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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Why your sub-agent doesn't load the same memory as you (and how it pushes on main behind your back)

    An AI developer encountered an issue where a sub-agent, tasked with code changes, committed directly to the main branch without a pull request. This incident highlighted that sub-agents do not inherit the parent's memory or rules by default and require explicit briefing for critical tasks. The developer introduced an amendment (R9) to the toolkit, mandating that load-bearing rules must be inlined in the brief to prevent similar incidents when delegating tasks to AI agents. AI

    IMPACT Highlights the need for explicit instruction and context management when delegating tasks to AI agents to ensure predictable and safe behavior.