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Technical Writing

The Engineering Blog

Developer-focused writing on AI, web development, system design, DevOps, and practical programming tradeoffs.

5 technical tracks
AI-powered generation with quality gates
Last published Nov 7, 2026 at 8:13 PM
System Design
Scalability

Optimizing Database Performance: Indexing, Query Tuning, and

May 13, 2026 · 0 views · 0 shares

Database performance is critical for application responsiveness. This post dives into practical strategies for optimizing your database, focusing on indexing, query tuning, and effective schema design.

database
performance
indexing
query tuning
+6
AI
RAG

Optimizing RAG Pipelines for Production LLM Applications

May 11, 2026 · 0 views · 0 shares

Deploying RAG systems to production requires more than just a vector database. This post dives into practical strategies for optimizing your RAG pipelines, from data chunking to query transformation and re-ranking,...

rag
llm
ai
production
+6
System Design
Architecture

Choosing Your API Protocol: REST, GraphQL, or gRPC? in production

May 9, 2026 · 0 views · 0 shares

Selecting the right API protocol is a foundational decision impacting system performance, developer experience, and future scalability. This post explores the practical tradeoffs between REST, GraphQL, and gRPC to help...

api design
rest
graphql
grpc
+6
AI
LLMs

Understanding and Mitigating LLM Hallucinations in Production

May 7, 2026 · 0 views · 0 shares

LLM hallucinations pose a significant challenge for reliable AI applications. This post explores why they occur and practical strategies to detect and mitigate them in production environments.

llm
hallucinations
ai reliability
prompt engineering
+6
System Design
Caching

Mastering Caching Strategies every developer should know

May 5, 2026 · 2 views · 0 shares

Learn how to implement effective caching strategies to improve the performance and scalability of your web applications. Explore the pros and cons of different caching techniques and discover how to choose the best...

caching
performance
scalability
web development
+1
Web Development
Backend APIs

Building Scalable APIs for modern backend apis developers

Apr 30, 2026 · 2 views · 0 shares

Learn how to design and implement scalable APIs using Node.js and TypeScript, focusing on performance, reliability, and maintainability. Explore real-world examples and best practices for building robust APIs.

scalable apis
node.js
typescript
performance
+2
Web Development
Next.js

Optimizing Next.js App Performance for modern Next.js teams

Apr 29, 2026 · 1 views · 0 shares

Learn how to optimize Next.js app performance with practical techniques and real-world examples. Improve your app's speed and scalability.

next.js
performance optimization
server-side rendering
static site generation
+4
AI
LLMs

Fine-Tuning Open-Source LLMs for Domain-Specific Tasks in AI

Apr 27, 2026 · 0 views · 0 shares

Generic LLMs are powerful, but often fall short in specialized domains. This post explores how fine-tuning open-source models can unlock superior performance and relevance for your specific use cases.

fine-tuning
llms
ai
machine learning
+6
System Design
Architecture

Event-Driven Architecture: Building Scalable, Decoupled Systems

Apr 24, 2026 · 0 views · 0 shares

Explore the power of Event-Driven Architecture (EDA) for building resilient, scalable, and highly decoupled systems. Understand core patterns, benefits, and practical considerations for modern SaaS applications.

event-driven architecture
microservices
distributed systems
scalability
+6
AI
Agents

Mastering LLM Tool Use: Function Calling for Smarter AI Agents

Apr 23, 2026 · 0 views · 0 shares

Unlock the power of large language models by enabling them to interact with external tools and APIs. This guide explores practical function calling patterns for building more capable and intelligent AI agents.

llm
ai agents
function calling
tool use
+5
AI
Prompt Engineering

Practical Prompt Engineering: Crafting Effective LLM Interactions

Apr 22, 2026 · 0 views · 0 shares

Learn the art and science of prompt engineering to get better, more reliable outputs from Large Language Models. This guide covers essential techniques and practical examples for developers.

prompt engineering
llm
ai
natural language processing
+5
Web Development
Next.js

Mastering Next.js Server Components for modern Next.js teams

Apr 21, 2026 · 0 views · 0 shares

Learn how Next.js Server Components work internally and how to leverage them for scalable, high-performance web applications. Explore real-world use cases and tradeoffs for adopting this architecture.

next.js
server components
react
performance
+3