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The Developer Experience Reality Check: Beyond the Hype

Developer Workflow Comparison

Every few months, a new JavaScript runtime promises to "revolutionize" development. But after living through the chaos of webpack configs, the npm left-pad incident, and years of tool fatigue, developers have learned to be skeptical. So what's different about 2025?

The truth is, we're finally seeing meaningful improvements to the fundamental developer experience - not just performance numbers on synthetic benchmarks. After spending months migrating projects and building new ones with Bun, Deno, and modern Node.js, here's what actually matters when you're shipping code to real users.

The Configuration Hell Problem (And How Each Runtime Tackles It)

Node.js in 2025: Still Complex as Hell

Node.js finally added some shit that should've existed years ago. Node 22 brought TypeScript support (experimental, of course), a built-in test runner because apparently we needed our own special one, and watch mode that webpack had a decade ago. Node 22's experimental TypeScript support is broken with circular imports, stick with 20.x for now.

But setup still makes me want to throw my laptop out the window. You spend more time arguing about tooling than writing features:

  • Package manager: npm (slow), yarn (which version?), pnpm (weird symlinks)?
  • TypeScript setup: ts-node (sluggish), tsx (better but still meh), or build everything first?
  • Testing: Jest (bloated), Vitest (trendy), Node's built-in runner (basic)?
  • Bundling: webpack (config hell), Vite (opinionated), esbuild (fast but limited)?
  • Linting: ESLint + Prettier configuration that takes longer than the actual feature

I counted 23 configuration files in my last "simple" Node.js API. Twenty-three! That's before I wrote a single console.log.

Bun: Opinionated and Proud of It

Bun Logo

Bun gives you everything built-in. No webpack configs, no tsconfig bullshit, it just works:

bun init my-app
cd my-app
echo 'console.log(\"Hello from TypeScript!\");' > index.ts
bun run index.ts  # Just works

No tsconfig.json required. No build step. No webpack configuration. TypeScript execution is native and instant.

The happy path with Bun is genuinely magical:

  • Package management: bun install is way faster than npm - like stupidly fast
  • Testing: Built-in Jest-compatible runner with no setup
  • Bundling: bun build handles most cases without configuration
  • Development: File watching and hot reloading work out of the box

But here's where Bun bites you in the ass: when it doesn't work, you're basically fucked. Need a custom webpack plugin? Too bad - Bun's bundler doesn't support it. Want specific ESLint rules? Nope, use Bun's formatter or nothing. Complex CI pipeline? Good luck debugging why your builds randomly fail on Linux but work fine on macOS.

Deno: Modern Standards, Less Bullshit

Deno Logo

Deno 2.0 takes a different approach - less chaotic than Node, more flexible than Bun:

deno init my-app
cd my-app
deno run server.ts  # TypeScript runs natively
deno fmt            # Format all files
deno lint           # Lint with zero config
deno test           # Run tests

Deno's advantage is following web standards. Instead of Node-specific APIs, you get:

  • Native fetch() instead of requiring node-fetch
  • Web Crypto API for cryptography
  • WebSockets that work like in browsers
  • Import maps for dependency management (defined in deno.json)

The permission system adds security but also complexity. Every script needs explicit permissions:

deno run --allow-net --allow-read server.ts

It's confusing initially but pays off for security-conscious environments.

TypeScript Development: Night and Day Differences

The TypeScript experience shows how much better these new runtimes are.

Node.js: Still requires choosing between ts-node (slow), tsx (better), or building everything first. The new TypeScript support is experimental and half-broken.

Bun and Deno: TypeScript just fucking works. Copy any .ts file and run it. No bullshit compilation step, no config files, no waiting around. This transforms how you actually develop - you stop avoiding TypeScript because it's a pain in the ass.

When you can iterate on TypeScript code instantly instead of waiting for compilation, you think differently about code organization and testing. Hot reloading becomes practical for backend services, not just frontend development.

JavaScript Runtime Performance Comparison

Package Management: Speed vs. Ecosystem

JavaScript Runtime Popularity Survey

npm/yarn/pnpm with Node.js: Slow but everything works. The entire JavaScript ecosystem expects npm compatibility. When you need an obscure package for OAuth flows or image processing, it exists and works.

