Knowledge Base
Advanced technical deep dives, system architecture breakdowns, and tactical implementations for high-performance engineering environments.
Evaluating LLM Outputs: Metrics, Benchmarks, & Human Feedback
Master LLM evaluation with this deep dive into automatic metrics, benchmarks, and critical human feedback loops. Learn to build robust, production-ready AI systems.
Build Real-Time Streaming Pipelines with Kafka & Flink
Master building real-time streaming pipelines using Apache Kafka for data ingestion and Apache Flink for powerful, stateful stream processing. Learn architecture, code, and best practices.
Designing Robust Systems: Circuit Breakers, Retries & Bulkheads
Master fault-tolerant system design. Learn about circuit breakers, retries (with exponential backoff), and bulkheads to build robust, resilient distributed applications.
SBOM & Sigstore: Securing Your Software Supply Chain
Dive deep into Software Supply Chain Security with SBOM and Sigstore. Learn how these critical tools provide transparency and integrity for your software artifacts.
Building Production-Ready RAG with LangChain & ChromaDB
Learn to build robust, scalable production-ready RAG systems using LangChain for orchestration and ChromaDB as your persistent vector store. Master data ingestion, retrieval, and generation.
Real-World MLOps Pipeline: From Notebook to Production
Master MLOps. Learn to build an end-to-end real-world ML pipeline from local notebook experimentation to production deployment, monitoring, and retraining. Code & architecture included.
Technical Writing for Devs: APIs & Architecture
Master technical writing for developers. Learn to document APIs and architecture decisions effectively, using OpenAPI, ADRs, and Docs-as-Code principles.
Building Event-Driven Serverless Apps on AWS
Master event-driven serverless architectures on AWS. Learn core concepts, key services like Lambda, EventBridge, SQS, and build resilient, scalable applications. Includes code & best practices.
Saga Pattern: Distributed Transactions in Microservices
Dive deep into the Saga pattern for managing distributed transactions in microservices. Understand choreography vs. orchestration, benefits, challenges, and real-world applications.
Build a Technical Portfolio That Gets You Hired
Learn how to craft an outstanding technical portfolio that showcases your skills, projects, and expertise to land your dream software engineering job.