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My Blog

Thoughts, tutorials, and insights on full-stack development, architecture, and the tools I use.

Caching Strategies and Cache Invalidation — The Complete Guide
CachingSystem DesignPerformance

Caching Strategies and Cache Invalidation — The Complete Guide

A practical guide to caching strategies (cache-aside, write-through, write-behind) and the cache invalidation techniques that keep them from serving stale data.

September 8, 2026Read more →
Database Indexing and Read Replicas — A Practical Guide
DatabasePostgreSQLSystem Design

Database Indexing and Read Replicas — A Practical Guide

How to choose the right database indexes, avoid the ones that quietly hurt write performance, and scale reads with replicas without introducing replication lag bugs.

September 8, 2026Read more →
Load Balancing and Stateless Service Design — A Practical Guide
System DesignLoad BalancingScalability

Load Balancing and Stateless Service Design — A Practical Guide

How load balancers distribute traffic, why stateless services are what actually makes horizontal scaling work, and how to fix the sticky-session traps that quietly reintroduce state.

September 8, 2026Read more →
Session Stores and Database Connection Pooling Explained
BackendRedisDatabase

Session Stores and Database Connection Pooling Explained

Why in-memory sessions break horizontally scaled apps, how to move session state to Redis correctly, and how connection pooling keeps your database from falling over under concurrent load.

September 8, 2026Read more →
Vertical vs Horizontal Scaling: How to Choose and Implement Each
System DesignScalabilityArchitecture

Vertical vs Horizontal Scaling: How to Choose and Implement Each

A practical comparison of vertical and horizontal scaling — what each actually fixes, where each breaks down, and the architecture changes horizontal scaling requires that most guides skip.

September 8, 2026Read more →
AI Agent Guardrails and Safety — Preventing Prompt Injection and Runaway Actions
Ai Agent SafetyPrompt Injection DefenseAgent Guardrails

AI Agent Guardrails and Safety — Preventing Prompt Injection and Runaway Actions

Build practical guardrails for AI agents — prompt injection defenses, destructive-action confirmation, iteration caps, and permission scoping.

September 7, 2026Read more →
Best Practices for MCP (Model Context Protocol) Server Design
Model Context ProtocolMcp Server DesignAi Agent Tooling

Best Practices for MCP (Model Context Protocol) Server Design

Design a well-behaved MCP server — tool granularity, resource vs tool choice, error handling, and avoiding context bloat for the connecting agent.

September 7, 2026Read more →
Best Practices for AI Agent Evaluation and Testing
Ai Agent EvaluationLlm As JudgeAgent Testing

Best Practices for AI Agent Evaluation and Testing

Test AI agents reliably with task-based eval sets, LLM-as-judge scoring, regression tracking, and why unit tests alone don't catch agent failures.

September 6, 2026Read more →
Prompt Caching for AI Agents — How to Cut Latency and Cost
Prompt CachingLlm Latency OptimizationClaude Api

Prompt Caching for AI Agents — How to Cut Latency and Cost

Set up prompt caching for AI agents to cut both cost and latency — cache breakpoints, TTL tradeoffs, and cache-friendly prompt structuring.

September 6, 2026Read more →