Agents + MCP tools
Exact repeated tool and browser work.
EXECUTION REUSE · CLIENT 0.2.25
One reuse layer below every caller.
Agents are only one source of duplicate work. SeenRelay targets the expensive read-only execution underneath them.
HTTP / RPC / services
Repeated deterministic reads.
Tests and validation jobs
Exact deterministic validation.
Browser and scraping
Metered extraction and browser jobs.
IoT and edge fleets
Eligible read-only state and metadata checks.
OpenTelemetry
Measure overlap before integrating.
DISCOVER
Already have traces?
Use the local OTLP census. Raw prompts, URLs and payloads stay out of the report.
npx seenrelay otel-trace-census traces.otlp.json --json
IOT / EDGE
Native state first.
Native state first
Device shadow, retained state and subscription win when they already solve the same freshness question.
Read-only residual work
Health, inventory, firmware and metadata validation are the target.
No control suppression
Actuation, safety-critical commands, independent sensing and fresh physical-world observation stay outside automatic coordination.
RULE
Instrument broad. Coordinate narrow.
Native controls first. Natural exact recurrence second. Positive measured economics before activation.