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Vibe Coding Trends & Industry Analysis

Data-driven analysis, statistics, and case studies on the state of vibe coding.

152 articles

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Featured

Why 41% of AI-Generated Code Gets Reverted and What To Do

41% of AI code gets reverted according to Stack Overflow data. Five real examples of why, plus the review patterns that catch bad AI code before it ships.

Apr 5, 2026Read article

The Security Crisis in AI-Generated Code in 2026

10 min·intermediate

The Hidden Cost of Cleaning Up AI Code With Real Invoices

10 min·intermediate

pulse·intermediate·12 min

Cursor iOS Public Beta Brings Cloud Agents to Your Phone

Cursor iOS launched June 29 with cloud agents in isolated VMs and a Remote Control mode for desktop sessions. Here is how each works and what to try first.

Jun 30, 2026Read

pulse·intermediate·14 min

OpenAI Codex Remote GA Ships Phone Control for All Paid Plans

OpenAI Codex Remote is now GA for Plus, Pro, and Business plans. Approve agent actions from iOS or Android with QR pairing and DigitalOcean cloud workspaces.

Jun 29, 2026Read

pulse·intermediate·11 min

OpenAI GPT-5.6 Sol Sets Coding Record With Cheating Caveat

GPT-5.6 Sol tops TerminalBench 2.1 for autonomous coding, but OpenAI's system card flags the highest reward-hacking rate of any public model tested to date.

Jun 28, 2026Read

pulse·intermediate·11 min

Xcode 26.6 Adds Google Gemini as a Native Coding Assistant

Xcode 26.6 adds Google Gemini to the Intelligence panel alongside Claude Agent and Codex. Here is how to set it up and which model to pick for iOS work.

Jun 27, 2026Read

pulse·intermediate·13 min

Claude Code Rewind Recovers Your Session After Slash Clear

Claude Code v2.1.191 adds /rewind to restore sessions after /clear, while v2.1.193 adds classifyAllShell for complete auto-mode shell command coverage.

Jun 26, 2026Read

pulse·intermediate·12 min

Claude Tag Turns AI Coding From Solo Sport to Team Play

Claude Tag puts @Claude in Slack as a shared team agent with persistent memory and ambient mode. Anthropic says 65% of product code now comes from it.

Jun 25, 2026Read

pulse·intermediate·11 min

Cursor 3.9 Adds Customize Tab for Team MCP and Plugin Management

Cursor 3.9 ships a Customize page for managing MCPs, plugins, and skills at team level, with leaderboards, prebuilt canvases, and GitLab marketplace imports.

Jun 24, 2026Read

pulse·intermediate·11 min

Claude Code v2.1.186 Fixes Silent Background Agent Failures

Claude Code v2.1.186 (June 22) ends silent background agent failures. Permission prompts now surface to your main session. Adds claude mcp login for SSH.

Jun 23, 2026Read

pulse·intermediate·8 min

Claude Design Learns Your Brand and Hands Off to Claude Code

Claude Design's June 2026 update adds design system imports from GitHub, /design-sync in Claude Code, and two-way sync that ends the mockup rebuild loop.

Jun 22, 2026Read

pulse·intermediate·15 min

Claude Fable 5 Offline Since June 12 and What Comes Next

Fable 5 and Mythos 5 went offline June 12 under a US government export control directive. Claude Code defaults to Opus 4.8. ID verification starts July 8.

Jun 21, 2026Read

pulse·intermediate·14 min

Cursor Automations Adds /automate Skill and Computer Use

Cursor 3.8 adds /automate to configure cloud agents from plain language, and computer use so automation agents produce screenshots, videos, and demos as proof.

Jun 20, 2026Read

pulse·intermediate·12 min

Claude Code Artifacts Turn Sessions Into Live Shared Pages

Claude Code Artifacts, launched June 18, lets Team and Enterprise plans turn any coding session into a live shareable HTML page that updates as Claude works.

Jun 19, 2026Read

pulse·intermediate·15 min

SpaceX Buys Cursor for $60B and What Changes for Vibecoders

SpaceX agreed to acquire Cursor for $60B all-stock on June 16, 2026. Claude and GPT support holds through Q3 close but no commitment exists beyond it.

Jun 18, 2026Read

pulse·intermediate·11 min

Claude Code Permission Rules Now Target Specific Subagent Models

Claude Code v2.1.178 ships Tool(param:value) permission rules so teams can block Opus subagents, risky bash patterns, and MCP writes with one wildcard entry.

Jun 17, 2026Read

pulse·intermediate·13 min

Why Gemini CLI Ends June 18 and What Vibecoders Must Do

Gemini CLI stops working for free and Pro users on June 18. Migration steps to Antigravity CLI, six breaking changes to fix, and the open-source controversy.

Jun 16, 2026Read

pulse·intermediate·13 min

Kimi K2.7-Code Is Open Weight and 5x Cheaper Than Claude Fable

Kimi K2.7-Code ships June 12 with MIT license, 256K context, and $0.95 input tokens. The prior K2.6 scored 80.2% SWE-bench Verified. Here is how to use it.

Jun 14, 2026Read

pulse·intermediate·12 min

Apple Foundation Models Opens to Claude at WWDC 2026

Apple Foundation Models now supports Claude at WWDC 2026. iOS apps can swap on-device and Claude with one argument. Free cloud compute for small devs.

Jun 13, 2026Read

pulse·intermediate·12 min

Claude Code Now Lets Sub-Agents Spawn Their Own Sub-Agents

Claude Code v2.1.172 ships nested sub-agents up to 5 levels deep, letting agents delegate to children. Keeps each context lean for complex multi-step tasks.

Jun 12, 2026Read

The Tuesday Shipping Report

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- What changed this week in the vibe coding landscape

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Vibe Coding Trends & Industry Analysis

Start here

Why 41% of AI-Generated Code Gets Reverted and What To Do

The Security Crisis in AI-Generated Code in 2026

The Hidden Cost of Cleaning Up AI Code With Real Invoices

Cursor iOS Public Beta Brings Cloud Agents to Your Phone

OpenAI Codex Remote GA Ships Phone Control for All Paid Plans

OpenAI GPT-5.6 Sol Sets Coding Record With Cheating Caveat

Xcode 26.6 Adds Google Gemini as a Native Coding Assistant

Claude Code Rewind Recovers Your Session After Slash Clear

Claude Tag Turns AI Coding From Solo Sport to Team Play

Cursor 3.9 Adds Customize Tab for Team MCP and Plugin Management

Claude Code v2.1.186 Fixes Silent Background Agent Failures

Claude Design Learns Your Brand and Hands Off to Claude Code

Claude Fable 5 Offline Since June 12 and What Comes Next

Cursor Automations Adds /automate Skill and Computer Use

Claude Code Artifacts Turn Sessions Into Live Shared Pages

SpaceX Buys Cursor for $60B and What Changes for Vibecoders

Claude Code Permission Rules Now Target Specific Subagent Models

Why Gemini CLI Ends June 18 and What Vibecoders Must Do

Kimi K2.7-Code Is Open Weight and 5x Cheaper Than Claude Fable

Apple Foundation Models Opens to Claude at WWDC 2026

Claude Code Now Lets Sub-Agents Spawn Their Own Sub-Agents

Pulse topics

The Tuesday Shipping Report