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Latest articles and updates from our team

GLM-5: China's 744B Open-Source Model That Rivals GPT-5.2

GLM-5: China's 744B Open-Source Model That Rivals GPT-5.2

Zhipu AI's GLM-5 scores 50 on the Intelligence Index v4.0, making it the first open-weight model to match GPT-5.2 and Claude Opus 4.5 on agentic coding benchmarks. Here's what builders need to know.

Best AI Agencies Berlin 2026: The Ultimate Comparison

Best AI Agencies Berlin 2026: The Ultimate Comparison

The 14 best AI agencies in Berlin 2026 compared — with evaluation criteria, cost overview, and a decision checklist for your AI project in the capital.

Claude Code Security: AI Vulnerability Scanning Guide

Claude Code Security: AI Vulnerability Scanning Guide

How Anthropic's new security tool finds bugs that static analysis misses — and how to use it effectively.

Seedance 2.0: ByteDance AI Video Generator That Is Shaking Hollywood to Its Core

Seedance 2.0: ByteDance AI Video Generator That Is Shaking Hollywood to Its Core

ByteDance Seedance 2.0 generates cinema-quality video with sound effects and dialogue from text prompts. Hollywood is panicking, developers are excited, and the copyright battle is just beginning.

Apple Xcode 26.3 Agentic Coding: AI Agents Build Your Apps Autonomously

Apple Xcode 26.3 Agentic Coding: AI Agents Build Your Apps Autonomously

Apple's Xcode 26.3 introduces agentic coding with Claude Agent and OpenAI Codex. AI agents can now autonomously build, test, and debug apps using MCP — the open standard for AI tool integration.

Pentagon vs Anthropic: What Developers Must Know

Pentagon vs Anthropic: What Developers Must Know

Pentagon vs Anthropic: What Developers Must Know

Claude Sonnet 4.6: Near-Opus Power at One-Fifth the Cost

Claude Sonnet 4.6: Near-Opus Power at One-Fifth the Cost

Claude Sonnet 4.6: Near-Opus Power at One-Fifth the Cost

Building AI Agent Memory with Convex: Full Architecture

Building AI Agent Memory with Convex: Full Architecture

How we built Cortex, a cognitive memory system for AI agents on Convex — with sensory, episodic, and semantic stores, memory decay, spreading activation, and zero infrastructure cost.

Claude Code Agent Teams: A Builder's Guide to Parallel AI Coding

Claude Code Agent Teams: A Builder's Guide to Parallel AI Coding

Practical deep-dive on Claude Code Agent Teams — plan mode vs delegate mode, contract-first approach, when to use teams vs sub-agents.

OpenAI Hires OpenClaw Creator: What It Means for Us

OpenAI Hires OpenClaw Creator: What It Means for Us

OpenAI Hires OpenClaw Creator — What It Means for the Tool We Bet Our Entire Ops On

Self-Learning AI Agent System: Our Real Architecture

Self-Learning AI Agent System: Our Real Architecture

Most AI agents are static — they make the same mistakes over and over. We built a system where our agent learns from every correction and never repeats errors. Here is the actual architecture running our content pipeline at Context Studios.

AI Workflows: Skills, Cron Jobs & MCP Tools in OpenClaw

AI Workflows: Skills, Cron Jobs & MCP Tools in OpenClaw

Everything we learned building 13 cron jobs, 78 MCP tools, and production skills in OpenClaw. Copy-paste examples, real-world patterns, and hard-won lessons from running autonomous AI workflows.

GPT-5.3-Codex-Spark: 1,000 Tokens/s on Cerebras Chips

GPT-5.3-Codex-Spark: 1,000 Tokens/s on Cerebras Chips

OpenAI launches GPT-5.3-Codex-Spark on Cerebras Wafer Scale Engine 3 — over 1,000 tokens per second, 80% faster roundtrips, and the first non-Nvidia production model. What it means for developers.

