AI Is Entering a Phase of Extreme UncertaintyVisibility Collapse in Modern LLM Systems Artificial intelligence continues to improve. However, the way that improvement is experienced in production systems is changing. For developers and engineers1Jul 2 · 4 min readpebira.hashnode.dev
Agentic AI and Loop Engineering:From Copilots to Autonomous Execution Systems Artificial intelligence systems are undergoing a structural transition. For the past few years, most AI usage has been based on a simple model: single-ste1Jun 30 · 4 min readpebira.hashnode.dev
Attention Is All You Need: The Transformer Paper That Built Modern AIAttention Is All You Need: The Transformer Paper That Built Modern AI In 2017, a research paper was published that quietly changed the future of software engineering. The title: “Attention Is All You Jun 29 · 5 min readpebira.hashnode.dev
Loop Engineering: Why Prompt Engineering Is Becoming Obsolete in the Age of AI AgentsPrompt engineering taught us how to communicate with AI. Loop engineering teaches AI how to improve itself. That difference is becoming increasingly important. As coding agents like Claude Code, CodexJun 26 · 4 min readpebira.hashnode.dev