Bun's package manager: Holy shit, it's fast. Like genuinely makes npm install look like it's running on a potato. Bun claims 90% compatibility. That missing 10% will destroy your project. prisma generate worked fine, then suddenly started segfaulting after a minor version bump. Spent 6 hours tracking down why sharp was crashing - turns out Bun's binary linking is still wonky with native modules. And don't get me started on node-gyp - just assume it won't work.

Deno's URL imports: Conceptually elegant, practically complex. You can import directly from URLs:

import { serve } from \"https://deno.land/std@0.200.0/http/server.ts\";

No package.json required. But dependency management across large projects becomes unwieldy without import maps. The JSR registry offers TypeScript-first packages but has limited adoption.

Package Manager Performance:

  • Bun: 10-30x faster than npm for most operations
  • npm: Slow but reliable for the entire ecosystem
  • pnpm/yarn: Middle ground between speed and compatibility

Testing: Built-in vs. Ecosystem

All three runtimes now include built-in test runners, but the experience varies dramatically:

Node.js test runner: Basic but functional. Good for simple unit tests, struggles with complex mocking or integration tests. Most teams still reach for Jest or Vitest.

Bun test: Jest-compatible API with instant startup. If your tests run in Jest, they'll probably run in Bun - and much faster. Perfect for TDD workflows where test startup time matters.

Deno test: Clean, TypeScript-first testing with built-in assertions. Less Jest baggage means a more modern API, but you'll miss Jest's extensive mocking capabilities for complex scenarios.

JavaScript Runtime Feature Comparison

The Real Migration Considerations

From Node.js to Bun: Start with development tooling and CLI scripts. These have fewer dependencies and showcase Bun's speed advantages. Don't migrate production APIs until you've tested all your dependencies thoroughly.

From Node.js to Deno: Begin with new microservices or TypeScript-heavy projects. The npm compatibility layer in Deno 2.0 makes migration easier, but plan for some package adjustments.

Staying with Node.js: If you have complex build processes, extensive npm dependencies, or enterprise requirements, Node.js 22+ offers most modern features without migration risk. The built-in tooling improvements close many gaps with newer runtimes.

Node = configuration hell. Bun/Deno = smooth until shit breaks and you're fucked. At least with Node.js, Stack Overflow has answers when things break. With the new runtimes, you're debugging alone.

OK that's the dev stuff. Now let's talk about production where everything breaks.

You need to figure out if your team can actually operate this shit when things go wrong. Because they will go wrong.

Developer Experience Migration Matrix

Migration Scenario

Node.js 22+

Bun 1.1+

Deno 2.1+

Difficulty

Time Investment

New Project Setup

⚠️ 2-4 hours of tool selection and configuration

✅ 5 minutes to productive TypeScript development

✅ 10 minutes with built-in tooling

Node: High, Others: Low

Node: Half day, Others: Minutes

TypeScript Development

⚠️ Requires ts-node/tsx or build step, experimental native support

✅ Instant TypeScript execution, zero config

✅ Native TypeScript with strict checking

Node: Medium, Others: None

Node: 1-2 hours setup, Others: Immediate

Package Installation

❌ 2-5 minutes for typical project, can be 10+ minutes

✅ 10-30 seconds for same dependencies

⚠️ Direct URL imports or npm compatibility layer

All: Low

npm: Minutes, Bun: Seconds, Deno: Variable

Testing Setup

⚠️ Choose between Jest, Vitest, or built-in runner

✅ Jest-compatible runner with instant startup

✅ Built-in runner with modern API

Node: Medium

Node: 30-60 min config, Others: None

Migrating Existing Codebase

✅ No migration needed

⚠️ 90% compatibility, test dependencies carefully

⚠️ npm compatibility layer, some packages need adjustment

Bun/Deno: Medium

Node: None, Others: 1-4 weeks

CI/CD Integration

✅ Universal support, mature tooling

⚠️ Growing support, Docker works well

✅ Good GitHub Actions support, other platforms improving

Node: None, Others: Low-Medium

Node: Existing, Others: 1-2 days

Debugging Production Issues

✅ Mature APM tools (New Relic, Datadog, Sentry)

