ENGINEERING 82 upvotes 2025

How we built an interpreter for Swift

82 pts
Hacker News Signal
2025 · Shared by @jacobx
How we built an interpreter for Swift by @jacobx

Retrospective Overview & Key Insights

Distilled reflections, business mechanics, and tactical takeaways:

In this technical retrospective (2025), @jacobx shares practical architectural lessons learned from running, scaling, or migrating production software under lean constraints.

Core Principles for Independent Builders:
1
Defaulting to simpler architectures (such as monolithic frameworks, SQLite, or managed VPS) prevents early engineering bankruptcy.
2
Evaluating true compute and egress costs reveals that high cloud bills can often be slashed by 80%+ through judicious re-platforming.
3
Code you write at 2 AM as a solo engineer must be easy to debug six months later without complex microservice dependencies.
Community Debate Themes:

HN engineers debated the tradeoffs between cloud convenience and raw server economics, database indexing strategies, and resisting premature architectural complexity.

Founder's Discussion Replies (@jacobx)

Direct clarifications and follow-up comments shared by the author during the live discussion:

OP @jacobx Original Author

Hi HN! Since we launched Bitrig (https://news.ycombinator.com/item?id=45041185 ↗), we've gotten questions about how it's able to run dynamically generated Swift code. I wrote up this post to answer that. Let me know if you want to know more about any aspects of it.

Community Discussions & Critical Reviews

Key perspectives, counter-arguments, and peer founder insights debated on Hacker News (36 total discussions):

MT @mtlynch Peer Contributor
KS @ks2048 Peer Contributor
LO @localbuilder Peer Contributor

This is fascinating work, amazing job to the team!

Does SwiftUI have properties that uniquely make this type of interpreted system possible, or could it also use UIKit under the hood? On the surface, it seems like UIKit might be more difficult since you’d probably need to parse all of the obj-c header files in addition to the .swiftinterface.

Very cool stuff, excited to follow along how you all develop the product!

JG @jgbuddy Peer Contributor

Swift can already be used in REPL mode, not sure if it's accurate to say Swift is a strictly compiled language that a interpreter was developed for (see 'swift' command line executable). Seems misleading that this is not mentioned anywhere in the article.

KO @koinedad Peer Contributor

This is really cool, will definitely try it out. Does it allow you to move this to your computer later and actually publish the apps? What’s the end goal here?

HISTORICAL ERA Post-ZIRP & AI (2023–2026)
COMMUNITY SCORE 82 points
TOTAL DISCUSSIONS 36 comments
TOPICS & TECH STACK: