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Articles

Guides, tutorials, and comparisons to help you build better backend applications.

Framework Comparisons

Detailed comparisons to help you choose the right tools.

NestJS vs Fastify vs Hono: The 2026 Node.js Comparison
Three TypeScript frameworks for three different positions on the spectrum
8 Min Read
Gin vs Echo vs Fiber: The 2026 Go Framework Comparison
Three popular Go web frameworks compared on performance, DX, and ecosystem
8 Min Read
Prisma vs Drizzle vs TypeORM: The 2026 TypeScript ORM Comparison
Three approaches to TypeScript database access, which fits your project
8 Min Read
Render vs Railway: Which PaaS to Pick in 2026
Comparing two Heroku-style platforms, pricing, developer experience, and limits
8 Min Read
NestJS vs Fastify: Which to Choose in 2026
Comparing an opinionated framework to a fast, schema-first one, plus a third option
9 Min Read
NestJS vs Express: Which to Choose in 2026
Comparing the two most common Node.js backend frameworks, and a third option worth knowing
9 Min Read
Drizzle vs Prisma in 2026
Two approaches to TypeScript ORMs compared, and when to skip the ORM layer
6 Min Read
Elysia vs Hono in 2026
Two lightweight TypeScript frameworks compared, and what to use when you need more
5 Min Read
Elysia vs Encore.ts in 2026
Comparing Bun-native and infrastructure-aware TypeScript frameworks
8 Min Read
pgvector vs Qdrant in 2026
One database with a vector extension, or two databases each doing one thing well?
9 Min Read
pgvector vs Pinecone in 2026
When your Postgres can already do vector search, do you need a dedicated service?
10 Min Read
Chi vs Encore.go in 2026
Lightweight routing versus a full backend development platform
15 Min Read
Fiber vs Encore.go in 2026
Express-inspired performance versus infrastructure-from-code
15 Min Read
Echo vs Encore.go in 2026
Two approaches to building Go backends, compared side by side
15 Min Read
Gin vs Encore.go in 2026
Comparing Go's most popular web framework with an infrastructure-from-code approach
13 Min Read
tRPC vs Encore.ts in 2026
Comparing two approaches to end-to-end type safety
11 Min Read
Hono vs Encore.ts in 2026
Comparing edge-first and infrastructure-aware TypeScript frameworks
11 Min Read
Fastify vs Encore.ts in 2026
Comparing schema-validated vs infrastructure-aware TypeScript frameworks
10 Min Read
NestJS vs Encore.ts in 2026
Comparing enterprise-grade Node.js frameworks for building backends
12 Min Read
Express.js vs Encore.ts in 2026
Comparing the most popular Node.js framework with a modern alternative
11 Min Read

Tutorials

Step-by-step guides to help you get things done.

How to Build a GraphQL API with TypeScript in 2026
Schemas, resolvers, code-first vs schema-first, and what actually ships
8 Min Read
How to Add Caching to Your TypeScript API
Redis-backed caching with automatic provisioning and type safety
5 Min Read
How to Build an AI Agent Backend with TypeScript in 2026
Tool-calling endpoints, conversation storage, and async processing
6 Min Read
Neon Serverless Postgres: Complete Guide for TypeScript Developers
How to use Neon's serverless PostgreSQL with modern TypeScript backends
12 Min Read
How to Build a RAG Pipeline with TypeScript and PostgreSQL
Embed documents, store vectors in pgvector, search by meaning, and generate answers with an LLM
11 Min Read
How to Add a Database to Your Go API in 5 Minutes
From zero to PostgreSQL with automatic provisioning
6 Min Read
How to Build Microservices with Go
A practical guide to building distributed systems with type-safe service communication
13 Min Read
How to Build a REST API with Go in 2026
A practical guide to building type-safe APIs with modern Go tooling
12 Min Read
How to Add a Database to Your TypeScript API in 5 Minutes
From zero to PostgreSQL with automatic provisioning
6 Min Read
How to Add Authentication to a TypeScript API
Secure your endpoints with JWT, sessions, or API keys
12 Min Read
How to Build Microservices with TypeScript
A practical guide to building distributed systems that don't fall apart
12 Min Read
How to Set Up Cron Jobs in TypeScript
Schedule recurring tasks in your backend without external services
9 Min Read
How to Build a REST API with TypeScript in 2026
A practical guide to building type-safe APIs with modern tooling
11 Min Read
How to Deploy AI-Generated Code to Production
Taking backends from Cursor, Claude Code, Copilot, or Codex to AWS and GCP
10 Min Read
How to Deploy to AWS Without Terraform
Infrastructure provisioning from your application code
7 Min Read
How to Deploy a TypeScript Backend to AWS Without a DevOps Team
From local development to production without infrastructure expertise
9 Min Read

