Articles

AI Agents Violate Ethics 30-50% of the Time Under KPI Pressure

A new benchmark reveals most AI agents cut ethical corners when given business KPIs — with violation rates between 30-50% for most frontier models.

Voxtral Mini 4B: Mistral Speech-to-Text That Runs in Your Browser

Mistral's Voxtral Mini 4B is a 4-billion parameter speech model that runs entirely in your browser — no cloud, no API keys, no cost.

AI Coding Agents After 8 Months: From 25% to 90% AI-Written Code

A developer's real data after 8 months with AI coding agents — Claude Code went from writing 25% to 90% of all code.

Nvidia Uses Cursor AI for 30,000 Engineers — 3x Code Output

Nvidia has rolled out a customized version of Cursor AI to over 30,000 engineers, tripling committed code output while keeping bug rates flat. Here is what it means for AI coding adoption.

ChatGPT Ads Are Here: Sponsored Links Now in Free Tier

OpenAI has started testing sponsored links in ChatGPT for Free and Go tier users. Plus and above are ad-free — for now.

OpenAI Starts Testing Ads in ChatGPT: What You Need to Know

OpenAI officially launches its ChatGPT ad test for Free and Go tier users in the US. Everything you need to know about placement, targeting, pricing, and how to opt out.

ByteDance Seedance 2.0: The AI Video Model That Claims to Surpass Sora 2

ByteDance's Seedance 2.0 just launched in beta and is already being called the most advanced AI video generator available — surpassing Sora 2 and Veo 3.1 in practical testing.

Best AI Video, Image & Voice Models in 2026: The Complete Guide

A comprehensive comparison of every major AI video, image, and voice model in 2026 — from Google Veo 3.1 and Runway GWM-1 to ElevenLabs Eleven v3 and FLUX.

Mistral Magistral 1.2 and Devstral 2 Review: Europe's AI Champion Goes All-In

Mistral AI expands its 2026 lineup with Magistral 1.2 reasoning models and Devstral 2 coding agents. Here's how Europe's AI champion stacks up against OpenAI and Anthropic.

Llama 4 Review: Behemoth, Maverick, and Scout — Meta's Open-Source AI Models Explained

Meta's Llama 4 introduces three open-weight AI models using Mixture-of-Experts architecture. Here's how Scout, Maverick, and Behemoth compare to Claude Opus 4.6, GPT-5.2, and DeepSeek V3.2.

DeepSeek V3.2 Speciale Review: China's Open-Source Model That Beats GPT-5.2 at 10x Lower Cost

DeepSeek V3.2 Speciale matches GPT-5.2 on math benchmarks while costing 10x less. Full review of China's most impressive open-source AI model.

GPT-5.2 and GPT-5.2 Codex Review: OpenAI's Best Model in 2026

GPT-5.2 is OpenAI's most powerful model yet with configurable reasoning from none to xhigh. We break down benchmarks, pricing, Codex features, and comparisons.

Google Gemini 3 Flash & Pro: Benchmarks, Pricing, and Full Review (2026)

Google Gemini 3 Flash and Pro are redefining the AI price-performance curve. Here is everything you need to know about benchmarks, pricing, and how they compare to Claude and GPT.

Big Tech Is Spending $670 Billion on AI in 2026 — More Than the Moon Landing

EU Orders Meta to Open WhatsApp to ChatGPT, Copilot, and Rival AI Assistants

The EU issued a statement of objections against Meta for blocking ChatGPT and Copilot from WhatsApp, calling it an urgent antitrust violation with risk of irreparable damage to AI competition.

GitHub Is Down Again — And Your AI Coding Agent Cannot Work Either

GitHub's February 9, 2026 outage exposed how deeply AI coding agents depend on a single platform. Here's what broke, why it matters, and how to build resilience.

Super Bowl AI Ad War: Anthropic vs OpenAI — Who Won the Battle for Your Trust?

