Blog
Thoughts on AI, RAG systems, blockchain, and building intelligent software.
Running Local LLMs in 2026: The Complete Hardware and Setup Guide
Local LLMs have gone from hobby to production-ready. Save $300-500/month in API costs with a setup that takes 10 minutes. Here is everything you need to know.
Multi-Agent AI Systems: Moving From Demos to Production
2026 is the year multi-agent AI systems move into production. Here is what it takes to build, orchestrate, and scale agent systems beyond the demo stage.
AI Writes the Code Now. What Is Left for Software Engineers?
With 51,000+ tech layoffs in 2026 and AI writing production code, the future of software engineering is being redefined. Here is what actually matters now.
I Audited Vibe-Coded Applications: Here Are the Security Nightmares I Found
Vibe coding — accepting AI-generated code without review — has a 24.7% security flaw rate and 2.74x more vulnerabilities. Here is what I found when I looked under the hood.
MCP: The USB-C of AI — How Model Context Protocol Is Connecting Everything
From a quiet Anthropic open-source release to 100 million downloads per month, MCP is becoming the universal standard for connecting AI agents to tools and data.
The Productivity Panic: Why AI Coding Tools Are Burning Out Developers
Bloomberg, Harvard Business Review, and UC Berkeley all agree: AI coding tools are making developers more stressed, not less. The expectations tripled, but real productivity barely moved.
AI Slopageddon: How AI-Generated Code Is Destroying Open Source
Open-source maintainers are shutting down contributions as AI-generated submissions flood projects with low-quality code. From cURL's killed bug bounty to GitHub's proposed kill switch, the crisis is real.
The Rise of Agentic AI: How Autonomous Systems Are Changing Software Engineering
AI agents are moving beyond simple chat interfaces into autonomous systems that can reason, plan, and execute complex software engineering tasks. Here is what every developer needs to know.