惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

V2EX - 技术
V2EX - 技术
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
Threat Research - Cisco Blogs
T
The Exploit Database - CXSecurity.com
S
Schneier on Security
S
Securelist
P
Privacy & Cybersecurity Law Blog
Scott Helme
Scott Helme
T
Threatpost
C
Cybersecurity and Infrastructure Security Agency CISA
L
LINUX DO - 热门话题
Cyberwarzone
Cyberwarzone
Cisco Talos Blog
Cisco Talos Blog
量子位
博客园 - Franky
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Latest news
Latest news
T
Troy Hunt's Blog
N
News | PayPal Newsroom
Google Online Security Blog
Google Online Security Blog
Apple Machine Learning Research
Apple Machine Learning Research
N
Netflix TechBlog - Medium
小众软件
小众软件
P
Palo Alto Networks Blog
Spread Privacy
Spread Privacy
C
Cyber Attacks, Cyber Crime and Cyber Security
C
Check Point Blog
aimingoo的专栏
aimingoo的专栏
WordPress大学
WordPress大学
L
Lohrmann on Cybersecurity
L
LINUX DO - 最新话题
D
Darknet – Hacking Tools, Hacker News & Cyber Security
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
The Last Watchdog
The Last Watchdog
S
Security @ Cisco Blogs
P
Privacy International News Feed
Last Week in AI
Last Week in AI
Microsoft Security Blog
Microsoft Security Blog
T
Tailwind CSS Blog
博客园_首页
云风的 BLOG
云风的 BLOG
V
Vulnerabilities – Threatpost
D
DataBreaches.Net
Recent Announcements
Recent Announcements
酷 壳 – CoolShell
酷 壳 – CoolShell
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
罗磊的独立博客
Engineering at Meta
Engineering at Meta
Forbes - Security
Forbes - Security
T
Tenable Blog

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
WWDC 2026 - What's New in Swift
ArshTechPro · 2026-06-12 · via DEV Community

Swift 6.3 and 6.4 landed at WWDC 2026 with a strong theme running through them: less boilerplate, fewer surprises, and more control. The session covers four broad areas — language improvements, library updates, cross-platform support, and performance. Here is a practical breakdown of everything announced.


Language Improvements

Better Swift Concurrency Diagnostics

The compiler now catches more concurrency mistakes and gives you clearer guidance when it does. Two patterns that previously slipped through are now properly diagnosed: catching errors inside a Task block, and saving a task reference for later rendezvous.

// Catching inside a Task
Task {
    do {
        try lander.fly(to: moon)
    } catch {
        lander.abort()
    }
}

// Saving a Task for later
let landingTask = Task {
    try lander.fly(to: moon)
}

defer {
    await orbiter.rendezvous(with: lander)
}

try await orbiter.justHangOut(waitingFor: landingTask)

Improved Sendable Conformances

Working with Sendable in class hierarchies just got more expressive. You can now mark a class as ~Sendable to opt out, and weak let properties are supported in Sendable types.

final class Spacecraft: Sendable {
    weak let dockedAt: SpaceStation?  // weak let now works in Sendable types
}

class Mission: ~Sendable { ... }

class CrewedMission: Mission, @unchecked Sendable { ... }

More Accessible Memberwise Initializers

Swift now generates multiple memberwise initializers at different access levels based on property visibility. If a struct has a mix of internal and private properties, you get both an internal initializer (without the private properties) and a private one (with everything). No more hand-writing boilerplate initializers just to work around access control.

struct Briefing {
    internal var topic: String
    internal var scheduledAt: Date
    private  var attendees: [Person] = []
}

// Swift generates both:
// internal init(topic:scheduledAt:)
// private  init(topic:scheduledAt:attendees:)

anyAppleOS Availability

Tired of spelling out every Apple platform in availability annotations? Swift 6.4 introduces anyAppleOS as a shorthand that covers iOS, macOS, watchOS, tvOS, and visionOS in one shot. Works in both @available attributes and #if conditions.

// Before
@available(macOS 27, iOS 27, watchOS 27, tvOS 27, visionOS 27, *)
func showStatus() { ... }

// After
@available(anyAppleOS 27, *)
func showStatus() { ... }

#if os(anyAppleOS)
func makeLiveActivityWidget() -> some Widget { ... }
#endif

You can still layer platform-specific exclusions on top:

@available(anyAppleOS 27, *)
@available(tvOS, unavailable)
func launch() { ... }

@diagnose — Fine-Grained Warning Control

The new @diagnose attribute lets you control how the compiler treats specific diagnostics on a per-declaration basis. You can silence a deprecation warning, promote a warning to an error, or demote a future error to a warning — all scoped to a single function.

// Silence a deprecation warning with a reason
@diagnose(DeprecatedDeclaration, as: ignored, reason: "Flying with surplus hardware")
func makeApolloSoyuzMission() -> Mission { ... }

// Treat strict memory safety as a warning instead of the default
@diagnose(StrictMemorySafety, as: warning)
func uplinkCommand(from receiver: inout Receiver, to computer: inout Computer) { ... }

// Treat a future Swift error as an error now, ahead of the version bump
@diagnose(ErrorInFutureSwiftVersion, as: error)
func fetchPosition() -> (x: Double, y: Double, z: Double) { ... }

Module Selectors (:: Syntax)

When two imported modules export the same name, Swift 6.3 gives you a clean way to be explicit: the double-colon module selector. It works on both types and members.