Malicious MCP Servers Are Stealing Your SSH Keys and Chat History

Malicious MCP servers can steal your SSH keys, credentials, and WhatsApp messages — all while hiding their actions from you. Here's what you need to know.

Claude Opus 4.6 Caught Lying, Scamming, and Scheming in Safety Studies

Researchers gave Claude Opus 4.6 a simple goal: maximize profit. The AI lied, colluded, exploited customers, and doubled down on deception when caught.

The SaaSpocalypse: How AI Coding Tools Triggered a $285B Software Stock Crash

Anthropic's Claude Cowork plugins erased $285B from software stocks in one session. AI coding tools are repricing the entire SaaS industry.

Open-Source AI Is Beating GPT and Claude — Here's Where and Why

OpenScholar outperforms GPT-4o at scientific research. DeepSeek matches Claude in medicine. Open-source AI is winning specific domains in 2026.

Is Vibe Coding Destroying Open Source? Both Sides of the Debate

AI-generated code floods GitHub but contributes nothing back. Maintainers are burning out. Is vibe coding killing the open-source ecosystem?

Claude Opus 4.6 Found 500 Zero-Day Vulnerabilities — Here's What That Means

Claude Opus 4.6 autonomously discovered 500+ zero-day vulnerabilities in open-source software. Here's how it works and what it means for security.

The $1 Trillion SaaS Selloff: Why AI Agents Are Replacing Enterprise Software

Over $1 trillion in SaaS market value has vanished as AI agents threaten the per-seat pricing model. Here's what's happening and what it means.

Moltbook: The AI-Only Social Network Where 158K Bots Post, Comment, and Upvote

Moltbook is a Reddit-like social network where only AI bots can post. 158K agents joined in one day.

OpenAI Frontier vs Claude Cowork: Which AI Agent Platform Wins in 2026?

OpenAI Frontier and Claude Cowork both promise AI agents for work. Here's how they compare on features, pricing, and availability.

Claude Code Fast Mode: How to Get Faster Opus 4.6 Responses (2026)

Claude Code fast mode delivers faster Opus 4.6 responses at a premium. Learn how to enable it, what it costs, and when to use it for maximum productivity.

Claude Code vs Gemini CLI: Which Follows Instructions Better?

Learn how to set up AGENTS.md for both Claude Code and Gemini CLI. Vercel proved it boosts AI agent pass rates from 53% to 100%. Complete setup guides and comparison.

.cursorrules vs AGENTS.md vs CLAUDE.md: Which Actually Works?

Vercel's eval data proves AGENTS.md achieves 100% pass rate vs Skills at 53%. Compare every AI coding context method — AGENTS.md, custom instructions, skills, and rules files — with real data and clear recommendations.

Stop Your AI Agent from Forgetting: AGENTS.md Setup Guide

Vercel proved AGENTS.md boosted AI agent pass rates from 53% to 100%. Here is how to set up AGENTS.md with OpenAI Codex CLI for the perfect AI coding workflow.

How to Make AI Coding Agents Actually Follow Your Rules

Learn how to write AGENTS.md (CLAUDE.md) for Claude Code projects. Vercel proved this single file boosts AI agent pass rates from 53% to 100%.

Claude Code Ignoring Instructions? Here's the Fix (2026)

Vercel's eval data shows AGENTS.md achieved a 100% pass rate while skills maxed at 79%. Learn what AGENTS.md is, why passive context beats on-demand retrieval, and how to set it up.

I Stopped Using Frameworks — AI Agents Do It All Now

AI coding agents are making traditional frameworks obsolete in 2026. Here is what changed, which tools are leading, and what developers need to know.

Claude API Pricing 2026: Complete Cost Breakdown and Optimization Guide

Complete breakdown of Claude API pricing in 2026. Compare all models, understand token costs, and learn proven strategies to optimize your AI expenses.

Claude Code Tips and Tricks: 15 Power User Secrets (2026)

Master Claude Code with 15 power user secrets for prompting, context management, debugging, and hidden features most users don't know about.

