Release notes, engineering deep dives, and practical articles about typia, TypeScript, validators, schemas, and AI tooling.
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AI coding creates dead time, and dead time turns into multi-agent work. I use VR coding to keep several agents visible before their diffs go sideways.

An honest report on porting typia's TypeScript core to Go via AI. Four attempts, one overnight each. Three ended in increasingly absurd failure modes.

Free-form Chain of Thought hides skipped steps. A typed contract turns reasoning into a submittable audit artifact — then backtesting matures the contract itself.

6.75% first-try function calling success becomes 100% compilation via type schemas, compilers, and structured feedback. Dissecting the harness engineering behind AutoBe and Typia.

typia is a transformer library supporting superfast runtime validation, and JSON serialization function boosting up performance by AoT (Ahead of Time) optimization skill.
![[Typia] executable demo site of 20,000x faster validator (serializer)](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fs6dzjs59w1eym6gdze24.png)
I've published an executable playground website of typia to demonstrate how typia is easier than other runtime validation (serialization) libraries, and describe what the AoT...
![[Typia] I made Protocol Buffer library of TypeScript, easiest in the world](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fu6ulot5d1jdswskmtwsv.png)
typia has started supporting Protocol Buffer functions.
![[Typia] Hidden Class Optimization of v8 Engine](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fzgfggvrkoj4osgtejojc.jpg)
Let's study why typia is much faster than class-validator.

Long time ago, there had been a great validator library named typescript-is.
![[Typia] I made realtime demo site of 20,000x faster validation (+200x faster JSON stringify)](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3igp5x7xyc5mh67dbh3d.png)
I've made a playground website to help you understand how typia works with AoT compilation.

During the study, I could understand why fastify is faster than express. Also, I did an experiment imitating the secret of the fastify in express with typia's faster JSON...
![[Typia] 15,000x faster TypeScript Validator and its histories](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frvtijd06cf7v87v30iqv.png)
Hello, I'm developer of typescript-json typia.

Hello, I'm a developer of typescript-json, which can validate instance type by only one line, what I'd introduced as "1,000x faster runtime validator library" in here dev.to.

Hello, I'm developer of typescript-json and have measure a benchmark comparing performance with other...