❌ Limited tooling, mostly console.log debugging

❌ Basic debugging tools, improving observability

Node: Low, Others: High

Node: Existing tools, Others: Manual debugging

Team Onboarding

⚠️ Tool selection paralysis, configuration complexity

✅ Simple getting started, built-in tools

✅ Modern conventions, security model learning curve

Node: High, Bun: Low, Deno: Medium

Node: 1-2 days, Bun: Hours, Deno: 1 day

Enterprise Adoption

✅ LTS support, proven at scale, extensive tooling

❌ Limited enterprise features, smaller team

⚠️ Growing enterprise adoption, security focus

Node: Low, Others: High

Node: Immediate, Others: Risk assessment needed

Legacy System Integration

✅ Maximum compatibility with existing tools

⚠️ Some integration issues with complex build systems

⚠️ Permission model may complicate integrations

Node: None, Others: Medium

Node: Seamless, Others: Case-by-case

Production Reality: When Developer Experience Meets Operations

Production Monitoring Dashboard

The developer experience comparison tells only half the story. Here's what actually happens when Bun hits production traffic. When your security-conscious Deno service needs to integrate with enterprise monitoring. When your Node.js application needs to scale beyond what your current tooling supports.

After running production workloads on all three runtimes through 2024-2025, here's what the operational reality looks like beyond the development honeymoon period.

The 3 AM Production Incident Test

Nothing reveals runtime maturity like a production incident at 3 AM when your CEO is asking for ETAs and your monitoring is screaming.

Node.js: Battle-Tested Operations

When our Node.js API started randomly timing out in production, the debugging process was straightforward:

  1. New Relic APM immediately highlighted the slow database query
  2. Datadog distributed tracing showed exactly which microservice was the bottleneck
  3. Sentry error tracking caught the JavaScript errors causing silent failures
  4. VS Code debugging let us step through the problematic code path

Resolution time: maybe an hour to fix and deploy.

The Node.js operational ecosystem has been refined through years of production incidents. Every monitoring vendor supports Node.js. Every cloud platform optimizes for it. Every operations team knows how to debug it.

Bun: Flying Blind in Production

Our Bun API was fine for 3 weeks, then middle of the night it just started dying. Memory usage went nuts, containers kept dying with SIGKILL. Couldn't figure out what the hell was happening.

  1. No APM agents available - New Relic, Datadog, none of that shit works with Bun
  2. Basic profiling tools - no equivalent to Node's clinic.js
  3. Console.log debugging becomes your life - like debugging in 2005
  4. GitHub issues replace Stack Overflow because nobody else has this problem

Took forever to figure out it was a Bun memory leak with some Express middleware combo. Had to build our own logging since monitoring tools don't exist.

Bun in production is fast until something breaks, then you're completely fucked. Great for side projects where downtime means you miss GitHub star notifications. Terrible when angry customers are flooding support and your boss wants ETAs yesterday.

Deno: Improving but Limited

Deno 2.0 brought better production capabilities, but gaps remain:

  1. Built-in inspector works with Chrome DevTools
  2. Limited APM integration - some vendors are adding experimental support
  3. Permission debugging adds complexity when things fail in production
  4. Standard library reliability is good, but ecosystem monitoring tools are sparse

Deno sits between Node.js's mature operational ecosystem and Bun's greenfield limitations. You can debug production issues, but you'll spend more time building custom solutions than using off-the-shelf tools.

Container Architecture Considerations:

All three runtimes work in containers, but each has specific advantages:

  • Node.js: Mature Docker ecosystem with optimized base images
  • Bun: Smaller binary footprint, faster cold starts
  • Deno: Single executable makes containerization straightforward

Deployment and Scalability Patterns

Docker and Container Orchestration

All three runtimes can be containerized, but the experience varies:

Node.js: Official Docker images, optimized for production with Alpine variants. Every container orchestration platform (Kubernetes, Docker Swarm, ECS) has Node.js-specific optimizations and documentation.

Bun: Community Docker images work well but lack the extensive testing of Node images. The single binary approach can create smaller containers when used correctly.

Deno: Official Docker support with good documentation. The security model translates well to container security practices.

Serverless and Edge Computing

This is where runtime characteristics matter most:

Cold Start Performance on Lambda:
Bun starts way faster than Node - like 2-3x improvement. Deno's somewhere in between.

For serverless workloads where you pay per execution time, Bun's faster cold starts can translate to meaningful cost savings. One team reported 40% cost reduction on their Lambda functions after migrating compute-heavy operations to Bun.

