LLMs

Agent drift is when autonomous AI agents degrade over long tasks through context pollution, not single failures. What it is, why it happens, how to prevent it.

AI agent memory management mirrors database design. Agent state needs persistence, retries, and checkpointing — the same problems backend systems solved.

A practical comparison of AI agent frameworks — OpenAI Agents SDK, Google ADK, AWS Bedrock, and Smol Agents — covering architecture, multi-agent systems, and emerging trends.