ai development

Claude Code Token Cost by Backend Framework (2026)
Measured token spend across Encore, Express, Fastify, Hono, and NestJS when Claude Code builds the same realistic backend project.
4 Min Read
Cheapest TypeScript Backend Framework for AI Coding (2026)
Encore came in at $6.29 of token spend across three benchmark runs. NestJS came in at $12.69 for the same work with fewer passing tests.
3 Min Read
Best Backend Framework for Cursor (2026)
We benchmarked Claude Code on five TypeScript backends. Cursor uses the same models, so the framework ranking and the numbers behind it port over directly.
5 Min Read
Best Backend Framework for Claude Code (2026)
We benchmarked Claude Code on five TypeScript backend frameworks. Only one shipped production-ready code on the first pass, and only one had a CLAUDE.md and MCP server in the box.
6 Min Read
Best TypeScript Backend Framework for AI Agents (2026)
Five frameworks, the same coding agent, the same tests, and a 36-check production-readiness rubric. Which framework ships code an AI agent can build production-ready in one pass?
10 Min Read
Hono vs Encore for AI Coding Agents
Hono ran cheapest in our AI-readiness benchmark and collapsed worst when the test suite started probing for production-readiness.
5 Min Read
Fastify vs Encore for AI Coding Agents
Fastify was the closest non-Encore result in our AI-readiness benchmark, and reaching that result still cost about twice as many tokens.
4 Min Read
NestJS vs Encore for AI Coding Agents
Claude Code on NestJS cost about twice as many tokens as the same agent on Encore, and shipped fewer working production-readiness checks.
5 Min Read
Express vs Encore for AI Coding Agents
What Claude Code shipped when we gave it the same backend tasks on Express and on Encore.
7 Min Read