Spotify Built an AI Coding Agent That Replaced Writing Code — Here's What Developers Need to Know

Spotify Built an AI Coding Agent That Replaced Writing Code — Here's What Developers Need to Know

Spotify's internal AI coding agent Honk, powered by Claude Code, has transformed how their top engineers work. They haven't written a single line of code since December — and shipped 50+ features.

AI Agencies & Development Studios in Berlin: The Complete Guide for Decision-Makers (2026)

AI Agencies & Development Studios in Berlin: The Complete Guide for Decision-Makers (2026)

A comprehensive guide to AI agencies and development studios in Berlin — 15 company profiles, evaluation frameworks, and practical advice for decision-makers.

The Complete OpenClaw Guide: How We Run an AI Agent in Production (2026)

The Complete OpenClaw Guide: How We Run an AI Agent in Production (2026)

Everything we've learned running OpenClaw in production at Context Studios — from installation and configuration to advanced multi-agent workflows, browser automation, and 134 MCP tools. The definitive OpenClaw guide for 2026.

How to Choose an AI Development Studio in Berlin: The Complete Decision Framework

How to Choose an AI Development Studio in Berlin: The Complete Decision Framework

Choosing the right AI development partner is one of the highest-stakes decisions a company can make. This comprehensive guide provides a structured framework with 10 critical evaluation criteria and a weighted scorecard for comparing AI studios in Berlin.

Berlin's AI Startup Scene in 2026: Why the German Capital Is Europe's AI Powerhouse

Berlin's AI Startup Scene in 2026: Why the German Capital Is Europe's AI Powerhouse

Berlin has quietly become one of the most important AI hubs in the world. With 190+ AI startups, .5B in funding, and world-class research institutions, here's why Berlin is Europe's undisputed AI powerhouse in 2026.

Farewell, GPT-4o: OpenAI Retires Its Most Beloved Model on February 13

Farewell, GPT-4o: OpenAI Retires Its Most Beloved Model on February 13

OpenAI retires GPT-4o from ChatGPT on February 13, 2026. The model that defined conversational AI for millions finally heads into retirement.

AI Super Apps Are Coming — And They'll Make Your Favorite SaaS Obsolete

AI Super Apps Are Coming — And They'll Make Your Favorite SaaS Obsolete

The SaaS era is over. $300B wiped from software stocks, AI super apps taking over. Why small studios are positioned to build the replacements.

MCP Apps: Why Interactive UIs Inside AI Conversations Will Change How We Build Software

MCP Apps: Why Interactive UIs Inside AI Conversations Will Change How We Build Software

MCP Apps: Why Interactive UIs Inside AI Conversations Will Change How We Build Software

AI Weekly Wrap-Up: The Week That Shook the Software Industry (Feb 3–8, 2026)

AI Weekly Wrap-Up: The Week That Shook the Software Industry (Feb 3–8, 2026)

Anthropic triggers trillion-dollar selloff, OpenAI fires back with GPT-5.3-Codex, Google doubles AI spending.

GitHub Agent HQ: The Multi-Agent Future of Coding Is Here

GitHub Agent HQ: The Multi-Agent Future of Coding Is Here

GitHub transforms from tool provider to AI agent orchestrator. With Agent HQ, developers can seamlessly switch between Claude, Codex, and Copilot.

Claude Opus 4.6 — Anthropic's New Flagship with 1M Context and Agent Teams

Claude Opus 4.6 — Anthropic's New Flagship with 1M Context and Agent Teams

Anthropic released Claude Opus 4.6 with a 1M token context window, Agent Teams, and PowerPoint integration. Full breakdown of benchmarks, pricing, and features.

MCP Apps — Claude Becomes Your AI Operating System

MCP Apps — Claude Becomes Your AI Operating System

Anthropic launches MCP Apps, transforming Claude from a chatbot into an interactive AI operating system with live integrations for Slack, Asana, Figma, and more.

Claude Sonnet 5 "Fennec": Everything We Know About Anthropic's Next Model

Claude Sonnet 5 "Fennec": Everything We Know About Anthropic's Next Model

Leaked Vertex AI logs show claude-sonnet-5@20260203. Codename Fennec. Opus-level coding at Sonnet pricing. Here's what's verified and what's speculation.

