What Actually Breaks When You Deploy This Shit

I've deployed all three of these bastards in production. Node.js back in 2007 when it was held together with duct tape, Deno since 1.0 when everyone was convinced it would murder Node, and Bun since 1.0 dropped in September 2023. Here's what breaks when you're trying to debug at 3AM.

JavaScript Event Loop Architecture
Visual guide to JavaScript event loop mechanics across different runtimes

Node.js: The Boring Choice That Works

Node.js is boring as shit and that's exactly why it works. We're running Node.js 22.x LTS in production, and honestly the worst part is npm audit screaming about vulnerabilities in packages buried so deep in your dependency tree you need a fucking archaeology degree to find them.

The real win isn't speed - it's that when shit breaks at 2AM, Stack Overflow has 3 million answers and every monitoring tool just works. DataDog? Plug and play. New Relic? Just install the agent. No "we'll support that in v2" bullshit.

Deno: Security Theater with Real Benefits

Deno 2.0 fixed the npm thing but here's what they don't tell you: shit still breaks in weird ways. That package that assumes __dirname exists? Yeah, it'll fuck you. And Deno's permission system is great until you spend 4 hours debugging why your app can't read a config file and end up just using --allow-all like everyone else.

When it works though, it's actually pretty nice. Netlify runs Deno for edge stuff, Supabase uses it for user functions. The startup time is legit better, and not having to set up Jest/Mocha/whatever testing bullshit is refreshing.

Bun: Fast as Hell, Stable as a House of Cards

Bun's benchmarks aren't fake - it really is 2-4x faster for HTTP. The problem? It crashes. Not maybe-crashes, not edge-case crashes. Production API goes down at 2PM on Tuesday crashes.

We tried Bun in prod early 2024. Ran great for three weeks, then a concurrent build thing started crashing the API. Not JavaScript errors - actual segfaults. Good luck explaining to your PM that your runtime is dumping core like it's 1995.

The Reality Check Nobody Wants to Hear

Your shitty SQL queries and that API that returns 500s every Tuesday matter way more than Hello World benchmarks.

Just use Node.js unless you've got an actual problem. Like Lambda cold starts eating your AWS bill, or TypeScript taking so long to compile that devs have time to make coffee and rethink their career choices.

When Shit Breaks at 3AM

Reality Check

Node.js

Deno 2.0

Bun

When It Breaks at 3AM

Google the error, 47 SO answers, half are ancient but one works

GitHub issues and prayer

Segfault? You're fucked. docker restart

Enterprise Support

Everyone uses it

Netlify, Slack for edge cases

Startups with death wishes

Monitoring Tools

Everything just works

Mostly works, some assembly required

DataDog if you're lucky

Security Incidents

npm audit spam about bullshit vulns

Permissions stop real attacks

Pray no one finds the memory bugs

Package Compatibility

2 million packages, all work

Most work, except when they don't

Works until it segfaults

TypeScript Experience

tsc + extra tooling, takes forever

Built-in, just works

Built-in, fast as hell

Cold Starts

150-300ms (who cares for long-lived services)

50-100ms (decent for serverless)

10-50ms (actually impressive)

Memory Usage

Steady, predictable, leaks if you fuck up

Lighter footprint, garbage collector doesn't suck

Efficient but crashes instead of leaking

Production Debugging

Node.js diagnostic tools, heap dumps, flamegraphs

Basic profiling, getting better

Good luck debugging a Zig runtime crash

Production Reality Check: When Runtimes Meet Real Work

Node.js: 16 Years of "It Just Works" (Mostly)

Netflix didn't pick Node because it's fast - they picked it because it doesn't randomly die. PayPal, LinkedIn, Uber run their money-making stuff on Node because boring beats fast.

We run Express APIs with millions of requests. Biggest drama? Junior dev forgot to return early in a callback and created a memory leak that took three weeks to find.