guide

Best TypeScript Framework for Microservices in 2026
Evaluating NestJS, Encore, Moleculer, Fastify, and Hono for distributed systems
10 Min Read
Node.js Microservices: A Practical Guide
Patterns, communication, deployment, and avoiding distributed-monolith mistakes
9 Min Read
Vercel Alternatives in 2026
Where to deploy when Vercel's pricing, limits, or scope stop fitting
8 Min Read
AWS CDK Alternatives in 2026
What to use when CloudFormation limits and construct abstractions get in the way
9 Min Read
NestJS Project Structure: Best Practices for 2026
How to organize modules, services, and shared code so the codebase scales
8 Min Read
NestJS Authentication: A Complete Guide
JWT, Passport strategies, guards, and how to wire it all together
8 Min Read
NestJS Microservices: A Practical Guide
Transports, patterns, deployment, and when a simpler approach makes sense
11 Min Read
Firebase Alternatives in 2026
What to use when you've outgrown Google's BaaS
8 Min Read
Fly.io Alternatives in 2026
What to use when you need more infrastructure control than a shared platform
6 Min Read
Render Alternatives in 2026
What to use when you've outgrown shared platform infrastructure
6 Min Read
SST Alternatives in 2026
What to use now that SST is in maintenance mode
8 Min Read
Elysia Alternatives in 2026
TypeScript backend frameworks for when you need more than Bun performance
9 Min Read
Pulumi Alternatives in 2026
What to use when you want infrastructure without separate config programs
12 Min Read
Terraform Alternatives in 2026
What to use when HCL and state files aren't working for your team
14 Min Read
Supabase Alternatives in 2026
What to use when you've outgrown Backend-as-a-Service
14 Min Read
Railway Alternatives in 2026
What to use when you want more control over your infrastructure
9 Min Read
What is MCP (Model Context Protocol)?
Understanding Anthropic's protocol for connecting AI models to tools and data
14 Min Read
Message Queues vs Pub/Sub: When to Use Which
Understanding asynchronous messaging patterns for backend systems
14 Min Read
Best Node.js Backend Frameworks in 2026
A practical guide to choosing a Node.js framework for your backend
14 Min Read
Chi Alternatives for Go Backends in 2026
Go HTTP routers and frameworks beyond chi
11 Min Read
Express Alternatives in 2026
Modern TypeScript frameworks for teams moving beyond Express
13 Min Read
Fastify Alternatives in 2026
TypeScript backend frameworks beyond JSON Schema validation
13 Min Read
NestJS Alternatives in 2026
TypeScript backend frameworks that skip the boilerplate
13 Min Read
Hono Alternatives in 2026
What to use when you need more than an edge-first framework
12 Min Read
Best Vector Databases in 2026
A practical comparison of pgvector, Pinecone, Qdrant, Weaviate, Milvus, Chroma, and LanceDB
12 Min Read
Best Frameworks for AI-Assisted Development 2026
Which frameworks produce the best results when AI writes the code
12 Min Read
Best Go Backend Frameworks in 2026
From the standard library to full-featured frameworks
10 Min Read
Best TypeScript Backend Frameworks in 2026
A practical guide to choosing the right framework for your project
9 Min Read

backend development

The Ultimate Guide to API Types
Everything you need to know about the different types of APIs
17 Min Read
Best Backend Developer Platforms 2026
A practical guide to choosing the right platform for building and running backend services
9 Min Read
Backend for Frontend Strategies
API-Driven Backend vs. Backend-in-Frontend vs. Cloud Functions
3 Min Read
Tracing in TypeScript: A Complete Guide
Everything you need to know about tracing TypeScript backend applications
12 Min Read
Best Cloud Development Platforms 2026
A practical guide to choosing the right platform for your backend
8 Min Read
Best Tracing and Observability Tools for TypeScript in 2026
Comparing instrumentation approaches, tracing backends, and observability platforms
14 Min Read
How to Debug Slow API Requests with Distributed Tracing
Find the exact database query, service call, or external API slowing down your endpoints
12 Min Read
Distributed Tracing in Microservices: A Practical Guide
Follow requests across service boundaries without losing context
11 Min Read
How to Add Distributed Tracing to a TypeScript REST API
From zero visibility to full request tracing without instrumentation code
8 Min Read
Event-Driven Architecture in 2026: Patterns, Tools, and When to Use It
A practical guide to designing, building, and operating event-driven systems
12 Min Read
Building Event-Driven Microservices on AWS: Encore vs. the DIY Stack
SNS, SQS, dead-letter queues, IAM policies, or one line of TypeScript
6 Min Read
GraphQL vs REST APIs
Choosing the right API architecture for your backend
5 Min Read
gRPC vs. JSON for Microservices
Choosing a data format for inter-service communication
3 Min Read
Microservices CI/CD: Tooling Considerations and Challenges
We take a look at CI/CD for microservices development
3 Min Read
Microservices: Building Scalable and Robust Backends
A look at building microservices applications
5 Min Read
Monolithic Architecture: The Basics and Beyond
A look at the strengths and weaknesses of monoliths
2 Min Read
Deploy Multi-Service TypeScript to AWS Without Docker, Terraform, or Kubernetes
What if the infrastructure just followed from the code?
5 Min Read
OpenTelemetry for Node.js: Complete Setup Guide
Traces, metrics, and instrumentation from scratch
10 Min Read
Preview Environments for Microservices
Speed up development and testing with Preview Environments
6 Min Read
Pub/Sub for Event-Driven applications
Pub/Sub concepts, cloud differences, and tooling
8 Min Read
REST APIs: An Introduction
We take a look at using REST for backend communication
3 Min Read
How to Trace Requests in a Node.js Backend
See exactly what happens when a request hits your server
8 Min Read
Tracing vs Logging vs Metrics: When to Use Each
The three pillars of observability and how they work together
10 Min Read
The TypeScript Backend Stack for 2026: What AI Agents Recommend
We tested what Claude Code, Cursor, and Copilot reach for
5 Min Read
YAML in Backend Development
We take look at YAML and its challenges
4 Min Read