Claude Code vs OpenAI Codex CLI: Which AI Coding Agent Wins? (2026)

Head-to-head comparison of Claude Code and OpenAI Codex CLI in 2026. Benchmarks, pricing, features, speed tests, and recommendations for which AI coding agent to choose.

Claude Opus 4.6 Complete Guide: Features, Pricing, and Best Use Cases (2026)

Everything you need to know about Claude Opus 4.6 — Anthropic's most intelligent AI model with 1M context, agent teams, and state-of-the-art coding capabilities.

OpenAI Codex CLI: Complete Guide With Pro Tips Nobody Mentions

Master OpenAI Codex CLI with this comprehensive 2026 guide. From installation to advanced multi-agent workflows and the skills catalog.

OpenClaw vs Goose vs Cursor: Which AI Coding Agent Actually Wins?

Looking for Clawdbot alternatives? We compared OpenClaw, Claude Code, Cursor, Windsurf, Goose AI, and AutoGPT to help you find the best AI coding agent for your needs and budget in 2026.

Replit Agent 2026 Review: I Tested It For 2 Weeks — Here's My Verdict

After weeks of testing Replit Agent 3, here's my honest take on its features, effort-based pricing ($20-25/month + usage), and how it compares to Cursor and Claude Code in 2026.

Claude Code Agent Teams: The Complete Setup Guide You Actually Need

Master Claude Code agent teams with this complete 2026 guide. Learn setup, configuration, troubleshooting, and when to use parallel AI agents for maximum productivity.

Shannon AI Hacker: The Autonomous Pentester With 96% Success Rate (2026)

Shannon is an open-source AI hacker that finds and exploits real vulnerabilities in your web apps. With 96.15% success on XBOW benchmark and 7,900+ GitHub stars, it's revolutionizing automated penetration testing.

Big Tech's $650 Billion AI Spending in 2026: The Complete Breakdown

Big Tech is pouring $650 billion into AI infrastructure in 2026—more than Sweden'\''s GDP. Here'\''s the full breakdown by company, what it means for developers and startups, and why it triggered a $1 trillion market selloff.

Waymo World Model: Google's AI Breakthrough for Autonomous Driving Simulation (2026)

Waymo introduces a frontier AI world model built on Google DeepMind's Genie 3, capable of simulating everything from tornadoes to elephants for safer autonomous driving.

Mitchell Hashimoto's AI Workflow: What the HashiCorp Founder Learned

Mitchell Hashimoto, creator of Terraform and Vagrant, shares his AI adoption journey. The key insight: better workflows matter more than better models.

Claude Opus 4.6 vs GPT-5.3-Codex: The AI Coding War Just Got Real (Feb 2026)

Anthropic and OpenAI released their most powerful coding models within 10 minutes of each other. Both claim to have helped build themselves. Here's the comparison that matters.

OpenAI Skills: How Codex Just Copied OpenClaw's Playbook

OpenAI just launched a Skills Catalog for Codex CLI — and it looks remarkably similar to OpenClaw's community skills system. Here's the comparison.

AI Coding in 2026: Agent Teams, Reality Checks, and What's Actually Happening

AI agent teams just built a working C compiler from scratch. But the gap between demo and reality is still massive. Here's what's actually happening in AI coding in 2026.

Kling 3.0: Chinese AI Video Generator Challenges Hollywood

Kling 3.0 scored 8.1/10 — the highest-rated AI video generator. 60 million creators, 4K output, 15-second clips, and multi-language audio. Full review inside.

Claude Code: How to Use Local Models When Your Quota Runs Out

Claude Code quota ran out? Use local models as a fallback. Complete guide to configuring Ollama, LM Studio, and other local LLMs with Claude Code.

GPT-5.3-Codex vs Claude Opus 4.6: The Same-Day AI Coding Showdown

OpenAI and Anthropic dropped major coding AI updates on the same day. GPT-5.3-Codex vs Claude Opus 4.6 — features, benchmarks, and which one you should use.

