## Why Per-socket metrics label resends after reconnect as initial requests, obscuring why full input was sent. Client telemetry can preserve that reason across reconnect failures and turn boundaries. ## What changed - Add `codex.websocket.continuation` to count `response.create` send attempts, including failed sends, with `mode`, `reason`, and `phase` tags. - Distinguish incremental continuations, fresh requests, restored history, closed connections, and other full-input sends. Track warmup and generation separately. - Preserve the first continuation reset reason until the next send and identify resumed or forked history. - Allow session telemetry to use a `MetricsClient` supplied through thread extensions and document the counter's semantics. ## Testing Add metric assertions for incremental reuse, warmup, changed requests, account switches, reconnects, and resumed or forked history. Add a unit test for preserving reset reasons across repeated resets and turn boundaries. GitOrigin-RevId: 29324f5e9d5677e0c6068f89b2256a92a5a0d157
codex-otel
codex-otel is the OpenTelemetry integration crate for Codex. It provides:
- Provider wiring for log/trace/metric exporters (
codex_otel::OtelProviderandcodex_otel::provider). - Session-scoped business event emission via
codex_otel::SessionTelemetry. - Low-level metrics APIs via
codex_otel::metrics. - Trace-context helpers via
codex_otel::trace_contextand crate-root re-exports.
Tracing and logs
Create an OTEL provider from OtelSettings. The provider also configures
metrics (when enabled), then attach its layers to your tracing_subscriber
registry:
use codex_otel::config::OtelExporter;
use codex_otel::config::OtelHttpProtocol;
use codex_otel::config::OtelSettings;
use codex_otel::OtelProvider;
use tracing_subscriber::prelude::*;
let settings = OtelSettings {
environment: "dev".to_string(),
service_name: "codex-cli".to_string(),
service_version: env!("CARGO_PKG_VERSION").to_string(),
codex_home: std::path::PathBuf::from("/tmp"),
exporter: OtelExporter::OtlpHttp {
endpoint: "https://otlp.example.com".to_string(),
headers: std::collections::HashMap::new(),
protocol: OtelHttpProtocol::Binary,
tls: None,
},
trace_exporter: OtelExporter::OtlpHttp {
endpoint: "https://otlp.example.com".to_string(),
headers: std::collections::HashMap::new(),
protocol: OtelHttpProtocol::Binary,
tls: None,
},
metrics_exporter: OtelExporter::None,
span_attributes: std::collections::BTreeMap::new(),
tracestate: std::collections::BTreeMap::new(),
};
if let Some(provider) = OtelProvider::try_new(&settings)? {
let registry = tracing_subscriber::registry()
.with(provider.logger_layer())
.with(provider.tracing_layer());
registry.init();
}
Configured span attributes and W3C tracestate member fields are applied to exported trace spans and propagated trace context:
[otel.span_attributes]
"example.trace_attr" = "enabled"
[otel.tracestate.example]
alpha = "one"
beta = "two"
Configured tracestate members and encoded values must be valid W3C tracestate.
Each nested table is encoded as semicolon-separated key:value fields inside
that member. If propagated trace context already has the named member, Codex
upserts configured fields and preserves other fields in that member. This
config shape does not support setting opaque tracestate member values. Invalid
trace metadata entries are ignored during config load and reported as startup
warnings.
SessionTelemetry (events)
SessionTelemetry adds consistent metadata to tracing events and helps record
Codex-specific session events. Rich session/business events should go through
SessionTelemetry; subsystem-owned audit events can stay with the owning subsystem.
use codex_otel::SessionTelemetry;
let manager = SessionTelemetry::new(
conversation_id,
model,
slug,
account_id,
account_email,
auth_mode,
originator,
log_user_prompts,
terminal_type,
session_source,
);
manager.user_prompt(&prompt_items);
Metrics (OTLP or in-memory)
Modes:
- OTLP: exports metrics via the OpenTelemetry OTLP exporter (HTTP or gRPC).
- In-memory: records via
opentelemetry_sdk::metrics::InMemoryMetricExporterfor tests/assertions; callshutdown()to flush.
codex-otel also provides OtelExporter::Statsig, a shorthand for exporting OTLP/HTTP JSON metrics
to Statsig using Codex-internal defaults.
Statsig ingestion (OTLP/HTTP JSON) example:
use codex_otel::config::{OtelExporter, OtelHttpProtocol};
let metrics = MetricsClient::new(MetricsConfig::otlp(
"dev",
"codex-cli",
env!("CARGO_PKG_VERSION"),
OtelExporter::OtlpHttp {
endpoint: "https://api.statsig.com/otlp".to_string(),
headers: std::collections::HashMap::from([(
"statsig-api-key".to_string(),
std::env::var("STATSIG_SERVER_SDK_SECRET")?,
)]),
protocol: OtelHttpProtocol::Json,
tls: None,
},
))?;
metrics.counter("codex.session_started", 1, &[("source", "tui")])?;
metrics.histogram("codex.request_latency", 83, &[("route", "chat")])?;
In-memory (tests):
let exporter = InMemoryMetricExporter::default();
let metrics = MetricsClient::new(MetricsConfig::in_memory(
"test",
"codex-cli",
env!("CARGO_PKG_VERSION"),
exporter.clone(),
))?;
metrics.counter("codex.turns", 1, &[("model", "gpt-5.1")])?;
metrics.shutdown()?; // flushes in-memory exporter
WebSocket continuation
codex.websocket.continuation counts response.create send attempts, including
failed sends. It carries existing session tags plus mode (incremental/full),
phase (warmup/generation), and reason:
| Reason | Meaning |
|---|---|
incremental |
Send the previous response ID and new input. |
no_previous_request |
First request from a fresh client. |
restored_history |
First request after loading resumed or forked history. |
connection_closed |
Full input after observing the previous socket closed. |
other |
Full input for another reason, such as changed input/settings or unavailable response state. |
Per-socket backend metrics label a resend after reconnect as initial; this client
metric retains the first reset reason through reconnect failures and turn boundaries.
Include warmups (generate=false), which can send full input before an incremental
generation. Closes may be intentional; restored history includes manual resumes/forks.
This measures client send attempts, not disconnect rates or engine cache reuse.
Trace context
Trace propagation helpers remain separate from the session event emitter:
use codex_otel::current_span_w3c_trace_context;
use codex_otel::set_parent_from_w3c_trace_context;
Shutdown
OtelProvider::shutdown()stops the OTEL exporter.SessionTelemetry::shutdown_metrics()flushes and shuts down the metrics provider.
Both are optional because drop performs best-effort shutdown, but calling them explicitly gives deterministic flushing (or a shutdown error if flushing does not complete in time).