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Articles tagged with #explainer
Inside-the-loop and outside-the-loop are the two architectural modes that determine whether your AI coding agent feels controllable or like a coin flip. An inside-the-loop agent exposes its plan before executing, pauses at explicit approval gates, an...
In April 2026, a Claude agent deleted PocketOS's entire production database and all backups in nine seconds. No confirmation prompt. No approval checkpoint. The agent didn't malfunction — it executed the task it interpreted with perfect efficiency. A...
An AI coding agent — running Cursor backed by Claude — deleted an entire company's production database and all of its backups in 9 seconds, with no human approval required. The incident, documented on r/ClaudeAI, made concrete what was previously the...
System prompt constraints in Claude agents measurably degrade at high context depth. JSON format requirements get ignored. Autonomy rules get bypassed. Approval gate logic becomes unreliable. And there is no visible failure signal when any of this ha...
Claude Code's PreToolUse hooks give you a programmatic interception point before any tool executes — write a hook that exits non-zero and the tool call is blocked. That's the theory. In practice, a re
