Rayify

Rayify helps investment and strategy teams make better decisions by systematically challenging and monitoring how critical assumptions evolve over time.

Sub-agent orchestration and observability with Claude

Code: ENG-002 | Track: technical | Duration: 0.5 day

Custom sub-agents, orchestration patterns, hooks as the control plane, and telemetry-based observability for Claude Code.

Context

Teams running multi-agent work who need to see what their agents actually did.

Who it's for

Engineering and platform teams

Prerequisites

Format

Agenda

  1. The agent loop and why sub-agents exist - context windows as the binding constraint, and when isolated sub-agent contexts beat a single thread.
  2. Building custom sub-agents - hands-on construction of scoped sub-agents with role-appropriate tool access.
  3. Orchestration patterns and trade-offs - fan-out, pipelines and orchestrator-worker patterns, with the token economics of each.
  4. Hooks as the control plane - gating risky actions, enforcing guardrails and emitting custom signals through lifecycle hooks.
  5. Observability with telemetry - hands-on wiring of live sessions to dashboards, then tracing and debugging a misbehaving multi-agent run.
  6. Governance and production rollout - runtime controls and telemetry as evidence for what your agents did and why.

Session details

All workshops | Speak to our team