Observability (OpenTelemetry)

hyperhive has built-in support for exporting per-agent Claude Code statistics — token usage, cost, tool call counts — to any OTLP-compatible collector via Claude Code's built-in OpenTelemetry integration.

This is a hive-wide setting: one switch in the host NixOS config enables it for every agent container simultaneously. There is no per-agent opt-in or opt-out.

Enabling export

services.hyperhive.otel = {
  enable   = true;
  endpoint = "https://collector.example.com/otel";
};

enable is the single gate. endpoint (required when enabled) is the OTLP HTTP endpoint; hive-c0re injects it as OTEL_EXPORTER_OTLP_ENDPOINT into every agent's systemd service via the generated meta flake.

Each agent's harness (hive-ag3nt) exports directly to the collector — the pipeline keeps working even when hive-c0re is down.

Options reference

`services.hyperhive.otel.enable` — bool, default `false`

Master switch. When true, all other options below take effect.

`services.hyperhive.otel.endpoint` — string, required when enabled

OTLP collector endpoint URL. Set as OTEL_EXPORTER_OTLP_ENDPOINT for every agent. Example: "https://collector.example.com/otel".

`services.hyperhive.otel.protocol` — enum, default `"http/protobuf"`

OTLP wire protocol, passed as OTEL_EXPORTER_OTLP_PROTOCOL. Accepted values:

"http/protobuf" (default)
"http/json"
"grpc"

`services.hyperhive.otel.headersCredential` — string or null, default `null`

Absolute path to a secret file on the host whose contents become OTEL_EXPORTER_OTLP_HEADERS (e.g. Authorization=Bearer <token>).

hive-c0re forwards this host file into each agent container via systemd-nspawn --load-credential=otel-headers:<path>; the inner harness unit inherits it by name. The token is never copied into the nix store, generated config, a bind mount, or argv.

Leave null if the endpoint needs no auth header. A configured-but-missing file is skipped with a log warning — OTEL still exports, just without the auth header.

services.hyperhive.otel = {
  enable           = true;
  endpoint         = "https://collector.example.com/otel";
  headersCredential = "/run/secrets/otel-headers";
};

`services.hyperhive.otel.extraResourceAttributes` — string, default `""`

Extra comma-separated entries appended to OTEL_RESOURCE_ATTRIBUTES after the built-in labels (service.name, agent, hive, swarm). Example:

extraResourceAttributes = "deployment.environment=prod,team=platform";

`services.hyperhive.otel.debug` — bool, default `false`

When true, sets CLAUDE_CODE_OTEL_DIAG_STDERR=1 in every agent container, causing the OTEL SDK to emit diagnostic messages to stderr. Useful when troubleshooting collector connectivity or endpoint config errors. Leave false in normal operation — SDK errors from a misconfigured endpoint would otherwise appear in every agent's journal unconditionally.

Only meaningful when enable is true.

`services.hyperhive.otel.metricIntervalMs` — positive int or null, default `null`

Metric export interval in milliseconds, set as OTEL_METRIC_EXPORT_INTERVAL for every agent. Claude Code's default is 60000 (60 s). Leave null to keep that default.

Each agent runs claude as a short-lived per-turn process; claude force-flushes metrics on process exit, so interval tuning is not required for metrics to be exported. A lower value gives more frequent intermediate flushes within long-running turns — cosmetic, not a correctness knob.

Network access

Agent containers can only reach the host on ports 80 and 443 by default. If your OTLP collector runs on a non-standard port on the same host (e.g. a local dev collector on :4318), open that port via:

services.hyperhive.network.exposeHostPorts = [ 4318 ];

Then point the endpoint at the bridge IP rather than loopback:

services.hyperhive.otel.endpoint = "http://10.42.0.1:4318";

The bridge IP is the host's address on the hvbr0 bridge, typically 10.42.0.1. See docs/network.md::Reaching host services for details.

Built-in resource labels

Every agent's export includes these resource attributes automatically:

Attribute	Value
`service.name`	`hyperhive-agent` (constant)
`agent`	agent logical name (e.g. `iris`)
`hive`	hive display name (`services.hyperhive.hiveName`)
`swarm`	swarm display name (`services.hyperhive.swarmName`, if set)

Additional labels can be appended via extraResourceAttributes (see option reference above); custom per-data-point labels can be passed with hive-metric --labels (see below).

