From 52eb8d4735cb0eadb36a309bb431d3bfc850a419 Mon Sep 17 00:00:00 2001
From: TaprootFreak <142087526+TaprootFreak@users.noreply.github.com>
Date: Thu, 4 Jun 2026 23:10:14 +0200
Subject: [PATCH 1/2] feat(observability): replace App Insights SDK with
 OpenTelemetry

App Insights is no longer active in the new deployment. Replace the App
Insights SDK with OpenTelemetry so request/dependency/exception telemetry
flows into our self-hosted Grafana stack via OTLP.

- add src/tracing.ts: NodeSDK with auto-instrumentations (HTTP/DB/NestJS)
  and an OTLP/HTTP trace exporter. The collector endpoint comes exclusively
  from OTEL_EXPORTER_OTLP_ENDPOINT; tracing is disabled when it is unset.
  4xx server responses are marked non-failures in the HTTP response hook,
  replicating the old App Insights telemetry processor.
- import the tracer first in main.ts (before any instrumented module) and
  drop the App Insights setup block.
- DfxLogger: record exceptions/events on the active span and append the
  trace id to each log line so logs can be correlated to traces.
- remove the applicationinsights dependency; document
  OTEL_EXPORTER_OTLP_ENDPOINT in .env.example.
- unit tests for the 4xx classifier and the logger span integration.

The collector/backend lives in a sibling infra change in our private
deployment-config repo.
---
 .env.example                                  |    4 +
 package-lock.json                             | 2635 +++++++++++------
 package.json                                  |    5 +-
 src/__tests__/tracing.spec.ts                 |   53 +
 src/main.ts                                   |   25 +-
 .../services/__tests__/dfx-logger.spec.ts     |   68 +
 src/shared/services/dfx-logger.ts             |   42 +-
 src/tracing.ts                                |   63 +
 8 files changed, 2005 insertions(+), 890 deletions(-)
 create mode 100644 src/__tests__/tracing.spec.ts
 create mode 100644 src/shared/services/__tests__/dfx-logger.spec.ts
 create mode 100644 src/tracing.ts

diff --git a/.env.example b/.env.example
index 56203f87cd..d045f3fc88 100644
--- a/.env.example
+++ b/.env.example
@@ -246,6 +246,10 @@ AZURE_TENANT_ID=
 AZURE_SUBSCRIPTION_ID=
 AZURE_STORAGE_CONNECTION_STRING=
 
+# OpenTelemetry trace export (OTLP/HTTP). Point this at an OTLP collector to
+# enable distributed tracing; leave empty to disable. e.g. http://localhost:4318
+OTEL_EXPORTER_OTLP_ENDPOINT=
+
 FIXER_BASE_URL=
 FIXER_API_KEY=
 
diff --git a/package-lock.json b/package-lock.json
index d437ae1d56..538a0d877d 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -41,6 +41,10 @@
         "@nestjs/typeorm": "^9.0.1",
         "@nestjs/websockets": "^9.4.3",
         "@noble/curves": "^1.9.7",
+        "@opentelemetry/api": "^1.9.1",
+        "@opentelemetry/auto-instrumentations-node": "^0.76.0",
+        "@opentelemetry/exporter-trace-otlp-http": "^0.218.0",
+        "@opentelemetry/sdk-node": "^0.218.0",
         "@railgun-community/engine": "^9.4.0",
         "@scure/bip32": "^1.6.2",
         "@scure/bip39": "^1.5.4",
@@ -55,7 +59,6 @@
         "@uniswap/v3-sdk": "^3.25.2",
         "@zano-project/zano-utils-js": "^0.0.3",
         "alchemy-sdk": "^3.6.5",
-        "applicationinsights": "^2.9.8",
         "arweave": "^1.15.7",
         "axios": "^1.15.0",
         "basic-ftp": "^5.0.5",
@@ -1135,25 +1138,6 @@
         "node": ">=18.0.0"
       }
     },
-    "node_modules/@azure-rest/core-client": {
-      "version": "2.6.0",
-      "resolved": "https://registry.npmjs.org/@azure-rest/core-client/-/core-client-2.6.0.tgz",
-      "integrity": "sha512-iuFKDm8XPzNxPfRjhyU5/xKZmcRDzSuEghXDHHk4MjBV/wFL34GmYVBZnn9wmuoLBeS1qAw9ceMdaeJBPcB1QQ==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure/abort-controller": "^2.1.2",
