langfuse-observability
Instrument LLM applications with Langfuse tracing. Use when setting up Langfuse, adding observability to LLM calls, or auditing existing instrumentation.
Instrument LLM applications with Langfuse tracing. Use when setting up Langfuse, adding observability to LLM calls, or auditing existing instrumentation.
Instruments running binaries using Frida's dynamic analysis toolkit. Use when tracing function calls at runtime, hooking APIs, inspecting process memory, enumerating loaded modules, or performing instruction-level tracing on live processes.
Manage test data with factories, fixtures, isolation strategies, and cleanup to prevent test pollution.
강의 섹션 완료 시 다음 섹션으로 전환하는 공통 패턴 — 섹션 완료 확인, 남은 시간 표시, 다음 섹션 진행 여부 확인. Use when transitioning between sections, pacing lecture, or checking progress.
Instruments Node.js/TypeScript applications with OpenTelemetry spans following best practices. Use when adding distributed tracing, instrumenting HTTP requests, database operations, or when implementing observability with OpenTelemetry in Node.js applications.
Structures test validation with precision, accuracy, linearity, and reference range establishment. Use when validating new assays, documenting method comparisons, or establishing reference ranges.
Monitors and documents hospital-acquired infections, pressure injuries, and other preventable conditions. Use when tracking HACs, documenting nosocomial events, or reporting patient safety indicators.
Structures comparison with prior imaging studies to identify interval changes and trends. Use when comparing imaging studies, identifying interval changes, or tracking disease progression.
Compares medication lists across care settings to identify discrepancies, duplications, and omissions. Use when performing medication reconciliation, identifying med discrepancies, or verifying discharge prescriptions.
Compares admission, inpatient, and discharge medication lists to identify discrepancies. Use when performing medication reconciliation, identifying med changes, or verifying discharge prescriptions.
Applies pain assessment scales (NRS, Wong-Baker, FLACC, BPS) with intervention documentation and reassessment. Use when assessing pain, selecting pain scales, or documenting pain management.
Tracks nursing quality indicators (NDNQI, HCAHPS) with performance improvement documentation. Use when monitoring nursing quality, tracking NDNQI metrics, or managing quality improvement.
Evaluates medical records practices against retention, access, and amendment requirements. Use when auditing medical records, managing record retention, or processing amendment requests.
Tracks QC data with Westgard rules and corrective action documentation. Use when managing lab QC, interpreting Westgard violations, or documenting corrective actions.
Implements OSHA and CDC dental infection control guidelines with sterilization monitoring documentation. Use when managing dental infection control, documenting sterilization, or maintaining infection prevention compliance.
Tracks critical value notification with documentation requirements and clinical correlation. Use when reporting critical lab values, verifying notification, or documenting critical result acknowledgment.
Tracks controlled substance prescribing with PDMP review, risk assessment, and compliance monitoring. Use when managing controlled substances, reviewing PDMP data, or monitoring opioid prescribing.
Guides contrast reaction grading, treatment, and premedication protocols for future studies. Use when managing contrast reactions, planning premedication, or documenting adverse contrast events.
Structures contact tracing operations with case investigation, contact identification, and monitoring protocols. Use when conducting contact tracing, managing case investigations, or monitoring exposed contacts.
Evaluates clinical trial regulatory compliance with FDA/IRB requirements and audit readiness. Use when auditing trial compliance, preparing for FDA inspections, or managing regulatory requirements.
Structures clinical registry data collection with quality measure calculation and reporting. Use when managing clinical registries, submitting registry data, or calculating quality measures.
Instruments .NET applications with OpenTelemetry spans following best practices. Use when adding distributed tracing, instrumenting HTTP requests, SOAP calls, database operations, or when implementing observability with OpenTelemetry in .NET Framework 4.8 or .NET 8 applications.
Interprets pacemaker and ICD interrogation data with programming optimization documentation. Use when reviewing device interrogations, managing pacemaker settings, or documenting ICD therapies.