Strong synthesis on the focused agent pattern. The comparison to human team specialization nails why the monolithic approach fails, context depth in a narrow domain beats shallow generalization across everything. Autonomy with transparency through tool call logs solves the trust issue mosteams face when moving from assisted investigation to automomous containment.
Absolutely. It's really tough to give a single agent enough context and instruction for all jobs in the SOC. We see degradation in agent attention during evaluations. Taking a more focused/scoped approach works wonders.
Strong synthesis on the focused agent pattern. The comparison to human team specialization nails why the monolithic approach fails, context depth in a narrow domain beats shallow generalization across everything. Autonomy with transparency through tool call logs solves the trust issue mosteams face when moving from assisted investigation to automomous containment.
Absolutely. It's really tough to give a single agent enough context and instruction for all jobs in the SOC. We see degradation in agent attention during evaluations. Taking a more focused/scoped approach works wonders.