Tenzaa's Tech Blog
This site is dedicated to sharing IT-related technologies.
Implementing an Asynchronous LLM Fine-Tuning Workflow with Vercel Functions and a Cilium-Secured Kafka Consumer Implementing an Asynchronous LLM Fine-Tuning Workflow with Vercel Functions and a Cilium-Secured Kafka Consumer
The initial requirement seemed straightforward: provide an API endpoint for users to submit datasets for LLM fine-tuning
2023-10-27 MLOps
Kubernetes LLM Kafka eBPF GitHub Actions Vercel Functions Cilium
Implementing Session-Aware Canary Releases for Mobile APIs Using Spinnaker and Consul Service Mesh Implementing Session-Aware Canary Releases for Mobile APIs Using Spinnaker and Consul Service Mesh
The incident that forced this entire architectural shift was deceptively simple. We rolled out a new version of our user
2023-10-27 Cloud Native
Consul Mobile Development Spinnaker Web API Canary Release Service Mesh
Implementing a High-Throughput Distributed Tracing and Metrics Pipeline Using Spring Boot, Consul, and ClickHouse Implementing a High-Throughput Distributed Tracing and Metrics Pipeline Using Spring Boot, Consul, and ClickHouse
Our existing observability stack, built on Prometheus and Jaeger, started to buckle under the load of a rapidly expandin
2023-10-27 Distributed Systems
Distributed Tracing Observability ClickHouse Spring Framework Consul
Testing a Server-Side Rendered UI Driven by a gRPC-Orchestrated Saga Testing a Server-Side Rendered UI Driven by a gRPC-Orchestrated Saga
The technical pain point emerged not from a single failed deployment, but from a slow erosion of user confidence. We wer
2023-10-27 Architecture
gRPC React Testing Library Saga Pattern SSR
Architecting a Hybrid RAG Ingestion Pipeline Integrating HDFS with Containerized Go Services Architecting a Hybrid RAG Ingestion Pipeline Integrating HDFS with Containerized Go Services
The challenge was unambiguous: unlock decades of unstructured text data—technical manuals, project reports, operational
2023-10-27 System Architecture
RAG Go gRPC Babel LlamaIndex Hadoop Buildah HDFS
Implementing Exactly-Once Semantics for a Data Ingestion Pipeline Using XState and a Transactional Delta Lake State Store Implementing Exactly-Once Semantics for a Data Ingestion Pipeline Using XState and a Transactional Delta Lake State Store
The core failure mode was subtle but catastrophic for our analytics. Our IoT telemetry ingestion service, running on a D
2023-10-27 Data Engineering
Delta Lake DigitalOcean InfluxDB Caddy XState
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