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Pragmatic AI for your business

Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

Open-Source AI and Vibe Coding: Risks Your CTO Ignores
AI & Automation
· 7 min read

Open-Source AI and Vibe Coding: Risks Your CTO Ignores

NullClaw is impressive, but shipping open-source AI tools and unsupervised generated code to production has hidden costs. What to evaluate before you adopt.

open-source AI vibe coding enterprise security
Claude Cowork: AI on Every Employee's Desktop
AI & Automation
· 8 min read

Claude Cowork: AI on Every Employee's Desktop

Anthropic launched Claude Cowork with plugins for operations, finance, and HR. What it means for B2B companies and how to get ready.

Claude Cowork AI assistant enterprise automation
AI Agents This Week: Products, Acquisitions, and Risks
AI & Automation
· 7 min read

AI Agents This Week: Products, Acquisitions, and Risks

Perplexity Computer, Anthropic acquires Vercept, the OpenClaw security crisis, and NIST agent standards. What these stories mean for your B2B company.

AI agents Perplexity Computer AI security
IBM Lost $31 Billion: the COBOL Monopoly Is Ending
Digital Transformation
· 8 min read

IBM Lost $31 Billion: the COBOL Monopoly Is Ending

IBM stock dropped 13% after Anthropic's COBOL modernization announcement. What this means for enterprises running legacy mainframe systems and what to do next.

COBOL legacy modernization IBM
WebMCP: Your Website Talks to AI Agents Now
Software Development
· 7 min read

WebMCP: Your Website Talks to AI Agents Now

WebMCP is the W3C protocol that lets AI agents use your site's features directly — no scraping, no screenshots. Here's how it works and why it matters.

WebMCP AI agents web protocol
Your AI Is a Character: What It Means for Your Business
Business Strategy
· 8 min read

Your AI Is a Character: What It Means for Your Business

AI assistants are characters shaped during training. Anthropic explains why this changes how you should configure and govern AI in your company.

AI psychology AI governance model configuration
Your Team Uses AI Wrong (and Research Proves It)
AI & Automation
· 7 min read

Your Team Uses AI Wrong (and Research Proves It)

Anthropic analyzed 9,830 AI conversations. Iteration doubles output quality, but teams accept first responses uncritically. How to fix this at your company.

AI fluency AI adoption AI productivity
Enterprise AI Economics Changed in 2026
Business Strategy
· 6 min read

Enterprise AI Economics Changed in 2026

Frontier AI models dropped from $15 to $3 per million tokens. With million-token context windows, projects that didn't pencil out a year ago are now viable.

AI economics business strategy language models
AI Code Security: What Your Traditional Scanner Misses
Software Development
· 6 min read

AI Code Security: What Your Traditional Scanner Misses

Static scanners catch known patterns but miss context-dependent vulnerabilities. How AI-powered code analysis closes the gap for mid-market companies.

code security vulnerability analysis artificial intelligence

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