CAPABILITY 02
Multi-Agent Orchestration
Graph-based stateful agent networks built for branching, memory, and failure, production systems rather than demos, on LangGraph, Temporal, or your existing workflow engine.
WHAT WE BUILD
Specifics, not capability slides.
Explicit state machines instead of prompt-chained guesswork
Durable memory with scoped retention and redaction
Human-in-the-loop checkpoints on irreversible actions
Deterministic replay of any production trace
Agent graphsStateful workflowsHuman checkpoints
Capabilities, not a required toolset. Any named product is an example of something we have already hardened, we build against whatever you already run.
HOW WE WORK ON IT
Three habits we do not skip.
01
Graph design
Nodes map to business steps, so failures are legible to operators.
02
Guardrails
Policy checks run as graph nodes, not as prompt instructions.
03
Replay
Every run is reconstructable from its trace for debugging and audit.
If you cannot replay a failure, you do not have a production agent.
NEXT STEP
Bring us a hard integration
We are happier discussing rate limits and schema drift than discussing transformation.