Prompt Engineering Is Permanent

kept by eddie may 04

Better AI models didn't eliminate prompt engineering but transformed it into a systems discipline involving context, tool use, and production reliability.

Changes in the system prompt between Claude Opus 4.6 and 4.7
Opus 4.7's system prompt adds child safety tags, a tool-search mechanism, anti-verbosity instructions, and drops the Trump presidency clarification from the 4.6 prompt.
also on #prompt-engineering, #user-experience, #ai, #developer-tools
The Problem is Prompt Debt
Hand-tuning natural language prompts for AI systems accumulates debt that slows iteration, locks teams to one model, and should be replaced with metrics, tests, and automated prompt optimization.
also on #prompt-engineering, #software-engineering, #ai, #developer-tools