-        "@azure/core-auth": "^1.10.0",
-        "@azure/core-rest-pipeline": "^1.22.0",
-        "@azure/core-tracing": "^1.3.0",
-        "@typespec/ts-http-runtime": "^0.3.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=20.0.0"
-      }
-    },
     "node_modules/@azure/abort-controller": {
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-2.1.2.tgz",
@@ -1296,96 +1280,6 @@
         "node": ">=20.0.0"
       }
     },
-    "node_modules/@azure/identity": {
-      "version": "4.13.1",
-      "resolved": "https://registry.npmjs.org/@azure/identity/-/identity-4.13.1.tgz",
-      "integrity": "sha512-5C/2WD5Vb1lHnZS16dNQRPMjN6oV/Upba+C9nBIs15PmOi6A3ZGs4Lr2u60zw4S04gi+u3cEXiqTVP7M4Pz3kw==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.9.0",
-        "@azure/core-client": "^1.9.2",
-        "@azure/core-rest-pipeline": "^1.17.0",
-        "@azure/core-tracing": "^1.0.0",
-        "@azure/core-util": "^1.11.0",
-        "@azure/logger": "^1.0.0",
-        "@azure/msal-browser": "^5.5.0",
-        "@azure/msal-node": "^5.1.0",
-        "open": "^10.1.0",
-        "tslib": "^2.2.0"
-      },
-      "engines": {
-        "node": ">=20.0.0"
-      }
-    },
-    "node_modules/@azure/identity/node_modules/open": {
-      "version": "10.2.0",
-      "resolved": "https://registry.npmjs.org/open/-/open-10.2.0.tgz",
-      "integrity": "sha512-YgBpdJHPyQ2UE5x+hlSXcnejzAvD0b22U2OuAP+8OnlJT+PjWPxtgmGqKKc+RgTM63U9gN0YzrYc71R2WT/hTA==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "default-browser": "^5.2.1",
-        "define-lazy-prop": "^3.0.0",
-        "is-inside-container": "^1.0.0",
-        "wsl-utils": "^0.1.0"
-      },
-      "engines": {
-        "node": ">=18"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
-    "node_modules/@azure/keyvault-common": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/@azure/keyvault-common/-/keyvault-common-2.1.0.tgz",
-      "integrity": "sha512-aCDidWuKY06LWQ4x7/8TIXK6iRqTaRWRL3t7T+LC+j1b07HtoIsOxP/tU90G4jCSBn5TAyUTCtA4MS/y5Hudaw==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure-rest/core-client": "^2.3.3",
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.3.0",
-        "@azure/core-rest-pipeline": "^1.8.0",
-        "@azure/core-tracing": "^1.0.0",
-        "@azure/core-util": "^1.10.0",
-        "@azure/logger": "^1.1.4",
-        "tslib": "^2.2.0"
-      },
-      "engines": {
-        "node": ">=20.0.0"
-      }
-    },
-    "node_modules/@azure/keyvault-keys": {
-      "version": "4.10.0",
-      "resolved": "https://registry.npmjs.org/@azure/keyvault-keys/-/keyvault-keys-4.10.0.tgz",
-      "integrity": "sha512-eDT7iXoBTRZ2n3fLiftuGJFD+yjkiB1GNqzU2KbY1TLYeXeSPVTVgn2eJ5vmRTZ11978jy2Kg2wI7xa9Tyr8ag==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure-rest/core-client": "^2.3.3",
-        "@azure/abort-controller": "^2.1.2",
-        "@azure/core-auth": "^1.9.0",
-        "@azure/core-http-compat": "^2.2.0",
-        "@azure/core-lro": "^2.7.2",
-        "@azure/core-paging": "^1.6.2",
-        "@azure/core-rest-pipeline": "^1.19.0",
-        "@azure/core-tracing": "^1.2.0",
-        "@azure/core-util": "^1.11.0",
-        "@azure/keyvault-common": "^2.0.0",
-        "@azure/logger": "^1.1.4",
-        "tslib": "^2.8.1"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
     "node_modules/@azure/logger": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/@azure/logger/-/logger-1.3.0.tgz",
@@ -1399,79 +1293,6 @@
         "node": ">=20.0.0"
       }
     },
-    "node_modules/@azure/msal-browser": {
-      "version": "5.10.1",
-      "resolved": "https://registry.npmjs.org/@azure/msal-browser/-/msal-browser-5.10.1.tgz",
