Knowledge Base

Knowledge Base

Advanced technical deep dives, system architecture breakdowns, and tactical implementations for high-performance engineering environments.

Building AI Agents with Function Calling in Python hero image showcasing LLM tool use architecture
AI and Machine Learning

Building AI Agents with Function Calling in Python

Learn to build powerful AI agents in Python using function calling. This guide covers LLM tool use, architecture, code examples, and real-world applications.

Jun 01, 2026 16 min read
Chaos Engineering Principles for building resilient distributed systems diagram
Web Development

Chaos Engineering Principles for Resilient Systems

Master chaos engineering principles to build robust, resilient systems. Learn to define steady state, hypothesize, run experiments in production, and automate for ultimate system reliability.

May 31, 2026 17 min read
Real-Time Dashboards with Materialized Views and Change Data Capture illustration
Real-Time Systems

Real-Time Dashboards: MVs & CDC for Live Analytics

Build lightning-fast real-time dashboards with Materialized Views and Change Data Capture (CDC). Learn the architecture, implementation, and best practices for live analytics.

May 31, 2026 15 min read
Open Source Contribution Guide showing Git workflow and pull request process
Career

Open Source Contribution Guide: Start & Sustain Your Journey

Master open source contributions from your first PR to sustained impact. This guide covers finding projects, Git workflow, best practices, and community engagement.

May 30, 2026 18 min read
Saga Pattern for distributed transactions in microservices architecture diagram
System Design

Saga Pattern: Taming Distributed Transactions in Microservices

Master the Saga pattern for distributed transactions in microservices. Learn choreography vs. orchestration, design compensation, and build robust, scalable systems.

May 30, 2026 16 min read
CQRS and Event Sourcing pattern for scalable application design
System Design

CQRS & Event Sourcing: Scalable, Resilient Apps

Explore CQRS and Event Sourcing patterns to design highly scalable, performant, and resilient applications. Learn their architecture, benefits, drawbacks, and real-world implementation.

May 29, 2026 6 min read
Cloud Cost Optimization strategies across AWS Azure and GCP comparison
Cloud Architecture

Cloud Cost Optimization: AWS vs Azure vs GCP

Master cloud cost optimization across AWS, Azure, and GCP. Learn strategies, tools, and real-world scenarios to reduce your cloud spend effectively.

May 28, 2026 17 min read
Multi-Cloud Strategy advantages challenges and best practices overview
Cloud Architecture

Multi-Cloud Strategy: Advantages, Challenges & Best Practices

Unlock the power of multi-cloud. Explore the strategic advantages, navigate common challenges, and implement best practices for a resilient and cost-effective multi-cloud architecture.

May 28, 2026 15 min read
Evaluating LLM Outputs with metrics benchmarks and human feedback loops
AI and Machine Learning

Evaluating LLM Outputs: Metrics, Benchmarks & Human Loops

Dive deep into LLM evaluation. Learn about automatic metrics (BLEU, BERTScore), standard benchmarks, and the critical role of human feedback loops (RLHF) for robust AI…

May 27, 2026 16 min read
Fault Tolerant Systems using Circuit Breakers Retries and Bulkheads pattern
System Design

Fault Tolerant Systems: Circuit Breakers, Retries, Bulkheads

Learn to design robust, fault-tolerant systems using Circuit Breakers, Retries, and Bulkheads. Master these essential patterns to prevent cascading failures and enhance system resilience.

May 27, 2026 16 min read