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A roundup noting that four agent frameworks (Haystack, OpenAI Agents SDK, Google ADK, OpenClaw) shipped fixes in the same week for context compaction and human approval handling—the key failure points for long-running agents. The author argues compaction is the new retry logic and urges builders to check how frameworks handle full context mid-task.