-      "integrity": "sha512-hTbvOi9Ko2Jvn+G/fSmjzHf9WbNcf/o3epMtbeGx/pMwMrVAbi6OgCJVeCfsAb8IybSRpaCSc4EDRlYAhgngUQ==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure/msal-common": "16.6.1"
-      },
-      "engines": {
-        "node": ">=0.8.0"
-      }
-    },
-    "node_modules/@azure/msal-common": {
-      "version": "16.6.1",
-      "resolved": "https://registry.npmjs.org/@azure/msal-common/-/msal-common-16.6.1.tgz",
-      "integrity": "sha512-VxKdEtUwDuLD0F1hOQP7kye0YadZxFJfv37Em440geEf/w9uggKnHpRrqwZJOdxmPUOdhZ9kyRtKuAJW8wUcRg==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "engines": {
-        "node": ">=0.8.0"
-      }
-    },
-    "node_modules/@azure/msal-node": {
-      "version": "5.2.1",
-      "resolved": "https://registry.npmjs.org/@azure/msal-node/-/msal-node-5.2.1.tgz",
-      "integrity": "sha512-tmQiQ2HvtzaeLqYGy3BemiPOSGPY4wCy1IW5zDWITKSs/s35WEd7Zij/hCxvUdAOzj6U3qnyaGbYXY91ortFEQ==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure/msal-common": "16.6.1",
-        "jsonwebtoken": "^9.0.0"
-      },
-      "engines": {
-        "node": ">=20"
-      }
-    },
-    "node_modules/@azure/opentelemetry-instrumentation-azure-sdk": {
-      "version": "1.0.0-beta.9",
-      "resolved": "https://registry.npmjs.org/@azure/opentelemetry-instrumentation-azure-sdk/-/opentelemetry-instrumentation-azure-sdk-1.0.0-beta.9.tgz",
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-        "@azure/logger": "^1.0.0",
-        "@opentelemetry/api": "^1.9.0",
-        "@opentelemetry/core": "^2.0.0",
-        "@opentelemetry/instrumentation": "^0.200.0",
-        "@opentelemetry/sdk-trace-web": "^2.0.0",
-        "tslib": "^2.7.0"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/opentelemetry-instrumentation-azure-sdk/node_modules/@opentelemetry/core": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.2.0.tgz",
-      "integrity": "sha512-FuabnnUm8LflnieVxs6eP7Z383hgQU4W1e3KJS6aOG3RxWxcHyBxH8fDMHNgu/gFx/M2jvTOW/4/PHhLz6bjWw==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@opentelemetry/semantic-conventions": "^1.29.0"
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-      "engines": {
-        "node": "^18.19.0 || >=20.6.0"
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-      "peerDependencies": {
-        "@opentelemetry/api": ">=1.0.0 <1.10.0"
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     "node_modules/@azure/storage-blob": {
       "version": "12.29.1",
       "resolved": "https://registry.npmjs.org/@azure/storage-blob/-/storage-blob-12.29.1.tgz",
@@ -2490,21 +2311,6 @@
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     },
-    "node_modules/@buildonspark/spark-sdk/node_modules/@opentelemetry/core": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.3.0.tgz",
-      "integrity": "sha512-PcmxJQzs31cfD0R2dE91YGFcLxOSN4Bxz7gez5UwSUjCai8BwH/GI5HchfVshHkWdTkUs0qcaPJgVHKXUp7I3A==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@opentelemetry/semantic-conventions": "^1.29.0"
-      },
-      "engines": {
-        "node": "^18.19.0 || >=20.6.0"
-      },
-      "peerDependencies": {
-        "@opentelemetry/api": ">=1.0.0 <1.10.0"
-      }
-    },
     "node_modules/@buildonspark/spark-sdk/node_modules/@opentelemetry/instrumentation": {
       "version": "0.203.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/instrumentation/-/instrumentation-0.203.0.tgz",
@@ -2522,39 +2328,6 @@
         "@opentelemetry/api": "^1.3.0"
       }
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-    "node_modules/@buildonspark/spark-sdk/node_modules/@opentelemetry/resources": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-2.3.0.tgz",
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-      "license": "Apache-2.0",
-      "dependencies": {
