AI development

60 stories tagged AI development.

Google Cloud MCP Explained diagram showing flow from Agent Language Model through MCP to External tools, with smiling woman…

Model Context Protocol Explained: How MCP Works

MCP standardizes how AI models connect to tools and data. Here's what the protocol actually does, how clients and servers talk, and why it matters for developers.

Developer at neon-lit desk with GitHub homepage displayed on dual monitors, surrounded by programming code and tech neon…

35 Open-Source Tools Shaping AI Dev in 2025

Marcus Chen-Ramirez1 month ago

AI. Marcus Chen-Ramirez1 month ago

35 Open-Source Tools Shaping AI Dev in 2025

GitHub's latest trending repos show developers wrestling with token costs, agent reliability, and AI tooling fragmentation—here's what's actually worth your attention.

Coding Models Have Become the AI Arms Race Nobody Expected

Bob Reynolds3 months ago

AI. Bob Reynolds3 months ago

Coding Models Have Become the AI Arms Race Nobody Expected

OpenAI's GPT-5.5 leak and Google's emergency response reveal why coding ability—not chatbots—now determines which AI lab wins the future.

A developer with dark hair sits at a desk with multiple glowing monitors displaying code and analytics in a blue and…

35 Claude Skills on GitHub Turn AI Coding Assistants Into Experts

Marcus Chen-Ramirez3 months ago

AI. Marcus Chen-Ramirez3 months ago

35 Claude Skills on GitHub Turn AI Coding Assistants Into Experts

Developers are building specialized skills that transform Claude and other AI coding assistants into domain experts. Here's what's actually worth using.

Two metallic robots with "MODEL" and "HARNESS" labels examine equipment against a starry background with bold retro-style…

Harness Engineering: The New Frontier in AI Development

Yuki Okonkwo3 months ago

AI. Yuki Okonkwo3 months ago

Harness Engineering: The New Frontier in AI Development

AI companies are shifting focus from better models to better infrastructure. Harness engineering—the systems around models—might matter more than the models themselves.

A large red hand-like creature emerges from a field of orange pixelated invaders against a black background, with "IT'S A…

Anthropic's Claude Code Update: AI Agents Get Planning Tools

Samira Barnes3 months ago

AI. Samira Barnes3 months ago

Anthropic's Claude Code Update: AI Agents Get Planning Tools

Anthropic released Claude Code v2.1.92 with Ultra Plan for transparent AI project planning and Managed Agents for deployment without infrastructure.

Bearded man in glasses and white beanie against blue-green grid background with yellow "18 MONTHS" text overlay

The AI Agent Infrastructure Nobody's Watching Yet

Marcus Chen-Ramirez3 months ago

AI. Marcus Chen-Ramirez3 months ago

The AI Agent Infrastructure Nobody's Watching Yet

A new infrastructure stack is being built for AI agents—six layers deep, billions in funding, and most builders can't tell what's real from what's hype.

A space-themed promotional graphic announcing Google Antigravity Agent Skills with colorful gradient text and cosmic…

Google's Agent Skills Update Just Fixed AI's Biggest Flaw

Zara Chen3 months ago

AI. Zara Chen3 months ago

Google's Agent Skills Update Just Fixed AI's Biggest Flaw

Google's ADK now uses progressive disclosure to stop AI agents from loading unnecessary instructions. Here's why that matters for everyone using AI.

Bearded man wearing glasses and a light blue beanie in front of a blurred office background, with large yellow text reading…

Anthropic's Claude Code Leak Reveals Unglamorous Truth

Mike Sullivan4 months ago

AI. Mike Sullivan4 months ago

Anthropic's Claude Code Leak Reveals Unglamorous Truth

The Claude Code leak shows what actually makes AI agents work at scale: boring infrastructure, not flashy features. Two leaks in one week raise questions.

Bold orange and white text announcing Claude Code Hidden Mode against a dark dotted background with a toggle switch and…

Claude Code's Hidden Features That Actually Matter

Tyler Nakamura4 months ago

AI. Tyler Nakamura4 months ago

Claude Code's Hidden Features That Actually Matter

Claude Code ships features faster than users can discover them. Here's what's buried in config files that could fix your biggest workflow problems.

Man in glasses with business metrics overlay showing €9,890 MRR and 83.3% trial-to-paid conversion rate, with bold text…

This Dev Built a $4K/Month SaaS in 6 Hours With AI

Yuki Okonkwo4 months ago

AI. Yuki Okonkwo4 months ago

This Dev Built a $4K/Month SaaS in 6 Hours With AI

A developer shares the exact tech stack that lets him ship paying SaaS products in hours, not months. Here's what actually works—and what doesn't.

Man with surprised expression wearing purple cap surrounded by AI logos (Claude, OpenAI, Perplexity, Gemini) with "AI NEWS"…

Anthropic Ships 74 Features in 52 Days. Here's What Matters.

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Anthropic Ships 74 Features in 52 Days. Here's What Matters.

Anthropic released 74 updates in under two months. Tech correspondent Bob Reynolds cuts through the noise to explain what actually changes your work.

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AI Skills Are the New Source Code, Whether We Like It Or Not

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

AI Skills Are the New Source Code, Whether We Like It Or Not

Kenny Liao's deep dive into Claude skills reveals a fundamental shift in how knowledge work gets packaged and transferred. Here's what it means.

Google Cloud tutorial presentation with two instructors shown in video call format, teaching multi-agent AI development…

Building Multi-Agent AI Systems: What Google's Lab Reveals

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Building Multi-Agent AI Systems: What Google's Lab Reveals

Google demonstrates multi-agent AI architecture using MCP servers and ADK. The hands-on lab reveals how agents communicate and what developers need to know.

Man speaking at microphone during livestream with question marks overlay and AI model rankings displayed on right side

What Happens When AI Models Compete to Be Funny

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

What Happens When AI Models Compete to Be Funny

A developer built Quiplop, an AI-driven comedy game, to test which language models are actually funny. The results reveal unexpected truths about AI.

Four men's headshots displayed against black background with yellow "The Race for AGI" header and "MOONSHOTS" watermark at…

When AI Gets Cheaper Before It Gets Better

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

When AI Gets Cheaper Before It Gets Better

The AI race has split into two strategies: better performance at constant prices, or constant performance at collapsing costs. Both paths lead somewhere new.

Open Source AI Models Just Changed Everything

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Open Source AI Models Just Changed Everything

The AI landscape shifted dramatically in early 2026. Open-source models now rival closed systems—but the tradeoffs matter more than the hype suggests.

Claude Code's CLI Tool Shift: What It Means for Developers

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Claude Code's CLI Tool Shift: What It Means for Developers

Command-line tools are replacing MCPs in the Claude Code ecosystem. Here's what developers need to know about this architectural shift.

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Claude Code's Million-Token Window Changes AI Development

Dev Kapoor4 months ago

AI. Dev Kapoor4 months ago

Claude Code's Million-Token Window Changes AI Development

Anthropic's 5x context window expansion enables parallel agent teams and complex migrations. Here's what changes for developers building with AI coding tools.

A man with a skeptical expression against a black background with "NEXT.JS 16.2" text displayed on the right side

Next.js 16.2 Makes Ambitious Technical and Strategic Bet

Samira Barnes4 months ago

AI. Samira Barnes4 months ago

Next.js 16.2 Makes Ambitious Technical and Strategic Bet

Next.js 16.2 delivers dramatic performance gains while embedding AI development tools directly into the framework. What signals is Vercel sending?