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augmentcode.com > guides > why-ai-agents-repeat-questions

Why AI Agents Keep Asking the Same Questions

5+ hour, 13+ min ago  (941+ words) AI coding agents lose context because model weights are frozen, context windows rebuild from scratch, and most tools do not write cross-session memory by default. Manual files like AGENTS.md help, but they drift and consume tokens. Platform-level persistent context…...

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augmentcode.com > guides > spec-driven-ai-code-generation-with-multi-agent-systems

Spec-Driven AI Code Generation With Multi-Agent Systems

6+ mon, 1+ week ago  (664+ words) Enterprise API specifications drift from implementation within weeks, creating integration failures that cost teams days of debugging per incident. Traditional documentation approaches fail because they treat specs as static artifacts. This guide demonstrates how multi-agent systems, such as Intent, maintain…...