Qwen3-Coder-Next: Why This 3B Model Changes Everything for Local AI Coding Agents

Qwen3-Coder-Next: Why This 3B Model Changes Everything for Local AI Coding Agents

Alibaba releases the first open-weight model that genuinely challenges Claude Code and Codex — and runs on your MacBook.

Xcode 26.3: Apple Integrates Claude and Codex for Agentic Coding

Xcode 26.3: Apple Integrates Claude and Codex for Agentic Coding

Apple opens Xcode to external AI agents — marking the beginning of a new era in app development with Claude, Codex, and MCP support.

OpenAI Codex App: Complete Guide to the New Multi-Agent Coding Desktop

OpenAI Codex App: Complete Guide to the New Multi-Agent Coding Desktop

OpenAI launched the Codex App for macOS - a desktop application for multi-agent coding. Everything about installation, skills, automations, and how it compares to Claude Code.

The AI Productivity Gap: Two Kinds of Users Are Emerging — And The Divide Is Unbridgeable

The AI Productivity Gap: Two Kinds of Users Are Emerging — And The Divide Is Unbridgeable

Microsoft told its own engineers to use Claude Code over Copilot. OpenAI data shows a 6x productivity gap. Bloomberg reports 29M daily Claude Code downloads. The divide between enterprise AI users and power users is structural and accelerating.

Kimi K2.5: How a $0.60/M Token Open-Source Model is Forcing Big AI to Rethink Pricing

Kimi K2.5: How a $0.60/M Token Open-Source Model is Forcing Big AI to Rethink Pricing

Moonshot AI released Kimi K2.5, a trillion-parameter open-source model at $0.60/M tokens that matches frontier models. Here is how smart model routing can cut your AI costs by 82% while improving performance.

AGENTS.md: The Research-Backed Guide to Making AI Agents 29% Faster

AGENTS.md: The Research-Backed Guide to Making AI Agents 29% Faster

A new study proves AGENTS.md files reduce AI coding agent runtime by 28.6% and token usage by 16.6%. We use AGENTS.md daily — here is the definitive practical guide.

The Vibe Coding Hangover: Why Developers Are Returning to Engineering Rigor

The Vibe Coding Hangover: Why Developers Are Returning to Engineering Rigor

45% of AI-generated code contains security vulnerabilities. Vibe coding worked for prototypes, but production needs engineering discipline. Here is a practical framework for when to vibe and when to engineer.

ACP vs MCP: The Protocol War That Will Define AI Coding in 2026

ACP vs MCP: The Protocol War That Will Define AI Coding in 2026

MCP connects agents to tools. ACP connects agents to each other. Together they form the communication stack for next-gen AI systems. Full comparison with code examples.

AI Ecosystem Update Week 5/2026: GPT-5.2 Revolutionizes Coding, MCP Apps Bring Interactive UIs, and Google AI Studio Goes Independent

AI Ecosystem Update Week 5/2026: GPT-5.2 Revolutionizes Coding, MCP Apps Bring Interactive UIs, and Google AI Studio Goes Independent

Week 5/2026: OpenAI launches GPT-5.2 and GPT-5.2-Codex for agentic coding, MCP Apps bring interactive UIs as the first official extension, Google makes AI Studio independent with Unified Playground and File Search API. Plus: Claude for Excel, Skills API, and the universal trend toward Agent Skills.

Clawdbot: The Complete Guide to the Viral Open-Source AI Assistant 2026

Clawdbot: The Complete Guide to the Viral Open-Source AI Assistant 2026

Clawdbot is the most viral open-source AI assistant of 2026: Over 69,000 GitHub stars, self-hosted, full system access, and integration with WhatsApp, Telegram, Discord and more. Complete guide with installation, use cases, and security tips.

