8 articles with this tag
The Test-Time Compute Economy: How Reasoning Redefines AI Capex
As AI scaling laws hit walls, the industry is pivoting from training to inference-based reasoning. We analyze the financial impact on hyperscalers.
The Model Context Collapse: Why AI Coding Agents Forget
AI coding agents fail silently in long sessions due to context degradation. We analyze the architecture of 'context rot' and how context caching solves it.
16 Million Stolen Queries: Inside the Anthropic Distillation Attacks and the Hydra Clusters
How DeepSeek, Moonshot AI, and MiniMax used 24,000 fraudulent accounts to distill Claude’s capabilities — and why your API security might be the next target.
AI in Legacy Systems: Making Mainframes and COBOL Work with LLMs
70% of global banking volume still runs on COBOL. A technical guide to augmenting mainframes with LLMs instead of attempting a decade-long rewrite.
The End of Localhost: Why Anthropic Bought Bun for Billions
Anthropic acquired Bun right after Claude Code hit $1B in annual revenue. Fusing the reasoning model with the runtime creates the first agentic runtime.
The Forbidden Guide to Claude AI that Anthropic Doesn't Want You to See
Uncover the secrets of the Claude 4 family, master prompt engineering with XML, and use 'claude-code' to automate your workflow like an elite engineer.
The Forbidden Claude AI Guide That Anthropic Doesn't Want You to See
A technical manual for developers using Claude: choosing between Opus and Sonnet, prompt engineering with XML tags and Chain-of-Thought, and claude-code.
Prompt Engineering for Developers
A practical guide to prompt engineering, focused on techniques that developers can use to get better results from language models like GPT and Claude.