
Building AI Features That Actually Ship
Most AI features die in prototyping. We've shipped AI-powered products into production — here's what we learned about making them reliable, useful, and maintainable.
Binary Tech Lab Engineering
2026-01-08
Honest perspectives on building software products — from architecture decisions and technology choices to delivery practices and lessons learned.

Most AI features die in prototyping. We've shipped AI-powered products into production — here's what we learned about making them reliable, useful, and maintainable.
Binary Tech Lab Engineering
2026-01-08

Practical examples of using n8n together with AI to automate repeatable business workflows without fragile scripts.
Binary Tech Lab Engineering
2026-02-22

After shipping dozens of production systems, Next.js remains our default framework for web applications. Here's the engineering reasoning behind that decision.
Binary Tech Lab Engineering
2025-03-15

Most AI features die in prototyping. We've shipped AI-powered products into production — here's what we learned about making them reliable, useful, and maintainable.
Binary Tech Lab Engineering
2026-01-08

Technical debt isn't always bad — but unmanaged debt kills products. Here's our framework for making pragmatic architecture decisions when speed matters.
Binary Tech Lab Engineering
2025-06-20

We've shipped production apps with both. Here's the framework we use to decide which one is right for a given project.
Binary Tech Lab Engineering
2025-03-05

APIs outlive the applications that created them. After building and consuming hundreds of APIs, here are the design principles we follow.
Binary Tech Lab Engineering
2025-05-18

Most startups overspend on cloud by 40-60%. Here's the practical playbook we use to right-size infrastructure without sacrificing reliability.
Binary Tech Lab Engineering
2025-01-04

We compare GraphQL and REST with practical guidance on when to choose each for reliability, performance, and developer experience.
Binary Tech Lab Engineering
2025-02-28

A pragmatic walkthrough for building reliable AI agents with LangGraph and production concerns you need to consider.
Binary Tech Lab Engineering
2026-03-20

A framework to decide between microservices and monoliths based on team, scale, and operational constraints.
Binary Tech Lab Engineering
2025-01-05

Practical examples of using n8n together with AI to automate repeatable business workflows without fragile scripts.
Binary Tech Lab Engineering
2026-02-22

A concise set of TypeScript practices that reduce bugs and improve developer productivity in large codebases.
Binary Tech Lab Engineering
2025-09-10

A pragmatic framework for deciding when serverless is the right compute model — and when it isn't.
Binary Tech Lab Engineering
2025-11-15