From the Community

Insights, stories, and practical guides for builders.

Real advice for developers navigating careers, job searches, and the age of AI — from people who've been in the room.

CursorAI IndustryDeveloper ToolsAcquisitions

SpaceX Just Bought Cursor for $60 Billion. Here's What That Actually Means for Developers.

The largest acquisition of a venture-backed startup ever closes the book on Cursor as an independent company. What it means for the Claude and GPT integrations you rely on, for the pricing you pay, and for who owns the AI coding market going forward.

SpaceX agreed to buy Cursor's parent company Anysphere for $60 billion on June 16 — four days after SpaceX's record IPO and the largest startup acquisition in history. The deal makes Cursor a subsidiary of the SpaceX-xAI empire. Here's what that means for the tool you're using right now.

July 13, 2026·7 min read
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CursorDeveloper ToolsWindowsAI Coding

Cursor on Windows Is Brilliant and Broken: What the Desktop App Gets Right, What the CLI Fixes, and What's Still a Mess

Cursor is one of the most capable AI coding tools available. It's also shipped some of the most frustrating Windows-specific bugs in recent memory. Here's an honest look at both surfaces — the desktop app and the terminal CLI — from the perspective of developers actually using them.

Cursor's Windows desktop app has a bug that randomly uninstalls itself during updates. The CLI hangs indefinitely in headless mode. And yet developers keep choosing it — because when it works, nothing else comes close for multi-file agentic coding. Here's the full picture.

July 13, 2026·8 min read
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AI ToolsDeveloper ProductivityGitHub CopilotCursor

Your AI Coding Assistant Doesn't Know You Yet — But It's Learning To

AI coding tools are shifting from one-size-fits-all suggestions to tools that know your stack, your team's conventions, and your codebase. Here's what's changed, what's actually verified, and what it means for how you work.

The first wave of AI coding tools gave everyone the same suggestions. The second wave knows your preferred framework, your team's naming rules, your internal libraries — and applies them automatically. Here's how hyper-personalisation is reshaping developer tooling in 2025–2026.

July 13, 2026·7 min read
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SecurityAI AgentsOpen SourceRed Teaming

T3MP3ST: The Open-Source Tool That Turns AI Coding Assistants Into Security Testers

A new open-source project lets you point your existing AI tools — Claude, Codex, even a fully offline model — at a target system and have them hunt for vulnerabilities automatically. Here's what it is, how it works, and why it matters.

T3MP3ST is an open-source framework that turns your existing AI coding assistant into an automated security tester. It uses a team of eight specialised AI agents — each with a different job — to find vulnerabilities in websites, code, and cloud infrastructure. No extra API keys needed. All results are independently verifiable.

July 7, 2026·6 min read
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CursorAI ToolsDeveloper ProductivityPricing

Cursor Just Split Into Two Tiers — And It Reveals Something About How AI Coding Is Actually Being Used

The Standard vs Premium pricing split isn't just a billing change. It's a signal that the market is bifurcating between developers who use AI as a tool and developers who run agents all day.

Cursor Teams now has two tiers: Standard at $40/seat and Premium at $120/seat. The split isn't just about usage limits — it's a window into how AI-assisted coding is actually being consumed in production teams, and which developers are treating it as infrastructure rather than a feature.

July 7, 2026·6 min read
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AI ToolsDeveloper ProductivitySoftware DeliveryResearch

The AI Coding Paradox: 78% of Developers Code Faster But Software Delivery Hasn't Improved

GitLab's 2026 AI Accountability Report surveys 5,000 developers and finds a consistent pattern: AI accelerates writing code while bottlenecks migrate downstream. The productivity gains are real. The delivery problem just moved.

GitLab surveyed 5,000 developers for their 2026 AI Accountability Report and found something uncomfortable: 78% code faster with AI assistance, but software delivery timelines haven't meaningfully improved. The bottleneck didn't disappear — it migrated from writing code to reviewing it.

July 7, 2026·7 min read
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