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Cursor users selecting Grok 4.5 find subagents secretly calling expensive Opus 5, consuming 11% quota per prompt. Analysis of model decoupling, cost transparency, and user strategies.

Cursor launches three major products: cloud agents on mobile, Origin — an agent-native Git platform challenging GitHub, and a custom foundation model with 10-20x compute. AI coding enters the Agent-First era.
Product ReviewsCursor 3.0 evolves from an AI coding assistant into an Agent fleet command center. Explore multi-agent parallelism, Design Mode, and Best-of-N model comparison.
Product ReviewsCursor 3.0 evolves from an AI coding assistant into an Agent fleet command center. Deep dive into multi-agent parallelism, Design Mode, and Best-of-N model comparison.
Product ReviewsDeep dive into Cursor 2.0's five major updates: custom Composer model, Git Worktrees multi-agent parallel development, Agent View mode, built-in browser, and more—with hands-on evaluation.
TutorialsA detailed guide to Cursor 2.0's three AI modes (Plan, Agent, Ask) and core features including inline editing, multi-Agent parallelism, project rules, and version control for efficient AI-powered development.
Product ReviewsIn-depth analysis of Cursor 2.0's five core updates: custom Composer model speed tests, Git Worktrees multi-agent parallel development, built-in browser, and a three-model comparison of Claude, GPT-5, and Composer.
Product ReviewsDeep analysis of Cursor 3.0's three core upgrades: Rust rewrite leaving VS Code behind, in-house Composer 2 model with 86% cost reduction, and Agent Windows for multi-agent parallel development.
Product ReviewsDeep analysis of Cursor 3.0's two core updates: Agent Window for multi-Agent parallel development with cloud cross-device collaboration, and Design Mode for direct UI modification in the browser.
TutorialsComplete guide to Cursor AI installation, rules file configuration, and Agent mode in action. Master project-level and global rules setup to drive AI programming with natural language and boost coding efficiency.
Tech FrontiersDeep dive into the top 10 core tips for Cursor's 2025 latest version, covering Agent/Edit modes, custom models, Debug mode, WorkTree multi-Agent parallel processing, MCP, and Rules management.
Product ReviewsIn-depth comparison of Cursor vs Claude Code, Windsurf, Trae, and other AI coding tools across Agent modes, terminal tools, browser integration, parallel processing, and context management.

AI-generated demos from Vibe Coding may look functional, but launching requires deployment, data storage, user accounts, payments, and error handling. A complete guide from demo to production.

Complete breakdown of the GitHub Copilot GH-300 certification exam's five domains, covering responsible AI, Copilot features, prompt engineering, security governance, and scenario-based study strategies.

Deep dive into GitHub Copilot's agentic coding paradigm, covering Agent Skills customization, custom agent personas, MCP integration, and CLI mode switching with a hands-on eShop project demo.

Freebuff is a completely free AI coding agent offering CLI, desktop, web builder, and cloud agent forms powered by open-source LLMs, directly challenging Cursor, Claude Code, Replit, and Devin.

Hoplite is a cloud AI coding Agent infrastructure tool that migrates local Agent environments to the cloud with zero reconfiguration, enabling parallel multi-Agent execution, instant previews, and iMessage remote prompting.

Show HN submissions grew 6x after ChatGPT launched, yet project success rates barely changed. Analysis of the supply explosion dilemma and how developers can stand out.

Step-by-step tutorial to install OpenAI Codex using DeepSeek API Key directly — no special network or paid subscription needed. Covers CLI, sandbox fixes, and desktop setup.

6 practical lessons from the Superconductor team on multiplayer agentic engineering: model neutrality, cloud sandboxing, signal automation, team visibility, and more.