Monitoring just works. PM2, DataDog, Prometheus - all plug and play. Memory spike? You get flamegraphs, not guessing games.

Node.js Event Loop
Node.js single-threaded event loop architecture handling asynchronous operations

Deno: Security First, Compatibility Second (Until Recently)

Before Deno 2.0, nobody used it except academics and security nerds. Now Netlify runs edge functions on it, Supabase uses it for user functions.

Deno's permissions aren't bullshit when you configure them right. We had a microservice handling PII, and --allow-read=/app/config --allow-net=api.internal.com stopped a supply chain attack cold. But debugging permission errors? You'll spend a week figuring out if it's --allow-read=/app/config vs --allow-read=/app/config/ vs --allow-read=/app/ because the trailing slash matters and the error messages are useless.

No node_modules is beautiful. Container goes from 200MB to 80MB because you're not shipping a small city of dependencies.

Bun: Benchmark King with Production Growing Pains

Bun's numbers aren't fake. HTTP is 2-3x faster, TypeScript compiles fast, package installs make npm look like dial-up. No webpack bullshit.

But benchmarks don't show segfaults. We tried Bun in prod early 2024. Ran perfect for three weeks, then a concurrent build crashed the API. Not a JavaScript error - a core dump. Like debugging C code but worse.

Teams running Bun in prod are either super careful (just Vite builds and testing) or insane (accepting random crashes for speed).

Container Reality Check

Docker Container Architecture
Docker container layers - runtime size matters until you add real dependencies

Node containers hit 150MB, Deno gets to 80MB, Bun squeezes to 50MB. Then you add your actual app, Postgres drivers, monitoring crap, and it's all 200MB anyway.

Runtime Performance Reality:

Bun: 52k+ req/sec, Node: 25k req/sec, Deno: 40k req/sec - but your database is still the bottleneck

Performance That Actually Matters (Not Hello World Bullshit)

What You Actually Care About

Node.js 22.x LTS

Deno 2.0

Bun 1.x

Hello World HTTP

25k req/sec (useless)

40k req/sec (useless)

70k req/sec (still useless)

Real API with DB

2-5k req/sec (Postgres is the problem)

2-6k req/sec (still Postgres)

3-7k req/sec (still fucking Postgres)

TypeScript compilation

45 seconds (with tsc)

8 seconds (native)

6 seconds (fastest)

npm install time

2 minutes (kill me)

1.5 minutes (ok)

20 seconds (holy shit)

Docker image build

5 minutes (cache helps)

3 minutes (fewer dependencies)

2 minutes (fastest tooling)

Memory leak detection

Built-in tools that work

Basic profiling

Segfaults instead of leaks

Security: What Actually Gets You Fucked

Node.js: Security Through Operational Maturity (And Constant Vigilance)

npm Security Reality:

npm audit screams about critical vulns but 80% are bullshit that require you to already be owned

Node security is like Windows - fine if you know what you're doing and patch regularly. Problem is npm's security spam flooding your inbox. Last month: prototype pollution in lodash (again), path traversal in some CSV thing, ReDoS in a date lib buried six deps deep.

Half these "critical" vulns need the attacker to already own your box. Useful as tits on a bull.

Real security is operational: Snyk, npm audit, OWASP checks - you can scan and fix vulns. When event-stream got owned in 2018, tools existed to catch it.

Attack surface is huge - Node runs with full permissions by default. That npm package stealing SSH keys? It can read your whole filesystem unless you containerize.

Deno: Security Theater That Actually Works

Deno's Permission Model:

Granular permission system with --allow-net, --allow-read, --allow-write flags that actually stop supply chain attacks

Deno's permissions actually work - stopped a supply chain attack cold in our prod. Compromised package tried to phone home, --allow-net=api.internal.com said nope.

But debugging permission errors makes you want to punch walls. App can't read a config? Is it --allow-read=/app or --allow-read=/app/? Trailing slash matters, error just says "permission denied" without saying WHICH fucking permission, and you'll waste 2 hours guessing.