-        "@opentelemetry/core": "2.3.0",
-        "@opentelemetry/semantic-conventions": "^1.29.0"
-      },
-      "engines": {
-        "node": "^18.19.0 || >=20.6.0"
-      },
-      "peerDependencies": {
-        "@opentelemetry/api": ">=1.3.0 <1.10.0"
-      }
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-    "node_modules/@buildonspark/spark-sdk/node_modules/@opentelemetry/sdk-trace-base": {
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-      "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-trace-base/-/sdk-trace-base-2.3.0.tgz",
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-      "dependencies": {
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-        "@opentelemetry/resources": "2.3.0",
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-      "engines": {
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@@ -5712,14 +5485,6 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
-    "node_modules/@js-joda/core": {
-      "version": "5.7.0",
-      "resolved": "https://registry.npmjs.org/@js-joda/core/-/core-5.7.0.tgz",
-      "integrity": "sha512-WBu4ULVVxySLLzK1Ppq+OdfP+adRS4ntmDQT915rzDJ++i95gc2jZkM5B6LWEAwN3lGXpfie3yPABozdD3K3Vg==",
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-      "optional": true,
-      "peer": true
-    },
     "node_modules/@js-sdsl/ordered-map": {
       "version": "4.4.2",
       "resolved": "https://registry.npmjs.org/@js-sdsl/ordered-map/-/ordered-map-4.4.2.tgz",
@@ -6079,12 +5844,6 @@
         "rlp": "bin/rlp"
       }
     },
-    "node_modules/@microsoft/applicationinsights-web-snippet": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@microsoft/applicationinsights-web-snippet/-/applicationinsights-web-snippet-1.0.1.tgz",
-      "integrity": "sha512-2IHAOaLauc8qaAitvWS+U931T+ze+7MNWrDHY47IENP5y2UA0vqJDu67kWZDdpCN1fFC77sfgfB+HV7SrKshnQ==",
-      "license": "MIT"
-    },
     "node_modules/@nestjs-modules/mailer": {
       "version": "1.11.2",
       "resolved": "https://registry.npmjs.org/@nestjs-modules/mailer/-/mailer-1.11.2.tgz",
@@ -7171,18 +6930,18 @@
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     },
     "node_modules/@opentelemetry/api": {
-      "version": "1.9.0",
-      "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.9.0.tgz",
-      "integrity": "sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg==",
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.9.1.tgz",
+      "integrity": "sha512-gLyJlPHPZYdAk1JENA9LeHejZe1Ti77/pTeFm/nMXmQH/HFZlcS/O2XJB+L8fkbrNSqhdtlvjBVjxwUYanNH5Q==",
       "license": "Apache-2.0",
       "engines": {
         "node": ">=8.0.0"
       }
     },
     "node_modules/@opentelemetry/api-logs": {
-      "version": "0.200.0",
-      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.200.0.tgz",
-      "integrity": "sha512-IKJBQxh91qJ+3ssRly5hYEJ8NDHu9oY/B1PXVSCWf7zytmYO9RNLB0Ox9XQ/fJ8m6gY6Q6NtBWlmXfaXt5Uc4Q==",
+      "version": "0.218.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.218.0.tgz",
+      "integrity": "sha512-fmEWp5kXlGEc3i/lR698Hz41DfGyN4Tbe4g7L1AxSc7fF8Xeh/FQ9Quqpa9dVA413Q1Ad43QOLzU4JoXgbFPWw==",
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@@ -7191,10 +6950,121 @@
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+    "node_modules/@opentelemetry/auto-instrumentations-node": {
+      "version": "0.76.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/auto-instrumentations-node/-/auto-instrumentations-node-0.76.0.tgz",
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+      "license": "Apache-2.0",
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+        "@opentelemetry/instrumentation-aws-sdk": "^0.73.0",
+        "@opentelemetry/instrumentation-bunyan": "^0.63.0",