Edge Computing Considerations:

  • Deno leads here with Deno Deploy offering true edge computing with V8 isolates
  • Bun works on edge platforms but doesn't offer native edge solutions
  • Node.js requires traditional server deployment models, limiting edge capabilities

Enterprise Monitoring Requirements:

Production apps need monitoring that actually works:

  • Distributed tracing across service boundaries
  • Custom metrics integrated with business dashboards
  • Log aggregation compatible with SIEM systems
  • Performance profiling under realistic load conditions

Enterprise Integration Challenges

Compliance and Security Auditing

Enterprise environments need predictable security models:

Node.js: Established security practices, vulnerability scanning tools, enterprise support contracts available. Security advisories are well-documented with clear remediation paths.

Deno: The permission model actually helps with enterprise security compliance. Runtime permissions are explicit and auditable:

deno run --allow-net=api.company.com --allow-read=/app/config server.ts

Security teams can review exactly what resources each service accesses.

Bun: Security model is similar to Node.js - full system access by default. Newer runtime means fewer security audits and established best practices.

Monitoring and Observability Integration

Enterprise monitoring strategies often require:

  • Distributed tracing across microservices
  • Custom metrics integration with internal dashboards
  • Log aggregation with enterprise SIEM systems
  • Performance profiling under load

Node.js excels here with OpenTelemetry support, mature APM integrations, and extensive logging libraries.

Deno has basic OpenTelemetry integration but limited enterprise monitoring tool support.

Bun lacks enterprise monitoring integration entirely - you'll need custom solutions for observability.

Performance in Production Context

Synthetic benchmarks don't tell the whole production story. Real applications are limited by:

Database Connection Overhead

When your app spends 80% of response time waiting for PostgreSQL queries, runtime speed differences become irrelevant. All three runtimes handle database I/O similarly well with proper connection pooling.

Network Latency and External APIs

Most modern applications integrate with external services. Runtime performance matters less than:

Memory Usage Under Load

Production memory patterns differ from development:

Node.js: Predictable V8 garbage collection behavior, extensive profiling tools for memory leak detection.

Bun: Lower baseline memory usage but garbage collection behavior is less predictable under sustained load.

Deno: Similar to Node.js but with tighter security boundaries that can help isolate memory issues.

Node.js Logo

The Migration Path Forward

You Don't Have to Choose Just One

You don't need to go all-in on one runtime. Teams that aren't masochists use:

  1. Node.js for core business logic and data processing services
  2. Bun for development tooling, build scripts, and CLI applications
  3. Deno for security-sensitive microservices and edge functions

This polyglot approach lets you optimize each service for its specific requirements without massive migration risks.

Risk Mitigation for New Runtime Adoption

If you're considering Bun or Deno for production services:

  1. Start small - internal tools, development utilities, low-traffic services
  2. Build monitoring first - custom metrics, health checks, error tracking
  3. Plan rollback strategies - containerized deployments make runtime switching easier
  4. Test extensively - load testing reveals runtime-specific issues not visible in development

The Operational Reality Check

Great dev experience means nothing when production breaks at 3 AM.

Cut through the bullshit and choose based on your actual constraints:

  • Startup/small team: Bun's developer experience advantages may outweigh operational limitations
  • Enterprise/mission-critical: Node.js operational maturity reduces 3 AM debugging sessions
  • Security-focused: Deno's permission model provides genuinely useful security boundaries
  • Edge/serverless: Cold start performance and deployment model become primary considerations

The "best" runtime isn't determined by benchmark numbers or feature lists - it's the one that aligns with your team's operational capabilities and risk tolerance. In 2025, that calculation looks different for every organization.

The Bottom Line: All three runtimes can power modern applications successfully. The real decision is about developer experience trade-offs versus operational maturity. Choose based on what keeps your team productive and your services reliable, not what looks impressive in benchmarks.

After a year of production experience with all three, here's my actual recommendation: Start new TypeScript projects with Bun for the developer experience, but keep Node.js for anything mission-critical until the operational ecosystem catches up. Use Deno when security boundaries matter more than debugging convenience. And always, always have a rollback plan - because in 2025, the best runtime is the one that doesn't wake you up at 3 AM.

