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Hacker News: Front Page

SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Introducing Claude Opus 4.7 Qwen Studio The Future of Everything is Lies, I Guess: Where Do We Go From Here? GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis Ancient DNA reveals pervasive directional selection across West Eurasia [pdf] AI cybersecurity is not proof of work Moving a large-scale metrics pipeline from StatsD to OpenTelemetry / Prometheus GitHub - Nightmare-Eclipse/RedSun: The Red Sun vulnerability repository GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. A Better Ludum Dare; Or, How to Ruin a Legacy GitHub - macOS26/Agent: Any AI, replaces Claude Code, Cursor, OpenClaw. Over 18 LLM providers (Claude, OpenAI, Gemini, Ollama, Zai, HF, Qwen) wired into a native Mac app that writes code, builds Xcode projects, bumps versions, manages git, automates Safari, use AppleScript, JS or Accessibility, extend Agent! w/ MCP Servers, run tasks from your iPhone via Messages. YouTube now lets you turn off Shorts I Made a Terminal Pager Burgers | マクドナルド公式 Commands — HackerNews CLI documentation ChatGPT for Excel PiCore - Raspberry Pi Port of Tiny Core Linux Live Nation illegally monopolized ticketing market, jury finds Google Broke Its Promise to Me. Now ICE Has My Data. Founding Engineer at Adaptional | Y Combinator CRISPR takes important step toward silencing Down syndrome’s extra chromosome GitHub - saffron-health/libretto: The AI toolkit for building reliable browser automations US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf] Unexpected €54k billing spike in 13 hours: Firebase browser key without API restrictions used for Gemini requests Fragments: April 14 Cal.com Goes Closed Source: Why AI Security Is Forcing Our Decision | Cal.com - Scheduling Software for Online Bookings Laravel raised money and now injects ads directly into your agent Codex Hacked a Samsung TV
GitHub - hpennington/agentswift
hpen · 2026-04-28 · via Hacker News: Front Page

Download AgentSwift-0.1.zip You must install the dependencies listed below in order for the binary to work. See below for setup commands.

Dependencies:

  • Xcode
  • Xcode command line tools
  • xcodebuildmcp
  • openspec

AgentSwift settings panel

AgentSwift

A native macOS app that runs an autonomous AI coding agent for Apple platform development. Describe what you want to build, and AgentSwift uses Claude to discover your project, implement changes, build, run, and validate — without you touching Xcode.

What it does

AgentSwift drives a multi-phase agentic workflow:

  1. Discover — Claude inspects your Xcode project structure and schemes
  2. Implement — edits source files to match your request
  3. Build — runs xcodebuildmcp to compile
  4. Launch / Validate — boots the app on a simulator or macOS, runs UI automation to verify behavior
  5. Archive — marks the task complete

Requirements

Dependencies

Install these two CLIs before running the agent:

xcodebuildmcp

Provides build, launch, and UI automation capabilities for Xcode projects.

npm install -g xcodebuildmcp

openspec

Tracks implementation specs across agent sessions.

npm install -g @fission-ai/openspec

Setup

  1. Build and run the app in Xcode.
  2. Open Settings and enter your Anthropic API key.
  3. Select a Project Folder (the root of your Xcode project).
  4. Optionally pick an iOS Simulator from the dropdown.
  5. Type what you want to build and press Cmd+Return.

On the first run the agent discovers your project's scheme and simulator target. Subsequent runs skip discovery and go straight to implementation.

Models

Model Use when
Claude Opus 4.7 Complex tasks, large codebases
Claude Sonnet 4.6 Faster iteration, lighter tasks

Key behaviors

  • Message queuing — if you send a new message while the agent is running, the latest supersedes earlier ones
  • Build caching — scheme, project path, and simulator ID are extracted after the first build and reused automatically
  • Error escalation — the agent attempts one fix on a failure, then surfaces the error to you rather than looping

Architecture

AgentSwiftApp.swift    — app entry point
ContentView.swift      — UI, view models, agentic loop
AnthropicService.swift — Anthropic API client (streaming SSE)
ToolExecutor.swift     — bash / read_file / write_file execution
Item.swift             — chat message model

No external Swift dependencies — pure SwiftUI + Foundation.