CodcompassCodcompass

Learning Paths

Full-Stack Performance Optimization

4 parts·~90 min

Microservices Architecture

2 parts·~80 min

AI Agent Development

6 parts·~100 min

RAG Architecture Advanced

5 parts·~120 min

Knowledge Base

Structured tutorials and reference knowledge—organized for learning and lookup

General

RAG architecture patterns

## Current Situation Analysis Enterprise teams consistently misclassify Retrieval-Augmented Generation (RAG) as a single architectural pattern rather than a spectrum of composable pipelines. The indus

·3 read
General

LLM evaluation frameworks

## Current Situation Analysis Evaluating Large Language Models (LLMs) in production environments remains one of the most unresolved engineering challenges in modern AI development. Traditional softwar

·3 read
General

Extract mesh root CA for gateway trust bundle

## Current Situation Analysis The modern application stack is increasingly split between north-south and east-west traffic management. API gateways handle external client requests, enforcing rate limi

·3 read
General

Database partitioning guide

## Current Situation Analysis Single-table database architectures degrade predictably as data volumes cross the terabyte threshold. Query latency spikes, index bloat becomes unmanageable, and maintena

·3 read
General

Accelerate DORA metrics summary

## Current Situation Analysis The adoption of DORA (DevOps Research and Assessment) metrics has become ubiquitous in software engineering organizations, yet a significant performance gap persists. The

·3 read
General

terraform/dr-infrastructure.tf

## Current Situation Analysis Disaster recovery (DR) planning remains one of the most systematically neglected engineering disciplines in modern infrastructure. Organizations treat DR as a compliance

·3 read
General

Resolving production outage

## Resolving Production Outages: A Systematic Approach to Mitigation and Recovery ### Current Situation Analysis Production outages are an inevitability in distributed systems. The industry pain point

·3 read
General

syntax=docker/dockerfile:1

## Current Situation Analysis Container image optimization is treated as a secondary concern in most engineering organizations. Teams prioritize developer velocity, feature delivery, and infrastructur

·3 read
General

Horizontal vs Vertical Scaling Strategies

# Horizontal vs Vertical Scaling Strategies ## Current Situation Analysis Modern distributed systems operate in an environment defined by volatile demand, data gravity, and relentless performance expe

·3 read
General

Envoy Adaptive Routing Configuration

## Current Situation Analysis Load balancing is routinely treated as a static infrastructure toggle rather than a dynamic traffic routing strategy. Engineering teams deploy Round Robin or static Weigh

·3 read
General

AI-powered data extraction

## Current Situation Analysis The extraction of structured data from unstructured or semi-structured documents has long been a bottleneck in enterprise software pipelines. Traditional approaches rely

·3 read