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+        "@opentelemetry/instrumentation-connect": "^0.61.0",
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       "version": "1.11.0",
       "resolved": "https://registry.npmjs.org/node-emoji/-/node-emoji-1.11.0.tgz",
@@ -25396,14 +26463,6 @@
         "node": ">= 0.4.0"
       }
     },
-    "node_modules/rfdc": {
-      "version": "1.4.1",
-      "resolved": "https://registry.npmjs.org/rfdc/-/rfdc-1.4.1.tgz",
-      "integrity": "sha512-q1b3N5QkRUWUl7iyylaaj3kOpIT0N2i9MqIEQXP73GVsN9cw3fdx8X63cEmWhJGi2PPCF23Ijp7ktmd39rawIA==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true
-    },
     "node_modules/rimraf": {
       "version": "4.4.1",
       "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-4.4.1.tgz",
@@ -26540,12 +27599,6 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
-    "node_modules/shimmer": {
-      "version": "1.2.1",
-      "resolved": "https://registry.npmjs.org/shimmer/-/shimmer-1.2.1.tgz",
-      "integrity": "sha512-sQTKC1Re/rM6XyFM6fIAGHRPVGvyXfgzIDvzoq608vM+jeyVD0Tu1E6Np0Kc2zAIFWIj963V2800iF/9LPieQw==",
-      "license": "BSD-2-Clause"
-    },
     "node_modules/side-channel": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.1.0.tgz",
@@ -27025,14 +28078,6 @@
         "node": ">= 10.x"
       }
     },
-    "node_modules/sprintf-js": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.3.tgz",
-      "integrity": "sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA==",
-      "license": "BSD-3-Clause",
-      "optional": true,
-      "peer": true
-    },
     "node_modules/sql-highlight": {
       "version": "6.1.0",
       "resolved": "https://registry.npmjs.org/sql-highlight/-/sql-highlight-6.1.0.tgz",
@@ -27080,12 +28125,6 @@
       "integrity": "sha512-KXXFFdAbFXY4geFIwoyNK+f5Z1b7swfXABfL7HXCmoIWMKU3dmS26672A4EeQtDzLKy7SXmfBu51JolvEKwtGA==",
       "license": "Unlicense"
     },
-    "node_modules/stack-chain": {
-      "version": "1.3.7",
-      "resolved": "https://registry.npmjs.org/stack-chain/-/stack-chain-1.3.7.tgz",
-      "integrity": "sha512-D8cWtWVdIe/jBA7v5p5Hwl5yOSOrmZPWDPe2KxQ5UAGD+nxbxU0lKXA4h85Ta6+qgdKVL3vUxsbIZjc1kBG7ug==",
-      "license": "MIT"
-    },
     "node_modules/stack-trace": {
       "version": "0.0.10",
       "resolved": "https://registry.npmjs.org/stack-trace/-/stack-trace-0.0.10.tgz",
@@ -27949,97 +28988,6 @@
         "node": ">=10"
       }
     },
-    "node_modules/tarn": {
-      "version": "3.0.2",
-      "resolved": "https://registry.npmjs.org/tarn/-/tarn-3.0.2.tgz",
-      "integrity": "sha512-51LAVKUSZSVfI05vjPESNc5vwqqZpbXCsU+/+wxlOrUjk2SnFTt97v9ZgQrD4YmxYW1Px6w2KjaDitCfkvgxMQ==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "engines": {
-        "node": ">=8.0.0"
-      }
-    },
-    "node_modules/tedious": {
-      "version": "18.6.2",
-      "resolved": "https://registry.npmjs.org/tedious/-/tedious-18.6.2.tgz",
-      "integrity": "sha512-g7jC56o3MzLkE3lHkaFe2ZdOVFBahq5bsB60/M4NYUbocw/MCrS89IOEQUFr+ba6pb8ZHczZ/VqCyYeYq0xBAg==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@azure/core-auth": "^1.7.2",
-        "@azure/identity": "^4.2.1",
-        "@azure/keyvault-keys": "^4.4.0",
-        "@js-joda/core": "^5.6.1",
-        "@types/node": ">=18",
-        "bl": "^6.0.11",
-        "iconv-lite": "^0.6.3",
-        "js-md4": "^0.3.2",
-        "native-duplexpair": "^1.0.0",
-        "sprintf-js": "^1.1.3"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/tedious/node_modules/@types/readable-stream": {
-      "version": "4.0.23",
-      "resolved": "https://registry.npmjs.org/@types/readable-stream/-/readable-stream-4.0.23.tgz",
-      "integrity": "sha512-wwXrtQvbMHxCbBgjHaMGEmImFTQxxpfMOR/ZoQnXxB1woqkUbdLGFDgauo00Py9IudiaqSeiBiulSV9i6XIPig==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@types/node": "*"