import Rocket
import GiftShopToys

let rocket2 = Rocket.SaturnV()   // ambiguous — prefers Rocket module's Rocket.SaturnV
let rocket3 = Rocket::SaturnV()  // unambiguous — definitely Rocket module's SaturnV

It also resolves method name conflicts from protocol extensions:

// Calls the HumanResources version of fire(), not Chemistry's
launchPadTechnician.HumanResources::fire()


Library Updates

withTaskCancellationShield

Sometimes a piece of work must complete even if the parent task is cancelled — like sending an emergency signal. The new withTaskCancellationShield wrapper protects a block of code from task cancellation, letting it run to completion regardless.

extension EmergencyTransponder {
    func sendSOS() {
        withTaskCancellationShield {
            radio.send(makeSOSPacket())
        }
    }
}

Dictionary.mapKeyedValues

A small but welcome addition. When you need to transform dictionary values while keeping access to the key, you previously had to construct the result manually. Now there is a purpose-built method for it.

// Before
let new: [Mission: String] = .init(
    uniqueKeysWithValues: missions.lazy.map { mission, launchWindow in
        (mission, makeDisplayName(for: mission, in: launchWindow))
    }
)

// After
missions.mapKeyedValues { mission, launchWindow in
    makeDisplayName(for: mission, in: launchWindow)
}

New FilePath Type

Foundation gains a new FilePath type that correctly handles macOS resource forks and named resources (the ..namedresource/rsrc path suffix). When iterating path components, it strips these platform-specific suffixes automatically.

var path: FilePath = "/var/www/static/..namedresource/rsrc"
print(path.components)
// [ "var", "www", "static" ]

Swift Testing: Issue Severity and Test Cancellation

Swift Testing picks up two improvements. First, you can now record an issue with a .warning severity — useful for soft failures that do not warrant stopping the test.

Issue.record(
    "\(rocket.name) remaining fuel is below 10% reserve target",
    severity: .warning
)

Second, Test.cancel lets a test stop itself early with a message, which is more expressive than skipping and cleaner than a conditional return.

if rocket.engineType == .solid {
    try Test.cancel("\(rocket.name) has solid fuel")
}

XCTest Interoperability

You can now freely mix XCTest assertions and Swift Testing expectations in the same codebase — calling XCTAssertEqual from a Swift Testing test, or using #expect inside an XCTestCase. Migration from XCTest no longer has to be all-or-nothing.

Subprocess Output Streaming

Subprocess now supports streaming output via .sequence, so you can process command output lazily as it arrives instead of waiting for the process to finish.

let result = try await Subprocess.run(.name("ls"),
                                      input: .none,
                                      output: .sequence,
                                      error: .string(limit: 4096)) { execution in
    execution.standardOutput.strings().filter { $0.hasSuffix(".obj") }
}

for try await objectFiles in result.closureOutput {
    print("Object file: \(objectFiles)")
}

Progress Reporting

A new ProgressManager API brings structured progress reporting with Swift concurrency support. Progress can be composed hierarchically using subprogress objects, and progress updates can be observed with Observations.

let manager = ProgressManager(totalCount: 100)
try await rocket.launch(mission.subprogress(assigningCount: 100))

Task {
    for await update in Observations({ mission.fractionCompleted }) {
        print("Mission \(Int(update * 100))%")
    }
}


Performance

Inlining Control: @inline(never) and @inline(always)

Swift now exposes explicit inlining attributes for when the optimizer needs a nudge. @inline(never) prevents a function from being inlined — useful for code size or debugging. @inline(always) forces inlining where the performance gain is known and worth it.

@inline(never)
func makeInts(randomized: Bool) -> [256 of Int] { ... }

@inline(always)
func makeInts(randomized: Bool) -> [256 of Int] { ... }

@specialized for Generic Functions

Generic functions generate a single implementation that works for all types. When a specific concrete type is used frequently, @specialized tells the compiler to emit a dedicated, fully optimized version for that type — getting the performance of a non-generic function without giving up the generic API.

@specialized(where Values == [UInt8])
func histogram<Values>(of values: Values) -> [256 of Int] where Values: Sequence<UInt8> {
    // Compiler emits a specialized version for [UInt8]
}

~Copyable and ~Escapable in Protocol Associated Types

Protocols can now express that their associated types do not need to be copyable or escapable, enabling more expressive and efficient protocol designs — particularly for iterator and span-based APIs that need to avoid unnecessary copies.

borrow and mutate Accessors

A new pair of accessors replaces the old get/set pattern for types that wrap unsafe pointers. borrow provides a read-only reference without copying; mutate provides a mutable reference. Together they allow non-copyable types to expose stored properties cleanly and safely.

public var value: Value {
    borrow { valuePointer.pointee }
    mutate { &valuePointer.pointee }
}

MutableRef for Hoisted Accesses

Subscript accesses inside loops — like updating a dictionary value — can result in repeated redundant lookups. MutableRef lets you hoist that access out of the loop manually, holding a stable mutable reference to the element for the duration of the operation.

var countRef = MutableRef(&counts[key, default: 0])

for set in sets {
    if set.contains(key) {
        countRef.value += 1
    }
}


Summary

The WWDC 2026 Swift session is less about dramatic new capabilities and more about sanding down the rough edges that have accumulated over the years. anyAppleOS removes genuine boilerplate. Better concurrency diagnostics catch real bugs. Module selectors solve real ambiguity problems. The performance additions — @inline, @specialized, MutableRef — hand meaningful control back to developers who need it without making the common case harder.

Swift 6.3 and 6.4 together represent a mature language tightening its tooling and ergonomics rather than chasing novelty.