Tech Lab

Knowledge Base

Deep-dive technical references distilled from 12+ years of building distributed systems, AI pipelines, and embedded software.

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Architecture ★★★★ Advanced

System Design Reference

Comprehensive patterns and trade-off frameworks for building distributed systems. Covers scalability, CAP theorem, load balancing, caching, databases, and more.

Distributed Systems CAP Theorem Caching Load Balancing Databases
Soon
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AI & ML ★★★ Intermediate

LLM & GenAI Playbook

Prompt engineering, RAG pipelines, fine-tuning strategies, model evaluation, and production deployment of large language models.

Langchain RAG Fine-tuning Ollama
Soon
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Cloud ★★★ Intermediate

Cloud & DevOps Guide

OCI and AWS deployment patterns, container orchestration with Kubernetes, CI/CD pipeline design, and observability best practices.

OCI AWS Docker K8s CI/CD
Soon
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C++ / Low-Level ★★★★★ Expert

C++ Mastery Notes

Performance optimization techniques, memory management, modern C++ concurrency patterns, and cross-platform SDK design principles.

C++17/20 Memory Concurrency SDK Design
Soon
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Security ★★★ Intermediate

Security Engineering Handbook

Vulnerability identification, secure design patterns, threat modeling, and lessons from resolving critical security issues in enterprise software.

Threat Modeling CVE Secure Design OWASP