-      }
-    },
-    "node_modules/tedious/node_modules/bl": {
-      "version": "6.1.6",
-      "resolved": "https://registry.npmjs.org/bl/-/bl-6.1.6.tgz",
-      "integrity": "sha512-jLsPgN/YSvPUg9UX0Kd73CXpm2Psg9FxMeCSXnk3WBO3CMT10JMwijubhGfHCnFu6TPn1ei3b975dxv7K2pWVg==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@types/readable-stream": "^4.0.0",
-        "buffer": "^6.0.3",
-        "inherits": "^2.0.4",
-        "readable-stream": "^4.2.0"
-      }
-    },
-    "node_modules/tedious/node_modules/iconv-lite": {
-      "version": "0.6.3",
-      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
-      "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "safer-buffer": ">= 2.1.2 < 3.0.0"
-      },
-      "engines": {
-        "node": ">=0.10.0"
-      }
-    },
-    "node_modules/tedious/node_modules/readable-stream": {
-      "version": "4.7.0",
-      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-4.7.0.tgz",
-      "integrity": "sha512-oIGGmcpTLwPga8Bn6/Z75SVaH1z5dUut2ibSyAMVhmUggWpmDn2dapB0n7f8nwaSiRtepAsfJyfXIO5DCVAODg==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "abort-controller": "^3.0.0",
-        "buffer": "^6.0.3",
-        "events": "^3.3.0",
-        "process": "^0.11.10",
-        "string_decoder": "^1.3.0"
-      },
-      "engines": {
-        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
-      }
-    },
     "node_modules/terser": {
       "version": "5.44.0",
       "resolved": "https://registry.npmjs.org/terser/-/terser-5.44.0.tgz",
@@ -30051,6 +30999,15 @@
         "url": "https://github.com/fb55/htmlparser2?sponsor=1"
       }
     },
+    "node_modules/web-streams-polyfill": {
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 8"
+      }
+    },
     "node_modules/web3": {
       "version": "1.10.4",
       "resolved": "https://registry.npmjs.org/web3/-/web3-1.10.4.tgz",
@@ -31212,40 +32169,6 @@
         }
       }
     },
-    "node_modules/wsl-utils": {
-      "version": "0.1.0",
-      "resolved": "https://registry.npmjs.org/wsl-utils/-/wsl-utils-0.1.0.tgz",
-      "integrity": "sha512-h3Fbisa2nKGPxCpm89Hk33lBLsnaGBvctQopaBSOW/uIs6FTe1ATyAnKFJrzVs9vpGdsTe73WF3V4lIsk4Gacw==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "is-wsl": "^3.1.0"
-      },
-      "engines": {
-        "node": ">=18"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
-    "node_modules/wsl-utils/node_modules/is-wsl": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/is-wsl/-/is-wsl-3.1.1.tgz",
-      "integrity": "sha512-e6rvdUCiQCAuumZslxRJWR/Doq4VpPR82kqclvcS0efgt430SlGIk05vdCN58+VrzgtIcfNODjozVielycD4Sw==",
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "is-inside-container": "^1.0.0"
-      },
-      "engines": {
-        "node": ">=16"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
     "node_modules/xhr": {
       "version": "2.6.0",
       "resolved": "https://registry.npmjs.org/xhr/-/xhr-2.6.0.tgz",
diff --git a/package.json b/package.json
index 8d3694fa41..88a220cebd 100644
--- a/package.json
+++ b/package.json
@@ -58,6 +58,10 @@
     "@nestjs/typeorm": "^9.0.1",
     "@nestjs/websockets": "^9.4.3",
     "@noble/curves": "^1.9.7",
+    "@opentelemetry/api": "^1.9.1",
+    "@opentelemetry/auto-instrumentations-node": "^0.76.0",
+    "@opentelemetry/exporter-trace-otlp-http": "^0.218.0",
+    "@opentelemetry/sdk-node": "^0.218.0",
     "@railgun-community/engine": "^9.4.0",
     "@scure/bip32": "^1.6.2",
     "@scure/bip39": "^1.5.4",
@@ -72,7 +76,6 @@
     "@uniswap/v3-sdk": "^3.25.2",
     "@zano-project/zano-utils-js": "^0.0.3",
     "alchemy-sdk": "^3.6.5",
-    "applicationinsights": "^2.9.8",
     "arweave": "^1.15.7",