WEF 2026: What the Most Powerful AI Leaders Say About AGI, Jobs, and the Future of Humanity

WEF 2026: What the Most Powerful AI Leaders Say About AGI, Jobs, and the Future of Humanity

The World Economic Forum 2026 gathered the most powerful AI minds: Amodei, Hassabis, Huang, Musk, Nadella, and Harari discussed AGI timelines, the looming "white-collar bloodbath," trillion-dollar infrastructure, and the question of human purpose in a post-work world.

AI Ecosystem Update Week 4/2026: ChatGPT Tests Ads, Claude Cowork Goes Live, and Critical MCP Security Flaws

AI Ecosystem Update Week 4/2026: ChatGPT Tests Ads, Claude Cowork Goes Live, and Critical MCP Security Flaws

Week 4/2026 brings major AI updates: OpenAI tests ChatGPT ads for 800M users, Claude Cowork automates desktop tasks, Google connects Gemini to Gmail and Photos – and critical MCP security flaws reveal new risks for AI agents.

Claude Cowork: The Complete Guide to the AI Agent for More Productive Work

Claude Cowork: The Complete Guide to the AI Agent for More Productive Work

Claude Cowork is revolutionizing how we work with files and documents. This comprehensive guide explains all features, showcases practical use cases, and presents workflow automation ideas for faster, more efficient work with Anthropic's new AI agent.

How to Find App Ideas on Reddit: The Ultimate Guide for Founders 2026

How to Find App Ideas on Reddit: The Ultimate Guide for Founders 2026

Reddit is the world's largest focus group for unmet needs. This guide shows you how to discover profitable app ideas and business niches using the 5-Point Pain Scan Framework, the 12 best subreddits, and AI tools.

AI Ecosystem Update Week 3/2026: Apple-Google Mega-Deal, ChatGPT Health, and the Future of Developer Tools

AI Ecosystem Update Week 3/2026: Apple-Google Mega-Deal, ChatGPT Health, and the Future of Developer Tools

Comprehensive analysis of the most important AI developments in week 3 of January 2026: Apple-Google partnership for Siri with 1.2T parameter Gemini model, Claude Code 2.1.9 security updates, OpenAI Codex v0.86.0 with skills, ChatGPT Health, MCP under Linux Foundation, and critical deprecations. With practical use cases and concrete recommendations.

AI Agents in Practice 2026: 8 Industries, 24 Concrete Agents and Workflows

AI Agents in Practice 2026: 8 Industries, 24 Concrete Agents and Workflows

The ultimate practical guide to AI agents across 8 key industries. Featuring 24 concrete agent proposals with detailed workflow descriptions and ROI calculations for Healthcare, Finance, Manufacturing, Retail, Logistics, Legal, Customer Service, and HR.

Connect n8n and Claude Code: Complete MCP Integration Guide 2026

Connect n8n and Claude Code: Complete MCP Integration Guide 2026

Complete guide to integrating n8n with Claude Code via the Model Context Protocol (MCP). Learn how to automatically create, validate, and deploy n8n workflows with AI – using just a single prompt.

The Perfect Vibe Coding Tech Stack 2026: 10 Tools Every App Needs

The Perfect Vibe Coding Tech Stack 2026: 10 Tools Every App Needs

The ultimate Vibe Coding tech stack for 2026: Next.js, Vercel, Supabase, Clerk, Stripe, Tailwind, OpenAI, Claude, Gemini, Resend, and Claude Code. All tools are free to start and perfect for beginners. Just paste the list into Claude Code and get started!

The Complete Guide to Vibe Coding in 2026: AI-Assisted Software Development

The Complete Guide to Vibe Coding in 2026: AI-Assisted Software Development

Comprehensive guide to Vibe Coding 2026: AI-assisted, natural-language-first software development with Claude Code, Cursor, Replit Agent 3, Google Antigravity and more. Practical recommendations for teams.

Claude Code Agent SDK: The Complete Beginner's Guide to Building AI Agents (2026)

Claude Code Agent SDK: The Complete Beginner's Guide to Building AI Agents (2026)

Learn step by step how to create autonomous AI agents with the Claude Code Agent SDK. This beginner's guide includes practical code examples, from simple chatbots to complex agents with tools, memory, and subagents.