Most teams just use --allow-all in dev because life's too short, then panic on deploy day figuring out the real permissions.

Works great for microservices though. Payment stuff with --allow-net=stripe.com,database.internal --allow-read=/app/config means a compromised package can't steal your database.

Bun: Fast Compilation, Slow Security Progress

Bun's security story: "we're working on it." trustedDependencies helps a bit, but no sandboxing. Malicious package gets in? Full system access.

Worse: memory corruption bugs in the Zig runtime. Not JS errors you can catch - core dumps that might be exploitable.

Production Security Reality Check

OWASP Top 10
OWASP Top 10 vulnerabilities - more dangerous than your runtime choice

Most prod security incidents? Not runtime bugs. SQL injection, auth bypasses, exposed Redis, unencrypted traffic - the usual dev fuckups.

Runtime choice matters for supply chain defense: Deno blocks packages, Node needs external scanning, Bun prays you don't install malware.

Compliance and Audit Reality

SOC 2 auditors get Node - docs exist, patterns are established, Helmet.js for security headers. Deno's model looks good on paper but explaining it to auditors sucks. Bun? Good luck getting compliance for a runtime that's been "stable" for 2 years.

Questions Every Dev Asks Me About These Runtimes

Q

Should I migrate my Node.js app to Bun or Deno?

A

No. If your Node app works in prod, migrating is like switching from Postgres to Mongo because you heard it's "web scale." Unless cold starts are eating your AWS bill or TypeScript takes so long to compile that CI times out - just don't.

I've seen exactly one migration that was worth it: a team moved their dev tooling to Bun because their test suite went from 5 minutes to 30 seconds. They kept production on Node.js.

Q

How do I know if Bun will randomly crash my API?

A

You don't. That's the fucking problem.

Bun segfaults under load or with certain packages. Node crashes are usually your fault (memory leaks, unhandled promises), but Bun just dies. Issue #14145 shows prod APIs crashing with Redis clients.

Test it under your actual production load for weeks, not days, before you trust it.

Q

Is Deno's permission system useful or just theater?

A

Both.

Permissions stop supply chain attacks. In practice? Most teams use --allow-all because debugging permission errors is painful. Real Deno deployments end up with broad permissions anyway.

Useful if you can handle the ops overhead. Most can't.

Q

Which runtime has the best debugging tools when everything breaks?

A

Node.js. Not even close.

Built-in diagnostic reports, heap dumps, flamegraphs, every APM tool. Memory spike at 3AM? You can figure out why.

Deno has basic profiling. Bun's debugging story is "restart and hope the segfault doesn't happen again."

Q

What's this bullshit about "npm compatibility" in Deno and Bun?

A

Works until it doesn't. Then you're fucked.

Deno 2.0 runs most npm packages with npm: specifiers as of late 2024, but any package assuming __dirname exists or reading /dev/stdin directly gives cryptic errors. Solution is usually "use this random fork" or "rewrite it."

Bun compatibility is better since they built Node APIs, but native modules? Good luck. That bcrypt package that worked for three years? Might segfault on Tuesdays.

Q

How much faster is Bun in production?

A

Depends on your app.

Simple HTTP? 2-4x Node performance. Real apps with database queries and API calls? Maybe 10-20%, maybe none.

We got 3x faster TypeScript compilation and 5x faster installs, but API response times barely changed because Postgres was the bottleneck.

Q

Should I run different runtimes in the same production environment?

A

Only if you enjoy making your ops team want to quit.

Three runtimes means three container images, three monitoring setups, three debugging toolchains, and explaining to new devs why you hate them. Deploy scripts become a nightmare, your Dockerfiles look like a runtime museum.

Teams doing this right picked tools for specific jobs - Bun for CI builds, Deno for that one security service - not because "variety is fun."

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