Team and Project Decision Matrix

Team Size

Node.js 22+

Bun 1.1+

Deno 2.1+

Reasoning

Solo Developer

⚠️ Configuration overhead

Best choice

  • instant productivity

✅ Good choice

  • modern tooling

Bun eliminates decision paralysis, Deno offers modern DX

2-5 Developers

⚠️ Tool standardization needed

Recommended

  • shared opinionated setup

✅ Good fit

  • consistent standards

Small teams benefit from reduced configuration discussions

6-15 Developers

Stable choice

  • established patterns

⚠️ Risk vs. productivity trade-off

✅ Good for TypeScript-heavy teams

Node's maturity helps with coordination, Deno works well for TS teams

15+ Developers

Enterprise standard

  • mature tooling ecosystem

❌ Operational risk too high

⚠️ Suitable for security-focused orgs

Large teams need mature debugging and monitoring tools

Multiple Teams/Microservices

Industry standard

  • universal knowledge

⚠️ Consider for specific services only

✅ Good for service boundaries

Node ensures consistent operational practices across teams

Developer Experience Migration FAQ

Q

How hard is it to switch from Node.js to Bun for a TypeScript project?

A

The happy path is surprisingly smooth. Most TypeScript projects can run immediately with bun run instead of node. Package installation with bun install works for ~90% of npm packages without changes. The learning curve is minimal if you stick to Bun's built-in tools.Then the pain hits. better-sqlite3 throws segfaults. Webpack configs don't work

  • Bun's bundler is opinionated. Custom ESLint rules aren't supported. Hot reloading breaks randomly with circular imports. Bun either works perfectly or completely fails
  • no middle ground.Start with a simple TypeScript API or CLI tool to test the waters. Don't migrate your main production application until you've tested every dependency thoroughly.
Q

What's the actual learning curve for Deno's permission system?

A

Plan for a week of confusion. The first few days you'll be confused as hell about permissions. Why can't it read your config file? Why does --allow-read still throw PermissionDenied errors? It took me about a week to stop getting angry at the permission system and understand you need specific paths, not just blanket permissions. Pro tip: DENO_ALLOW_ALL=1 in development saves your sanity.The "aha moment" happens when you realize it's actually useful for security. Instead of every npm package having full system access, you explicitly control what each script can do. For security-sensitive applications, this permission model becomes a genuine advantage rather than an annoyance.Pro tip: Start with --allow-all for development, then gradually restrict permissions as you understand what your application actually needs.

Q

Can I migrate just part of my Node.js application to Bun or Deno?

A

Yes, and this is the recommended approach. Start with development tools, build scripts, or new microservices. Keep your main application on Node.js while you gain experience with the new runtime.Microservices architecture makes this easier. You can run Node.js for your core API, Bun for fast build tools, and Deno for security-sensitive services. They can communicate via HTTP APIs without runtime compatibility issues.Monoliths are a pain in the ass to partially migrate. You'd basically need to rip out chunks into separate services first.

Q

Do I need to rewrite my package.json and npm scripts for Deno?

A

Deno 2.0 supports package.json, making migration much easier than before. You can literally copy your Node.js project and run it with Deno in many cases. The npm compatibility layer handles most packages without issues.But you might want to embrace Deno's native patterns eventually. Direct URL imports eliminate package.json entirely. JSR packages offer better TypeScript integration than npm packages. The choice between npm compatibility and native Deno patterns is yours.For teams migrating gradually: Keep package.json for familiarity, then progressively adopt Deno-native patterns as you get comfortable.

Q

Will my existing testing setup work with Bun?

A

Jest tests usually work without changes thanks to Bun's Jest-compatible API. The main difference is startup time

  • Bun's test runner starts in milliseconds instead of 20+ seconds. This makes TDD workflows much more pleasant.Complex testing scenarios might need adjustments. Advanced mocking, custom Jest configurations, or specific testing libraries may not work perfectly. But basic unit and integration tests usually just work.The speed improvement is genuinely game-changing for development workflow. When tests start instantly, you actually run them during development instead of avoiding them.
Q

How does debugging work with these newer runtimes?

A

Node.js has the most mature debugging ecosystem. VS Code integration is excellent, **Chrome Dev

Tools** work perfectly, and profiling tools like clinic.js help find performance issues.