cloud services

Top AWS App Runner Alternatives in 2026
A practical comparison of the best AWS App Runner alternatives for deploying containerized apps in 2026.
7 Min Read
Introduction to Cloud Providers: AWS, Azure, and Google Cloud (GCP)
A brief intro to cloud providers
3 Min Read
Comparison: AWS, Azure, and GCP
What's the difference anyway?
2 Min Read
Backend as a Service (BaaS) in 2026: Providers, Tradeoffs, and Migration Paths
What BaaS is, the modern provider landscape, and how teams plan the eventual exit
8 Min Read
Cloud Cost Optimization
Understanding cost optimization to control your cloud spending
3 Min Read
How to Set Up Cron Jobs on AWS Without Infrastructure Code
Scheduled tasks without EventBridge configuration
6 Min Read
Deploy to AWS Without Kubernetes
Production deployment options that skip container orchestration
5 Min Read
How to Deploy a Database to AWS Without Terraform
From 100 lines of HCL to two lines of TypeScript
6 Min Read
How to Deploy Node.js to AWS in 2026
Every option from EC2 to Lambda, ranked by effort and operational cost
8 Min Read
EKS vs ECS vs Fargate vs Encore Cloud
Choosing the right AWS container deployment model
7 Min Read
The End of AWS App Runner: What It Means for Your Apps
AWS App Runner is moving to maintenance mode. Here's what changed, what it means for your production apps, and what to do next.
3 Min Read
The End of Heroku: What It Means for Your Apps
Heroku is moving to maintenance mode. Here's what changed, what it means for your production apps, and what to do next.
3 Min Read
Google Cloud Pricing: An Overview
Compute Engine, Cloud Run, Cloud Functions, and Kubernetes Engine compared
3 Min Read
Top Heroku Alternatives in 2026
A practical comparison of the best Heroku alternatives for deploying backend applications in 2026.
6 Min Read
Heroku Is Gone, Here's Where Developers Are Going
Heroku moved to maintenance mode. Here's where teams are migrating and why.
5 Min Read
How AI Agents Deploy Encore Apps to Your AWS Account
What happens between git push and running on Fargate
6 Min Read
How to Deploy to AWS in 2026
A developer's guide to the AWS deployment landscape
8 Min Read
How to Deploy to GCP in 2026
A developer's guide to the Google Cloud deployment landscape
6 Min Read
IaaS vs PaaS vs BaaS vs FaaS: Cloud Service Models Explained (2026)
Understanding the cloud service models, where they fit, and where the model is heading next
9 Min Read
Infrastructure as a Service (IaaS): An Introduction
Understanding if IaaS is the right choice
2 Min Read
How to Set Up Microservices on AWS Without Terraform
Multi-service deployment without the infrastructure configuration
6 Min Read
Platform as a Service (PaaS) in 2026: Providers, Tradeoffs, and What's Next
A practical guide to PaaS, the modern provider landscape, and where the model is heading
8 Min Read
Vercel: Key use cases and limitations
A look at Vercel and its key use cases and important limitations
4 Min Read
Zero to Production on AWS in 10 Minutes with TypeScript
From TypeScript to a running AWS deployment in under 10 minutes
5 Min Read
Zero to Production on GCP in 10 Minutes with TypeScript
From TypeScript to a running GCP deployment in under 10 minutes
5 Min Read

