iii-observability

The iii-observability worker provides OpenTelemetry-backed observability for the iii engine: distributed tracing, structured logs, metrics with rollups, alert rules, sampling configuration, and baggage propagation. Every surface is a callable engine::* function, plus a single log reactive trigger that fires on every ingested log entry. Functions span nine sub-namespaces — emit, query stored telemetry, inspect configuration, and propagate context.

The worker is on by default (enabled: true). When disabled, the emit and read functions still register but become no-ops and the trigger never fires. Core config: service_name/service_version/service_namespace (OTel resource attributes), exporter (memory | otlp | both), endpoint (OTLP collector URL, default http://localhost:4317), sampling_ratio (0.0–1.0), memory_max_spans, and per-pillar toggles/limits (metrics_enabled, logs_enabled, retention and count caps). Most fields accept OTEL_* env overrides. The in-memory query functions (logs, traces) require the memory or both exporter.

Traces and metrics use OTLP/gRPC by default; https:// endpoints enable TLS and http:// endpoints use cleartext. Set OTEL_EXPORTER_OTLP_PROTOCOL=http/protobuf to use OTLP/HTTP protobuf for traces and metrics, or use OTEL_EXPORTER_OTLP_TRACES_PROTOCOL / OTEL_EXPORTER_OTLP_METRICS_PROTOCOL for signal-specific overrides. The HTTP/protobuf path is appended automatically (/v1/traces, /v1/metrics) when the configured endpoint is a base collector URL. Logs export over OTLP/HTTP to /v1/logs.

Use OTEL_EXPORTER_OTLP_HEADERS for collector headers and the signal-specific OTEL_EXPORTER_OTLP_TRACES_HEADERS, OTEL_EXPORTER_OTLP_METRICS_HEADERS, or OTEL_EXPORTER_OTLP_LOGS_HEADERS when needed. The logs exporter reads OTEL_EXPORTER_OTLP_LOGS_HEADERS first and falls back to OTEL_EXPORTER_OTLP_HEADERS. Keep credentials in environment variables or a secret manager, not in config files.

When to Use

• Emit structured logs or read back stored logs/spans/metrics from inside a function instead of shelling out to a collector.
• React in real time to log entries (page on errors, archive everything) without polling.
• Inspect engine health, active sampling rules, or alert state operationally.
• Propagate OpenTelemetry baggage across calls for cross-cutting context.

Boundaries

• engine::baggage::set does not propagate back to the caller — baggage propagation happens at the SDK/invocation level via headers.
• The in-memory query functions return nothing useful unless the memory (or both) exporter is configured; with otlp-only the data lives in your collector.
• When logs_enabled is off the log pipeline is dormant and the log trigger never fires; the ingest level sets the minimum severity stored.
• This worker observes telemetry — it is not a general event bus (iii-pubsub) or durable queue (iii-queue).

Functions

• engine::log::info, engine::log::warn, engine::log::error, engine::log::debug, engine::log::trace — emit a log entry at the named severity; same input shape, only the level differs.
• engine::logs::list — read stored OTel logs, filtered by time, trace correlation, or severity.
• engine::logs::clear — wipe the in-memory log store.
• engine::traces::list — list stored spans.
• engine::traces::tree — walk a single trace as a parent/child tree.
• engine::traces::group_by — aggregate stored spans by an attribute value (counts, duration, errors per group).
• engine::traces::clear — wipe stored spans.
• engine::metrics::list — list metrics with aggregated stats and optional time bucketing.
• engine::rollups::list — list metric rollup aggregations across 1-minute, 5-minute, and 1-hour windows.
• engine::baggage::get, engine::baggage::get_all — read one or all OpenTelemetry baggage keys.
• engine::baggage::set — set a baggage key locally (does not propagate to the caller).
• engine::sampling::rules — list the active sampling rules.
• engine::health::check — return engine health (status, per-component breakdown, version).
• engine::alerts::list — inspect configured alert rules and current state.
• engine::alerts::evaluate — manually run an alert evaluation pass.

Reactive triggers

Bind a log trigger when a function should run every time a log entry lands in the engine's OTel log pipeline — emitted via engine::log::*, ingested via OTLP, or recorded by any worker using structured logging. Each subscription receives the same OTel-shaped record, so handlers can route by severity, attribute, or trace correlation.

Reach for it when:

• A specific severity (typically error) should page a human, post to Slack, or open a ticket.
• You want real-time fan-out of log entries to a downstream sink (archive, analytics, transformer) without polling engine::logs::list.

Use engine::logs::list instead when you need to query stored entries on demand rather than react to each as it arrives.

How to bind

1. Register a handler: iii.registerFunction('monitoring::on-error', handler).
2. Register the trigger:

iii.registerTrigger({
  type: "log",
  function_id: "monitoring::on-error",
  config: {
    level: "error", // optional. trace|debug|info|warn|error. Omit to fire on every level.
  },
});

The log trigger only fires when the logs pipeline is enabled, and level filters to that minimum severity. The handler's return value is ignored; invocations are spawned asynchronously after each entry is stored.

For the OTel log record shape, call iii get function info on the trigger type or handler function id.