From Prompt Engineering to System Engineering: Three Paradigm Shifts in AI Workflows
The early days of mainstream AI use had a particular competitive currency: prompt quality. Who could write the most precise, most creative, most effective instr
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Skills: How to Turn Repetitive AI Prompts Into One-Click Workflows
Here's a tax you probably pay every day without noticing.You need to translate an article. You open your AI tool and start typing the prompt you've written a do
The AI Whiteboard Problem: Why Your Assistant Gets Dumber Over Time
You've probably noticed it. An hour into a complex conversation, your AI assistant starts making mistakes it shouldn't. Repeating itself. Forgetting decisions i
200 Lines of Code, 28 Days, 32,000 Lines: An AI Self-Evolution Experiment
A developer named Yuanhao wrote 200 lines of Rust code. He gave it a single instruction: "Evolve into something that can compete with Claude Code." Then he most
Can AI Do Research Independently? The AI Scientist-v2 Report Card
The headline grabbed everyone's attention: an AI system autonomously produced a research paper that passed peer review. No human intervention. Full pipeline — f
The Hidden Backdoor in Your AI Toolchain: A 2026 Supply Chain Attack Chronicle
Three hours. That's all the window a threat actor needed.On March 24, 2026, a group called TeamPCP uploaded two tampered versions of litellm — a widely used Pyt