Host-emitted container-resource metrics (hive-c0re)

When OTEL is enabled, hive-c0re itself also exports each agent container's resource load — the same cgroup gauges shown on the dashboard LOAD tab — to the configured endpoint, reusing the same services.hyperhive.otel config (no separate toggle). These come from the host, not the in-container Claude SDK, so they cover containers even when their agent is idle.

Emitted via the OpenTelemetry Rust SDK, using the semconv container.* metric names + the standard container.name attribute where a spec metric exists, so off-the-shelf OTEL/Grafana container dashboards work. Resource service.name = hyperhive-c0re; each data point is tagged container.name (= the h-<agent> machine) and the hive agent label:

Metric	Unit	Kind	Source
`container.cpu.time`	`s`	counter	cumulative `cpu.stat` `usage_usec` → seconds
`container.memory.usage`	`By`	gauge	`memory.current`
`hyperhive.container.memory.limit`	`By`	gauge	`memory.max` (custom — semconv has no `.limit` metric; omitted when unlimited)
`hyperhive.container.memory.peak`	`By`	gauge	`memory.peak` (custom — no semconv metric; omitted if unavailable)
`hyperhive.container.storage.usage`	`By`	gauge	state dir + writable rootfs (custom — semconv only has `disk.io`; omitted until the slow disk sampler runs)
`hyperhive.container.cpu.percent`	`%`	gauge	host-normalised percent (custom — the value the dashboard LOAD tab shows, no `rate()` needed)

The hyperhive.-prefixed metrics have no semconv equivalent (memory limit + peak, on-disk footprint, and an instantaneous cpu percent kept alongside the spec container.cpu.time counter for convenience). Hive labels (hive, swarm, …) ride on the resource via extraResourceAttributes.

Cadence follows metricIntervalMs (default 60s). Transport is OTLP/HTTP (JSON) to <endpoint>; the auth header is loaded onto hive-c0re's own unit via systemd LoadCredential (from the same headersCredential file) and sent as Authorization.

Agent-emitted custom metrics (`hive-metric`)

Agents can push arbitrary labeled metrics to the same OTEL collector via the hive-metric CLI tool, available in every agent container when services.hyperhive.otel.enable = true.

Usage

hive-metric <name> <value> [--type counter|gauge] [--labels key=value...]

<name> — metric name (e.g. tasks_completed, latency_ms).
<value> — numeric value (f64; integers and floats both accepted).
--type counter|gauge — metric kind: counter (cumulative sum, default) or gauge (instantaneous point-in-time value).
--labels key=value — extra per-data-point labels. May be repeated. The resource labels (agent, hive, swarm, service.name) are inherited automatically from OTEL_RESOURCE_ATTRIBUTES — do not re-specify them.

Examples

# Counter: cumulative tasks finished (default type — no --type flag needed)
hive-metric tasks_completed 1 --labels phase=scan

# Gauge: current queue depth (absolute value — must use --type gauge)
hive-metric queue_depth 17 --type gauge

# Float gauge with multiple labels (instantaneous measurement)
hive-metric api_latency_ms 142.5 --type gauge --labels model=sonnet --labels tier=api

Error when OTEL is not configured

When services.hyperhive.otel.enable = false (the default), the OTEL_EXPORTER_OTLP_ENDPOINT env var is not set and hive-metric exits with an informative error message. No silently-dropped metrics.

Wire format

hive-metric always uses OTLP HTTP/JSON (application/json POST to $OTEL_EXPORTER_OTLP_ENDPOINT/v1/metrics), regardless of the OTEL_EXPORTER_OTLP_PROTOCOL setting. Auth headers from OTEL_EXPORTER_OTLP_HEADERS are forwarded verbatim.

Metrics temporality

OTEL export is always configured with cumulative temporality (OTEL_EXPORTER_OTLP_METRICS_TEMPORALITY_PREFERENCE=cumulative), overriding Claude Code's default of DELTA. This avoids silent metric drops in Prometheus-family backends (including Grafana LGTM / Mimir) that don't ship a delta-to-cumulative processor.