     "axios": "^1.15.0",
     "basic-ftp": "^5.0.5",
diff --git a/src/__tests__/tracing.spec.ts b/src/__tests__/tracing.spec.ts
new file mode 100644
index 0000000000..364563bd5e
--- /dev/null
+++ b/src/__tests__/tracing.spec.ts
@@ -0,0 +1,53 @@
+const mockStart = jest.fn();
+
+jest.mock('@opentelemetry/sdk-node', () => ({
+  NodeSDK: jest.fn().mockImplementation(() => ({ start: mockStart })),
+}));
+jest.mock('@opentelemetry/auto-instrumentations-node', () => ({
+  getNodeAutoInstrumentations: jest.fn(() => []),
+}));
+jest.mock('@opentelemetry/exporter-trace-otlp-http', () => ({
+  OTLPTraceExporter: jest.fn(),
+}));
+
+import { isClientError, startTracing } from '../tracing';
+
+describe('isClientError', () => {
+  it.each([
+    [400, true],
+    [404, true],
+    [499, true],
+    [500, false],
+    [503, false],
+    [399, false],
+    [200, false],
+  ])('classifies %i as client error = %s', (code, expected) => {
+    expect(isClientError(code)).toBe(expected);
+  });
+
+  it('treats a missing status code as not a client error', () => {
+    expect(isClientError(undefined)).toBe(false);
+  });
+});
+
+describe('startTracing', () => {
+  const original = process.env.OTEL_EXPORTER_OTLP_ENDPOINT;
+
+  afterEach(() => {
+    mockStart.mockClear();
+    if (original === undefined) delete process.env.OTEL_EXPORTER_OTLP_ENDPOINT;
+    else process.env.OTEL_EXPORTER_OTLP_ENDPOINT = original;
+  });
+
+  it('is disabled (returns undefined) without OTEL_EXPORTER_OTLP_ENDPOINT', () => {
+    delete process.env.OTEL_EXPORTER_OTLP_ENDPOINT;
+    expect(startTracing()).toBeUndefined();
+  });
+
+  it('starts the SDK when an endpoint is configured', () => {
+    process.env.OTEL_EXPORTER_OTLP_ENDPOINT = 'http://localhost:4318';
+    const sdk = startTracing();
+    expect(sdk).toBeDefined();
+    expect(mockStart).toHaveBeenCalledTimes(1);
+  });
+});
diff --git a/src/main.ts b/src/main.ts
index 94cfca839b..f36ee56483 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -1,8 +1,10 @@
+// Must be imported first: starts the OpenTelemetry SDK before any instrumented
+// library is loaded (see src/tracing.ts).
+import './tracing';
 import { ValidationPipe, VersioningType } from '@nestjs/common';
 import { NestFactory } from '@nestjs/core';
 import { WsAdapter } from '@nestjs/platform-ws';
 import { DocumentBuilder, SwaggerModule } from '@nestjs/swagger';
-import * as AppInsights from 'applicationinsights';
 import { spawnSync } from 'child_process';
 import { useContainer } from 'class-validator';
 import cors from 'cors';
@@ -40,24 +42,9 @@ process.on('uncaughtException', (error) => {
 });
 
 async function bootstrap() {
-  if (process.env.APPINSIGHTS_INSTRUMENTATIONKEY) {
-    AppInsights.setup().setAutoDependencyCorrelation(true).setAutoCollectConsole(true, true);
-    AppInsights.defaultClient.context.tags[AppInsights.defaultClient.context.keys.cloudRole] = 'dfx-api';
-
-    // Don't mark 4xx client errors as failures - only 5xx are real server errors
-    AppInsights.defaultClient.addTelemetryProcessor((envelope) => {
-      const data = envelope.data as { baseType?: string; baseData?: { responseCode?: string; success?: boolean } };
-      if (data.baseType === 'RequestData' && data.baseData?.responseCode) {
-        const responseCode = parseInt(data.baseData.responseCode, 10);
-        if (responseCode >= 400 && responseCode < 500) {
-          data.baseData.success = true;
-        }
-      }
-      return true;
-    });
-
-    AppInsights.start();
-  }
+  // Observability is initialized in src/tracing.ts (imported above): the
+  // OpenTelemetry SDK auto-instruments HTTP/DB/NestJS and exports traces via
+  // OTLP. 4xx-not-a-failure is handled there in the HTTP response hook.