AI Release Intelligence January 2026: Claude Code 2.1, OpenAI Connectors, MCP 1.0 and Gemini 3 - What Developers Need to Know Now

AI Release Intelligence January 2026: Claude Code 2.1, OpenAI Connectors, MCP 1.0 and Gemini 3 - What Developers Need to Know Now

January 2026 brings transformative updates: Claude Code 2.1.0 with skill hot-reload and context fork, OpenAI Connectors and Agent Builder, MCP 1.0 roadmap, and Gemini 3 Flash. Complete analysis of what developers need to know now.

Claude Code 2.1.0: The Biggest Update for AI Developers - All Features with Practical Examples

Claude Code 2.1.0: The Biggest Update for AI Developers - All Features with Practical Examples

Claude Code 2.1.0 brings revolutionary features for AI developers: Skill Hot-Reload, Context Fork, MCP list_changed notifications, and more. Complete guide with practical examples.

Google Whisk and Google Flow: The Revolutionary AI Tools for Image and Video Generation

Google Whisk and Google Flow: The Revolutionary AI Tools for Image and Video Generation

Google Whisk and Flow are revolutionizing creative work: generate images through visual prompts and create cinema-quality videos with AI. Learn about both tools and how to combine them for stunning scroll animations.

From Mode Collapse to Context Engineering: How We Build Reliable AI Systems (2026)

From Mode Collapse to Context Engineering: How We Build Reliable AI Systems (2026)

Two fundamental challenges define LLM development in 2026: Mode Collapse reduces output diversity through alignment training, while Context Rot degrades model performance as context windows grow. This article analyzes both phenomena and presents practical solutions like Verbalized Sampling and systematic Context Engineering.

Ralph Wiggum Plugin: Autonomous AI Development with Claude Code – The Complete 2026 Guide

Ralph Wiggum Plugin: Autonomous AI Development with Claude Code – The Complete 2026 Guide

The official Claude Code plugin for autonomous AI development: How the Ralph Wiggum technique by Geoffrey Huntley enables coding sessions lasting hours – with impressive results like $50,000 projects completed for only $297 in API costs.

Claude Code Plugins: The Complete Guide to the Extension System 2025

Claude Code Plugins: The Complete Guide to the Extension System 2025

Claude Code Plugins revolutionize AI-powered development. Understand the differences between Skills, Plugins, MCP Servers, and Agents – and extend Claude Code with custom functionality.

My Favorite MCP Servers in January 2026 – The Best Tools for AI-Powered Development

My Favorite MCP Servers in January 2026 – The Best Tools for AI-Powered Development

My personal selection of the best MCP servers for January 2026: From Desktop Commander to Context7 to Brave Search – these tools transform AI-powered development.

The 10 Skills That Will Define Your Career in 2026

The 10 Skills That Will Define Your Career in 2026

170 million new jobs by 2030, but 92 million will disappear. The 10 AI skills that will define your career in 2026: From Context Engineering to Agent Orchestration to Adaptive Learning. Based on the latest GPT-5, Claude Opus 4.5, and Gemini 3 Pro releases.

Claude Code Chrome Extension: The Complete Guide to Browser-Native AI Automation

Claude Code Chrome Extension: The Complete Guide to Browser-Native AI Automation

Terminal and browser merge into an intelligent workspace. With Anthropic's Claude Code Chrome Extension, developers and knowledge workers can automate browser tasks using natural language – from live debugging to email management.

AI Agents in the Financial Sector: The Practical Implementation Guide

AI Agents in the Financial Sector: The Practical Implementation Guide

A comprehensive practical guide for implementing AI agents in the financial sector. With complete architecture patterns, production-ready code, and honest assessments of what works and what doesn't.

