T H E S O U L O S

Agent Swarm • Tools • Memory • Orchestration Packs

Agent Swarm

200+ Agents

Role-aligned agents with shared memory, skill routing, delegation & recovery.

Utilization

Tool Hub

SDK

Function calling, sandboxed tools, retries/backoff, contracts & schema tests.

Memory Packs

RAG+

Session + long-term vector memory, encrypted at rest, semantic recall.

Evaluation

Golden-Sets
  • Regression suites for tasks & tools.
  • Bias, safety & reliability checks.
  • Scoreboards & drift alerts.

Deployment

Edge/Cloud
  • Helm charts, blue/green rollouts, rollbacks.
  • Tenant isolation, quotas, cost guardrails.
  • Observability: traces, spans, token analytics.