservabilityPlatform teams are small, serve everyone, and cannot manually watch every service. Giving developers dashboards is not enough; the paved road has t...Read the perspective →
- GlossaryWhat Is DevOps Observability?DevOps observability is the application of observability within a DevOps practice, instrumenting systems so that development and operations share o...Read the definition →
- GlossaryWhat Is On-Call?On-call is the practice of designating engineers to be available outside normal working hours to respond to production incidents, so that whenever ...Read the definition →
- PlaybookOn-Call Best Practices: A Practical GuideGood on-call is designed, not endured. This is a practical guide to running a rotation that stays effective without burning out your engineers.Read the playbook →