iac

AWS CloudFormation: A Comprehensive Guide for 2026
A look at AWS CloudFormation and other alternatives
6 Min Read
Azure Resource Manager: A Comprehensive Guide for 2026
A look at Azure Resource Manager and other alternatives
5 Min Read
Encore vs. Terraform vs. AWS CDK vs. Pulumi vs. SST
Infrastructure from Code vs. Infrastructure as Code, compared
6 Min Read
Google Cloud Deployment Manager: A Comprehensive Guide for 2026
A look at Google Cloud Deployment Manager and other alternatives
5 Min Read
Is Infrastructure as Code Dead?
The case for and against IaC in 2026
7 Min Read
Infrastructure as Code: An Introduction
What is IaC and when is it appropriate?
4 Min Read
How to Deploy to Multiple Environments Without Terraform Workspaces
Managing dev, staging, and production without infrastructure duplication
6 Min Read
OpenTofu vs Terraform in 2026: License, Features, and Migration
A practical comparison of the two major IaC tools after the fork, and what comes next
9 Min Read
Pulumi: An alternative take on Infrastructure as Code
A look at key features, strengths, and weaknesses
6 Min Read
Terraform in 2026: IBM, Open Tofu, and the Future of IaC
A look at Terraform's viability in 2026 and beyond
4 Min Read
When Terraform Apply Fails Halfway Through
Recovering from partial applies and understanding why there's no rollback
5 Min Read
Alternatives to Terraform Cloud in 2026
Should you use Terraform Cloud or is there a better alternative?
5 Min Read
Terraform Drift: Why It Happens and How to Fix It
Detecting and managing infrastructure drift in Terraform
6 Min Read
Terraform Modules: Reusability for Infrastructure as Code
Use Cases, Advantages and Drawbacks
5 Min Read
Why Terraform Plan Shows Changes When Nothing Changed
Diagnosing and fixing phantom diffs in Terraform
6 Min Read
Terraform Providers: An Introduction
A look at advantages, risks, and challenges
4 Min Read
Terraform Thinks a Resource Already Exists
Fixing state conflicts when Terraform tries to create existing resources
6 Min Read
Fixing Terraform State Lock Errors
What causes state locks and how to resolve them
5 Min Read
IAC Tools: Terraform vs. Pulumi
How do the established IaC tools stack up?
4 Min Read
Terraform: A guide for 2026
A look at Features, Limitations, and Alternatives
10 Min Read

infrastructure

Backstage Alternatives That Actually Deploy Your Code
Developer portals vs developer platforms
7 Min Read
Best Cloud Infrastructure Automation Tools 2026
A practical guide to automating cloud infrastructure for backend teams
12 Min Read
Do You Need Kubernetes?
A practical decision framework for backend teams
5 Min Read
Golden Paths for Backend Development Without Kubernetes
Standardized paths to production without the platform engineering overhead
7 Min Read
Google Compute Engine: An Introduction
Powering Intensive Workloads with Google Cloud
3 Min Read
Internal Developer Platform: Build vs Buy (2026)
What it takes to build a platform, and when buying makes more sense
8 Min Read
Kubernetes Alternatives for Small Teams (2026)
Container deployment without the operational overhead
8 Min Read
Why Kubernetes Is So Complicated (And What to Use Instead)
The layers of complexity behind container orchestration
7 Min Read
The Real Cost of Kubernetes: A TCO Breakdown
What you actually pay to run a Kubernetes cluster
7 Min Read
Kubernetes Orchestration: When It Makes Sense and When It Doesn't
Container orchestration alternatives beyond Kubernetes
8 Min Read
Kubernetes: Basics Tutorial
An introduction to the basics of Kubernetes
11 Min Read
Kubernetes Orchestration: How It Works and When You Need It
Container orchestration solves real problems at scale, but most teams pay for complexity they don't need
5 Min Read
Platform Engineering Tools Compared: Backstage vs Port vs Cortex vs Encore
Navigating the platform engineering landscape in 2026
10 Min Read
Replace Docker Compose + Terraform with One Framework
The default stack AI agents build, and what happens when you remove it
5 Min Read
Serverless Functions: What are they and when to use them
What is Serverless and should you use it when building microservices?
4 Min Read
Serverless: A Double-Edged Sword for Microservices
What is Serverless and should you use it when building microservices?
3 Min Read

