Tenzaa's Tech Blog
This site is dedicated to sharing IT-related technologies.
Implementing Full-Stack Traceability in an MLOps Platform Using Redux Middleware and OpenTelemetry Implementing Full-Stack Traceability in an MLOps Platform Using Redux Middleware and OpenTelemetry
The operational visibility into our ML model serving platform was effectively zero. When a user reported that a predicti
2023-10-27 MLOps
MLOps OpenTelemetry SkyWalking Redux CI/CD 与 GitOps Jaeger
Propagating OpenTelemetry Context from Redux Actions Through an OAuth 2.0 Flow to a LangChain Backend Propagating OpenTelemetry Context from Redux Actions Through an OAuth 2.0 Flow to a LangChain Backend
Our generative AI application was functionally complete, but operationally it was a black box. A user action, dispatched
2023-10-27 Observability
LangChain Distributed Tracing OpenTelemetry OAuth 2.0 Redux
Constructing a Resilient Data Pipeline from TiDB to Snowflake Using Quarkus and Redis Streams Constructing a Resilient Data Pipeline from TiDB to Snowflake Using Quarkus and Redis Streams
The core operational database, a sharded MySQL cluster, was buckling under the strain of analytical queries. Every ad-ho
2023-10-27 Data Engineering
TiDB Redis Streams CQRS Data Pipeline Jenkins Snowflake Quarkus
Implementing a Real-Time Anomaly Detection Pipeline with TensorFlow, Event Sourcing, and Server-Sent Events for Visualization Implementing a Real-Time Anomaly Detection Pipeline with TensorFlow, Event Sourcing, and Server-Sent Events for Visualization
The pain point wasn’t a catastrophic failure. It was the slow, creeping degradation of service quality in our event-sour
2023-10-27 System Design
Python Observability Server-Sent Events Event Sourcing Seaborn TensorFlow
Implementing Statistical Drift Detection for Incremental Hudi Ingests Using SciPy Pre-Commit Validators Implementing Statistical Drift Detection for Incremental Hudi Ingests Using SciPy Pre-Commit Validators
The operational alert at 2 AM wasn’t for a system crash, but for a data pipeline that had silently started poisoning a p
2023-10-27 Data Engineering
Apache Hudi SciPy ISR Spark Data Quality
Leveraging MySQL Change Data Capture with a Kotlin Service to Trigger Real-Time Gatsby Incremental Builds Leveraging MySQL Change Data Capture with a Kotlin Service to Trigger Real-Time Gatsby Incremental Builds
The operational bottleneck for our content platform, managing over 50,000 statically generated pages with Gatsby, was th
2023-10-27 Architecture
CDC Kotlin MySQL Debezium Gatsby JAMstack
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