// Latest Articles
Thoughts and insights on AI, development, and technology
As long as we pay AI per request, we only build one shape of it. The interesting shape is the janitor who notices on his own when something is off – and 2026 is the year it becomes economical.
Read moreAn official guide showing how to teach Claude the way you work – without writing a single line of code. What's actually in it, and why skills quietly retire prompt engineering.
Read moreA new study from Cambridge promises more reliable models through calibrated reward signals. What it actually shows – and what it means for developers today.
Read moreHow a single Markdown file built from Karpathy's observations became the most-starred repo in the Claude Code ecosystem – and what actually holds up in practice.
Read more181 Firefox exploits, a 27-year-old OpenBSD bug, a full FreeBSD RCE with a ROP chain. Why the offense-defense balance is shifting right now.
Read moreNemoClaw is not a replacement for OpenClaw, but a security wrapper for enterprise-ready AI agents. An analysis of the differences and use cases.
Read moreWith LLM-as-a-Judge, Crew-as-a-Judge, and human validation. A look behind the scenes of our systematic model selection.
Read moreHow we transformed legal PDF documents with Docling into a searchable knowledge base for AI-powered legal consulting.
Read moreA framework that teaches Claude Code reusable skills and orchestrates multi-step development workflows.
Read moreHow skills revolutionize the interaction with AI agents. Reusable capabilities that Claude learns and consistently applies.
Read moreHow to teach Claude Code to control a real browser for web scraping, testing, and automation.
Read moreEvolution as an optimization tool: How genetic algorithms solve complex problems. A practical introduction with Java.
Read moreHow to orchestrate specialized AI agents that collaborate like a real team. A practical guide with code examples.
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