Written by engineers · Published daily · AI-assisted

Engineering Insights

Practical articles on Java, microservices, system design, AI engineering, and the future of software development. No fluff — only production-tested insights.

689Articles
DailyNew posts
FreeAlways
Databasesdatabasespgbouncer

Database Connection Pooling: PgBouncer in Production

Discover how PgBouncer can optimize your database connections in production environments. Learn about its benefits, real-world use cases, and best practices for implementation in modern software architectures.

10 August 202612 min read
Read
Flow State for Developers: Getting In and Staying In
Productivityproductivitysoftware-development

Flow State for Developers: Getting In and Staying In

Discover how to achieve and maintain flow state as a developer, enhancing productivity and creativity. Learn practical strategies, real-world examples, and best practices to harness this powerful mental state in the fast-paced world of software engineering.

10 August 202615 min read
Read
The Weekly Engineering Update: Why and How to Write One
Communicationcommunicationsoftware-development

The Weekly Engineering Update: Why and How to Write One

Discover the importance of weekly engineering updates in modern software development. Learn how to craft effective updates that enhance team communication, drive project success, and align with industry trends in 2025–2026.

10 August 202610 min read
Read
Database Performance Tuning: The 80/20 Approach
Databasesdatabasesperformance-tuning

Database Performance Tuning: The 80/20 Approach

Discover how the 80/20 rule can revolutionize your database performance tuning efforts. Learn practical strategies, real-world use cases, and best practices to optimize your systems efficiently.

9 August 202610 min read
Read
Input Validation vs Output Encoding: Understanding the Difference
Securitysecurityinput-validation

Input Validation vs Output Encoding: Understanding the Difference

In the evolving landscape of software security, understanding the nuances between input validation and output encoding is crucial. This blog delves into these concepts, offering insights, real-world examples, and best practices for modern software engineers.

9 August 202612 min read
Read
Second-Order Thinking: Anticipating Consequences in System Design
Problem Solvingsystem-designmicroservices

Second-Order Thinking: Anticipating Consequences in System Design

In the fast-paced world of software development, second-order thinking is crucial for anticipating the ripple effects of design decisions. This approach helps engineers build resilient systems by considering long-term impacts and trade-offs.

9 August 202612 min read
Read
How to Get Unstuck When You've Hit a Wall in Software Development
Problem Solvingsoftware-developmentproblem-solving

How to Get Unstuck When You've Hit a Wall in Software Development

Discover practical strategies to overcome roadblocks in software development. Learn from real-world examples, explore architecture patterns, and understand when to pivot or persist. Ideal for mid to senior engineers facing complex challenges in modern tech stacks.

9 August 202610 min read
Read
OpenTelemetry: The Future of Observability
DevOpsdevopsmicroservices

OpenTelemetry: The Future of Observability

OpenTelemetry is revolutionizing observability in modern software systems. As we move into 2025 and beyond, understanding its impact on microservices, cloud-native applications, and DevOps practices is crucial for engineers aiming to build resilient and scalable systems.

9 August 202612 min read
Read
Contributor License Agreements (CLAs): What They Are and Why They Exist
Open Sourceopen-sourcesoftware-development

Contributor License Agreements (CLAs): What They Are and Why They Exist

Contributor License Agreements (CLAs) are crucial for open-source projects, ensuring legal clarity and protecting intellectual property. This post explores their significance, implementation, and impact on modern software development, especially in the context of 2025–2026.

8 August 202610 min read
Read
Building AI-Powered Search: Semantic vs Keyword vs Hybrid
AI Engineeringai-engineeringsearch

Building AI-Powered Search: Semantic vs Keyword vs Hybrid

In the evolving landscape of AI-powered search, understanding the nuances between semantic, keyword, and hybrid approaches is crucial. This post delves into their differences, real-world applications, and best practices for building robust search systems in 2025 and beyond.

8 August 202612 min read
Read
Synthetic Data Generation for AI Training: A Modern Approach
AI Engineeringai-engineeringsynthetic-data

Synthetic Data Generation for AI Training: A Modern Approach

Discover how synthetic data generation is revolutionizing AI training in 2025. Learn about its real-world applications, benefits, and challenges, and explore best practices for integrating synthetic data into your AI systems.

8 August 202612 min read
Read
The Two-Minute Rule for Engineering Tasks: Boosting Productivity in Software Development
Productivityproductivitysoftware-engineering

The Two-Minute Rule for Engineering Tasks: Boosting Productivity in Software Development

Discover how the Two-Minute Rule can transform your engineering workflow. Learn practical applications, real-world examples, and best practices to enhance productivity in software development, especially in the fast-paced world of microservices and cloud computing.

8 August 20268 min read
Read