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

quantize_check.py

## Current Situation Analysis Deploying Llama 3 locally is no longer a novelty; it is an infrastructure decision. The industry pain point has shifted from "how do I load the weights?" to "how do I sus

·3 read
General

otel-collector-config.yaml

## Current Situation Analysis Cloud-native observability has transitioned from a luxury to a baseline operational requirement, yet most engineering teams still treat it as an extension of traditional

·3 read
General

envoy-config.yaml snippet

## Cloud Native Architecture Patterns: Implementation Strategies and Operational Realities Cloud native architecture patterns are not optional optimizations; they are the baseline requirements for ope

·3 read
General

router.config.yaml

## Current Situation Analysis The open-weight LLM landscape in 2026 has fragmented into three distinct tiers: foundation models (70B+), mid-scale specialists (14B–32B), and edge-optimized variants (1B

·3 read
General

Infrastructure disaster recovery test

## Current Situation Analysis Infrastructure disaster recovery (DR) tests are routinely treated as compliance artifacts rather than engineering validations. Organizations deploy multi-region architect

·3 read
General

Running LLM on consumer GPU

## Current Situation Analysis The industry pain point is straightforward: cloud-hosted LLM inference is becoming economically and operationally unsustainable for latency-sensitive, high-volume, or com

·3 read
General

Check logs for GPU initialization

## Ollama Setup and Optimization Guide ### Current Situation Analysis Local LLM deployment via Ollama has shifted from experimental to operational in many development workflows. However, the barrier t

·3 read
General

policy/compliance/gdpr_data_access.rego

## Current Situation Analysis Compliance monitoring remains one of the most fragmented and operationally expensive domains in modern software engineering. Organizations routinely treat compliance as a

·3 read