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

Trace-based debugging

## Trace-based Debugging: Reconstructing Execution State in Distributed Systems ### Current Situation Analysis Modern distributed architectures have rendered traditional debugging paradigms obsolete.

·3 read
General

ai-market-sizing.config.yml

## Current Situation Analysis AI product teams consistently treat market sizing as a static fundraising exercise rather than a continuous engineering discipline. The industry pain point is clear: trad

·3 read
General

cilium-values.yaml

## Current Situation Analysis Kubernetes networking remains the most frequently cited source of production incidents in cloud-native environments. The fundamental challenge stems from the abstraction

·3 read
General

Network monitoring guide

## Network Monitoring Guide: From Packet Capture to Observability-Driven Architecture ### Current Situation Analysis Network monitoring remains the most persistent blind spot in modern distributed sys

·3 read
General

ai-validation-config.yaml

## Current Situation Analysis AI product validation has become the primary bottleneck in shipping reliable, cost-efficient AI features. Teams routinely treat model evaluation as a pre-deployment gate

·3 read
General

k3s-agent-config.yaml

## Edge Computing Deployment: Operational Rigor for Distributed Architectures Edge computing deployment is not a replication of cloud patterns; it is a distinct discipline requiring rigorous handling

·3 read
General

config/aivr-config.yaml

## AI Feature Prioritization: Engineering a Scalable Productization Framework ### Current Situation Analysis AI feature prioritization is the primary failure point in AI productization. Engineering an

·3 read
General

Database monitoring patterns

## Current Situation Analysis Database failures remain the leading cause of prolonged service outages, yet most engineering teams monitor them using fragmented, infrastructure-centric approaches. The

·3 read
General

AI product analytics setup

## Current Situation Analysis AI product analytics is fundamentally broken when teams reuse traditional event-tracking paradigms. Conventional analytics platforms were engineered for deterministic int

·3 read
General

terraform/modules/multi-cloud-network/main.tf

## Current Situation Analysis Multi-cloud architecture has transitioned from a strategic aspiration to an operational baseline. Enterprises adopt it to mitigate vendor lock-in, optimize regional laten

·3 read