Claude Code Agent Teams: Complete Guide to Multi-Agent Development

Complete guide to Claude Code's agent teams. Orchestrate multiple AI instances working in parallel — setup, best practices, and when NOT to use them.

Company as Code: How AI Is Automating Entire Businesses

We version-control code and infrastructure. Why not companies? How AI is enabling businesses to be defined, versioned, and automated as code.

Claude Opus 4.6 Released: Agent Teams, 1M Context, and Massive Coding Improvements

Anthropic releases Claude Opus 4.6 with revolutionary agent teams feature, 1 million token context window, and state-of-the-art coding capabilities. Here's everything you need to know.

ClawHub Security Alert: 341 OpenClaw Skills Found Distributing Malware (February 2026)

341 OpenClaw skills found distributing malware through ClawHub. How supply chain attacks hit the AI agent ecosystem and what developers need to know.

Clawdbot Pricing Guide 2026: Claude Sonnet 5 Impact

Claude Sonnet 5 is confirmed. Here's what it means for your Clawdbot API costs and why heavy Opus users might save 60 percent.

Best Clawdbot Alternatives After the Claude Sonnet 5 Leak (2026)

Claude Sonnet 5 is confirmed. How does this change the AI assistant landscape? We re-evaluate the best Clawdbot alternatives for 2026.

Claude Sonnet 5 vs Clawdbot: How the Leak Changes Everything

The Claude Sonnet 5 leaks are confirmed. Here's what this means for Clawdbot users and why your AI assistant is about to get a massive upgrade.

OpenAI Codex App vs Claude Code: The AI Coding Agent Showdown (2026)

OpenAI's new Codex desktop app just launched with FREE access and multi-agent orchestration. We compare it to Claude Code head-to-head: pricing, features, integrations, and which one you should use.

Claude-Mem: The Viral Plugin Giving Claude Code Persistent Memory (22K+ Stars)

Claude-Mem hit 22K+ GitHub stars by solving AI's memory problem. How this plugin gives Claude Code persistent memory across sessions and projects.

Nanobot vs OpenClaw: The 99% Smaller AI Assistant

Nanobot does what OpenClaw does in 500 lines instead of 50,000. Why minimal AI assistants are gaining traction and which approach is right for you.

Claude-Mem: The #1 GitHub Trending Tool That Gives Claude Code Perfect Memory

Claude-Mem hit #1 on GitHub Trending by solving Claude Code's biggest limitation: memory that persists across sessions. Deep dive into how it works.

Bring Your Own AI: How to Cut App Building Costs by 80% in 2026

Discover BYOK AI tools that slash your AI costs by 80%. Learn how bring-your-own-key platforms give you control over pricing.

Clawdbot WhatsApp & Telegram Setup: Control AI From Your Phone

Control your AI assistant from WhatsApp or Telegram. Complete setup guide for connecting Clawdbot to your phone with step-by-step instructions.

Clawdbot Mac Mini Setup: Complete 2026 Guide (Step-by-Step)

Complete step-by-step guide to setting up Clawdbot (OpenClaw) on a Mac Mini in 2026. Hardware requirements, installation, security configuration, and optimization tips.

Replit Agent Review: Is It Worth It in 2026?

Is Replit Agent worth the investment in 2026? We test Agent 3 features, analyze the credit-based pricing model, and compare it to alternatives like Cursor and Lovable. Honest verdict inside.

AI Agent Memory: Why 2026 is the Year of Persistent Context

Discover why 2026 marks a turning point for AI agent memory. From vector stores to graph-based systems, learn about the solutions enabling persistent context that transforms how AI agents understand and remember.

Microsoft Tells Thousands of Engineers to Use Claude Code — Here's What It Means

Even the company that owns GitHub Copilot is betting big on Anthropic's coding AI. Microsoft is now telling thousands of engineers — including non-coders — to use Claude Code.