go development

Best Tracing Tools for Go Backends in 2026
Compare instrumentation approaches and tracing backends for Go
14 Min Read
How to Debug Slow Go API Requests with Distributed Tracing
Find the exact query, goroutine, or service call slowing down your endpoints
11 Min Read
Distributed Tracing for Go APIs
Add end-to-end request tracing to your Go backend
9 Min Read
Go Microservices Frameworks in 2026
Which framework suits your project best?
9 Min Read
Building Microservices in Go
Using Go for microservices applications
3 Min Read
Go ORMs in 2026
Which ORM is suitable for your project?
6 Min Read
OpenTelemetry for Go: A Practical Setup Guide
From zero to production tracing with the OTel Go SDK
13 Min Read

typescript development

Best TypeScript Backend Frameworks 2026
Comparing the top frameworks for building TypeScript backends
6 Min Read
The Node Frameworks to know for 2026
Which Node.js framework suits your project best?
11 Min Read
TypeScript ORMs in 2026
Which ORM is right for your TypeScript project?
6 Min Read

getting started

Encore: framework backend com infraestrutura automática
APIs com tipagem segura, banco de dados, Pub/Sub, cache, cron jobs e deploy na AWS e GCP, tudo declarado em TypeScript.
10 Min Read

migrations

How to Migrate from AWS Amplify to Your Own AWS Account
Move from Amplify's managed services to infrastructure you fully control
12 Min Read
How to Migrate from AWS App Runner to ECS
Move from App Runner to ECS on your own AWS account with a simple deployment workflow.
9 Min Read
How to Migrate from Appwrite to AWS
Move from Appwrite to your own AWS account for more control
11 Min Read
How to Migrate from Appwrite to GCP
Move from Appwrite to your own Google Cloud account
8 Min Read
How to Migrate from Convex to AWS
Move from Convex to your own AWS account for infrastructure ownership
12 Min Read
How to Migrate from Convex to GCP
Move from Convex to your own Google Cloud account
9 Min Read
How to Migrate from Firebase to AWS
Move from Firebase to your own AWS account for SQL databases, lower costs, and more control
12 Min Read
How to Migrate from Firebase to GCP (Cloud SQL)
Stay on Google Cloud but move from Firestore to PostgreSQL for better data modeling
10 Min Read
How to Migrate from Fly.io to AWS
Move from Fly.io to your own AWS account for more control
10 Min Read
How to Migrate from Fly.io to GCP
Move from Fly.io to your own Google Cloud account
8 Min Read
How to Migrate from Heroku to AWS
Move from Heroku to your own AWS account with a simple deployment workflow
11 Min Read
How to Migrate from Heroku to GCP
Move from Heroku to your own Google Cloud account with a simple deployment workflow
10 Min Read
How to Migrate from Railway to AWS
Move from Railway to your own AWS account for infrastructure ownership
11 Min Read
How to Migrate from Railway to GCP
Move from Railway to your own Google Cloud account
7 Min Read
How to Migrate from Render to AWS
Move from Render's managed platform to your own AWS account
10 Min Read
How to Migrate from Render to GCP
Move from Render's managed platform to your own Google Cloud account
7 Min Read
How to Migrate from Supabase to AWS
Move your backend to your own AWS account for more control and lower costs at scale
11 Min Read
How to Migrate from Supabase to GCP
Move your backend to your own Google Cloud account for more control and lower costs at scale
10 Min Read
How to Migrate from Vercel to AWS
Move your backend off Vercel and onto your own AWS account
13 Min Read
How to Migrate from Vercel to GCP
Move your backend off Vercel and onto your own Google Cloud account
10 Min Read