When production breaks at 3 AM, you have real tools to investigate.Deno debugging is decent with Chrome DevTools integration and built-in inspector support. Not as many tools as Node.js, but what exists works reliably.Bun debugging sucks. No profiler, crashes randomly, you're back to console.log. When production breaks, GitHub issues become your Stack Overflow because nobody else has hit this specific problem yet.Monitoring Tool Support by Runtime:

  • Node.js:

Full support

  • New Relic, Datadog, Sentry, AppDynamics
  • Deno: Limited support
  • basic metrics and error tracking
  • Bun: Minimal support
  • mostly custom solutions required
Q

What happens to my monitoring and APM tools if I switch to Bun or Deno?

A

Node.js: Full support from New Relic, Datadog, Sentry, AppDynamics, and others. These tools have been tested in production for years and can save your career during incidents.Deno: Basic support from some vendors, improving but limited. You can get error tracking and basic metrics, but distributed tracing and advanced APM features are sparse.Bun: No monitoring tools. No Datadog, no New Relic, nothing. You build custom metrics or go blind. Fine for side projects, terrible for production systems with angry customers.Migration strategy: Keep production services on Node.js until monitoring tools catch up, or build custom observability solutions if you need Bun/Deno's features immediately.

Q

Are there performance benefits in real production workloads?

A

Depends what's actually slowing down your app. Bun is genuinely faster for CPU-bound tasks and HTTP serving, but most modern applications are limited by database queries, external API calls, or network latency.Serverless functions see the biggest benefit from Bun's faster cold starts. One team reported 40% cost reduction on AWS Lambda after migrating compute-heavy operations. The 50-120ms vs 150-300ms startup time difference matters when you pay per execution.High-concurrency APIs might benefit from Bun's superior HTTP throughput, but only if HTTP processing is actually your bottleneck rather than backend systems.Measure your actual application instead of trusting synthetic benchmarks. Profile where your application spends time, then decide if runtime speed improvements matter for those specific operations.

Q

How do I convince my team/manager to try a newer runtime?

A

Start with low-risk, high-impact areas. Propose using Bun for development tools, build scripts, or internal CLI applications. These showcase the benefits without risking production systems.Focus on developer productivity metrics rather than performance benchmarks. Faster package installation, instant TypeScript execution, and simplified setup can measurably improve development velocity.Have a clear rollback plan. Containerized deployments make runtime switching easier. Demonstrate that you can revert to Node.js quickly if issues arise.For enterprise environments: Emphasize Deno's security model for compliance-sensitive applications, or Node.js's mature ecosystem for risk-averse organizations.

Q

What about hiring? Will using Bun or Deno limit our candidate pool?

A

JavaScript developers can be productive quickly with any of these runtimes. The core language skills transfer completely. Framework knowledge (React, Express, etc.) remains relevant.Bun has minimal learning curve for experienced JavaScript developers. If they know Node.js, they can use Bun effectively within days.Deno requires some pattern learning around permissions and imports, but nothing that would exclude qualified candidates. The TypeScript-first approach actually attracts developers frustrated with Node.js configuration complexity.Larger candidate pool prefers Node.js simply due to familiarity and job market demand. But this is changing as newer runtimes gain adoption.

Q

How long does a typical migration take?

A
  • New projects:

Immediate for Bun/Deno. Setup is minutes instead of hours.

  • Simple APIs: 1-2 weeks for Bun, 2-4 weeks for Deno including testing.
  • Complex applications: 1-3 months depending on dependency compatibility.
  • Enterprise: 6+ months for security reviews, compliance, training, rollout.Most time goes to testing edge cases and building monitoring, not the actual migration.
Q

Should I wait for these runtimes to mature more?

A

For production applications: Node.js 22+ incorporates many modern features (native Type

Script support, built-in test runner, improved tooling) without migration risk.

The new Node.js features close many gaps with newer runtimes.For new projects: Bun and Deno are production-ready for many use cases in 2025.

The ecosystems are mature enough for typical web applications, APIs, and services.For enterprise environments: Wait for monitoring tool support and established operational patterns unless you have specific requirements (security model, performance) that justify the operational complexity.

For learning and experimentation: Try them now. The developer experience improvements are real and can inform decisions about future projects even if you stick with Node.js for current production systems.Pick the runtime that won't get you fired. All three work in 2025

  • they just suck in different ways.

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