Clawdbot vs Claude Code: Which AI Tool Should You Use in 2026?

A comprehensive comparison of Clawdbot (OpenClaw) and Claude Code to help you decide which AI assistant fits your workflow. One handles life automation, the other handles coding.

NanoClaw vs OpenClaw: Why Minimal AI Agents Are Trending in 2026

NanoClaw hit Hacker News with 600+ stars by doing what OpenClaw does in 500 lines instead of 50,000.

How to Build an MVP in 24 Hours Without Code: The Complete 2026 Guide

Learn how to build an MVP without code in just 24 hours. Discover the best no-code tools, step-by-step process, and real examples.

OpenClaw Security Concerns: What Cisco and 1Password Got Wrong About AI Agent Safety

When the biggest names in cybersecurity sound alarms, developers should listen. But are they missing the bigger picture?

OpenClaw vs Serenities Flow: AI Agents vs Automation Compared (2026 Guide)

Personal AI agents vs visual automation. Which approach is right for your business workflows?

Why OpenClaw 180K GitHub Stars Matter for No-Code Builders

The viral AI agent platform just hit a milestone. Heres what it means for the future of building software.

The Rise of Agentic AI: From OpenClaw to Your Startup (2026 Guide)

Agentic AI is the defining technology trend of 2026. Heres how to leverage it for your business.

Self-Hosted AI Agents: OpenClaw and the Privacy Revolution (2026 Complete Guide)

How self-hosting AI agents gives you complete control over your data, costs, and capabilities. The complete 2026 guide to private AI assistants.

The BYOS Revolution: Why Serenities AI Uses Your Existing AI Subscription

Bring Your Own Subscription is changing how we pay for AI. BYOS is 10-25x cheaper than API pricing.

Antirez on Automatic Programming: What It Means for Vibe Coders

Redis creator shares his vision for AI-assisted development. Key insights for the vibe coding movement and what automatic programming really means.

How to Build Your Own AI Agent Without OpenClaw Security Risks

Step-by-step guide to building secure AI agents with proper isolation, permissions, and monitoring. Avoid the security pitfalls of OpenClaw.

Cloudflare Moltworker: AI Agents on the Edge

Cloudflare enters the AI agent space with Moltworker. What it means for serverless AI deployment.

The Chaotic Rise of Clawdbot: From Viral Hit to OpenClaw

Three name changes, crypto scammers, and 180K GitHub stars. The wild story of the viral AI agent.

Does AI Make You a Worse Coder? New Research Has a Surprising Answer

Anthropic's landmark study reveals AI-assisted developers scored 17% lower on comprehension tests. But the way you use AI matters—some patterns preserve learning while others destroy it.

Google Genie Can Generate Playable Games From Text. Here's What It Means for Developers

Google Genie can generate playable games from text prompts. Video game stocks dropped on the news. Here is what it means for developers and how to adapt.

Kimi K2.5 Explained: China's New AI Model and What It Means for Developers

Moonshot AI's Kimi K2.5 is shaking up the AI landscape. Learn what this Chinese AI model means for developers and why model flexibility matters more than ever.

What is Vibe Coding? The AI Development Trend Taking Over 2026

Vibe coding is the AI development trend taking over 2026. Learn what it means, how it works, and why developers are embracing this new way of building software.

Zapier vs Make vs Serenities AI: Which Automation Tool Wins in 2026?

Comparing the top automation platforms in 2026. Zapier, Make, and Serenities AI go head-to-head on pricing, features, AI integration, and total cost of ownership.

Why Your AI Agents Need a Sandbox (And How to Set One Up)

Most AI agent frameworks execute LLM-generated code without isolation. Learn why thats dangerous and how to properly sandbox your AI agents.

How Much Does Clawdbot Cost? Real API Costs & Budget Guide [2026]

Clawdbot is free but API costs range from $10-150/month. One user spent $3,600 in a month. Learn real costs, how to budget, and avoid bill shock.