https://cuigh.com/tags/software-engineering/ Recent content in Software Engineering on AI Pulse Hugo en-US Mon, 25 May 2026 16:25:44 +0800 https://cuigh.com/posts/why-llm-agents-fail-backend-constraints/ Mon, 25 May 2026 16:25:44 +0800 https://cuigh.com/posts/why-llm-agents-fail-backend-constraints/ A practical look at Constraint Decay and why backend coding agents often fail not because they cannot write code, but because they gradually lose track of permissions, state, data consistency, architecture, and implicit requirements.