The Complete Google Gemini Guide 2025: All 8 Models, 6 Power Tools & 15 Practical Use Cases

The Complete Google Gemini Guide 2025: All 8 Models, 6 Power Tools & 15 Practical Use Cases

The ultimate guide to Google Gemini 2025: All 8 models (Gemini 3, Flash, Thinking, Pro, Deep Think, Imagen 4, Nano Banana Pro, Veo 3.1), 6 power tools, and 15 practical applications with exact prompts.

Context Engineering: How to Build Reliable LLM Systems by Designing the Context

Context Engineering: How to Build Reliable LLM Systems by Designing the Context

Context engineering is the discipline of curating, structuring, and defending everything that reaches the LLM at inference time. This comprehensive guide covers 2026 best practices for building reliable AI systems.

GEO: The Complete Generative Engine Optimization Guide 2025

GEO: The Complete Generative Engine Optimization Guide 2025

Learn how to optimize your website for AI search engines like Perplexity, ChatGPT Search, and Google AI Overviews. This comprehensive guide covers llms.txt, structured data, and platform-specific strategies, backed by Princeton research.

My 2025 AI Development Workflow: Claude, Codex, Gemini & Google AI Studio

My 2025 AI Development Workflow: Claude, Codex, Gemini & Google AI Studio

Explore my personal AI development workflow, combining Claude Code, OpenAI Codex, Gemini, Veo, and Google AI Studio. Discover the "AI Model Ping Pong" strategy for enhanced results.

Google Antigravity: The Agent-First IDE Redefining Software Development

Google Antigravity: The Agent-First IDE Redefining Software Development

Google Antigravity revolutionizes software development with its Agent-First IDE. Built from a $2.4 billion windsurfing acquisition, it offers autonomous agents that plan, execute, and verify code across editor, terminal, and browser.

How to Build an AI-Powered Content Automation System: A Complete Developer Guide

How to Build an AI-Powered Content Automation System: A Complete Developer Guide

Learn how to build a production-ready content automation pipeline with AI agents, MCP servers, and modern serverless infrastructure. Go from research to multi-platform publishing in minutes.

The Great Convergence: How December 2025 Reshaped the AI Agent Landscape

The Great Convergence: How December 2025 Reshaped the AI Agent Landscape

An analysis of the most impactful month in AI tooling. December 25th, 2025, marked a turning point as four major AI providers converged on a new paradigm.

AI Model Comparison: Claude Opus 4.5 vs. GPT-5.2 vs. Gemini 3 Pro (Dec 2025)

AI Model Comparison: Claude Opus 4.5 vs. GPT-5.2 vs. Gemini 3 Pro (Dec 2025)

Comprehensive comparison of the latest AI models: Claude Opus 4.5, GPT-5.2, and Gemini 3 Pro, including image generators. Get benchmarks, pricing, and recommendations for your specific use case.

How to Deploy a Remote MCP Server on Vercel: Complete Step-by-Step Guide 2025

How to Deploy a Remote MCP Server on Vercel: Complete Step-by-Step Guide 2025

Learn how to build and deploy your own remote MCP server on Vercel's serverless platform. Complete guide with real-world example using contextstudios-mcp, covering Streamable HTTP transport, tool registration, and client integration.

AI Agent SDK Landscape December 2025: The Ultimate Comparison

AI Agent SDK Landscape December 2025: The Ultimate Comparison

This comprehensive guide compares all leading Agent SDKs: Claude Agent SDK, OpenAI Agents SDK, Google ADK, LangGraph, Vercel AI SDK, CrewAI, AutoGen, and more.

MCP Server November 2025 Updates: GA Features & Use Cases

MCP Server November 2025 Updates: GA Features & Use Cases

The MCP protocol reached GA status on Nov 25, 2025, with 97M+ downloads. Explore our updated guide on FastMCP, OAuth 2.1, and experimental async tasks.

Claude Skills 2025: A Guide to AI Agents in Your Business

Claude Skills 2025: A Guide to AI Agents in Your Business

Learn how to set up Claude Skills, build secure workflows, and leverage AI agents as seamless team members without constant prompting. Perfect for founders & developers.