Knowledge Base
How Retrieval-Augmented Generation works: the two-loop architecture (data ingestion + query & answer…
Continuous Integration and Continuous Delivery (CI/CD) practices including blue-green and canary dep…
Distributed architecture patterns including API Gateway, Strangler Fig, CQRS, Outbox, and Idempotenc…
Guide to service-to-service communication: synchronous request/response (REST, gRPC, SOAP) vs. async…
Essential kubectl commands, k9s terminal UI, and YAML manifest examples for managing Kubernetes reso…
Structured process for designing, developing, and testing high-quality software. Covers the six phas…
Versioning scheme using MAJOR.MINOR.PATCH format to communicate the nature of changes. Covers increm…
Practical templates and checklists for API and engineering work covering readiness criteria, impleme…
API design principles and communication styles including REST, GraphQL, RPC (gRPC), and SOAP. Covers…
Database transactions ensure data integrity using ACID properties, commit/rollback mechanisms, and c…
Quality attributes that define how a system operates, including performance, scalability, availabili…
A hierarchical approach to documenting software architecture using Context, Container, Component, an…
Reliability practices for building stable systems including availability, MTTR, MTBF, error rates, l…
Software maintainability principles for building systems that are easy to understand, modify, and ex…