 
   const app = await NestFactory.create(AppModule, { bodyParser: false });
 
diff --git a/src/shared/services/__tests__/dfx-logger.spec.ts b/src/shared/services/__tests__/dfx-logger.spec.ts
new file mode 100644
index 0000000000..5e26bb709d
--- /dev/null
+++ b/src/shared/services/__tests__/dfx-logger.spec.ts
@@ -0,0 +1,68 @@
+import { Logger } from '@nestjs/common';
+import { Span, SpanStatusCode, trace } from '@opentelemetry/api';
+import { DfxLogger } from '../dfx-logger';
+
+function fakeSpan(traceId = 'a'.repeat(32), spanId = 'b'.repeat(16)): jest.Mocked<Span> {
+  return {
+    recordException: jest.fn(),
+    addEvent: jest.fn(),
+    setStatus: jest.fn(),
+    spanContext: () => ({ traceId, spanId, traceFlags: 1 }),
+  } as unknown as jest.Mocked<Span>;
+}
+
+describe('DfxLogger', () => {
+  afterEach(() => jest.restoreAllMocks());
+
+  describe('without an active span', () => {
+    beforeEach(() => jest.spyOn(trace, 'getActiveSpan').mockReturnValue(undefined));
+
+    it('never throws and does not append a trace id', () => {
+      const logSpy = jest.spyOn(Logger.prototype, 'log').mockImplementation();
+      const errSpy = jest.spyOn(Logger.prototype, 'error').mockImplementation();
+
+      const logger = new DfxLogger('Test');
+      expect(() => logger.error('boom', new Error('x'))).not.toThrow();
+      expect(() => logger.info('hi')).not.toThrow();
+
+      expect(logSpy).toHaveBeenCalledWith('hi');
+      expect(errSpy).toHaveBeenCalledWith(expect.not.stringContaining('trace_id='));
+    });
+  });
+
+  describe('with an active span', () => {
+    it('records the exception and marks the span as error on error()', () => {
+      const span = fakeSpan();
+      jest.spyOn(trace, 'getActiveSpan').mockReturnValue(span);
+      jest.spyOn(Logger.prototype, 'error').mockImplementation();
+
+      const error = new Error('db down');
+      new DfxLogger('Test').error('failure', error);
+
+      expect(span.recordException).toHaveBeenCalledWith(error);
+      expect(span.setStatus).toHaveBeenCalledWith({ code: SpanStatusCode.ERROR, message: 'failure' });
+    });
+
+    it('adds an event but does not mark an error status on warn()', () => {
+      const span = fakeSpan();
+      jest.spyOn(trace, 'getActiveSpan').mockReturnValue(span);
+      jest.spyOn(Logger.prototype, 'warn').mockImplementation();
+
+      new DfxLogger('Test').warn('be careful');
+
+      expect(span.addEvent).toHaveBeenCalledWith('be careful');
+      expect(span.setStatus).not.toHaveBeenCalled();
+    });
+
+    it('appends the trace id to the log line so Loki can link to Tempo', () => {
+      const traceId = 'c'.repeat(32);
+      const span = fakeSpan(traceId);
+      jest.spyOn(trace, 'getActiveSpan').mockReturnValue(span);
+      const logSpy = jest.spyOn(Logger.prototype, 'log').mockImplementation();
+
+      new DfxLogger('Test').info('processing');
+
+      expect(logSpy).toHaveBeenCalledWith(expect.stringContaining(`trace_id=${traceId}`));
+    });
+  });
+});
diff --git a/src/shared/services/dfx-logger.ts b/src/shared/services/dfx-logger.ts
index 562a342e54..501fa9a065 100644
--- a/src/shared/services/dfx-logger.ts
+++ b/src/shared/services/dfx-logger.ts
@@ -1,7 +1,5 @@
 import { Logger } from '@nestjs/common';
-import { TelemetryClient } from 'applicationinsights';
-import { SeverityLevel } from 'applicationinsights/out/Declarations/Contracts';
-import * as AppInsights from 'applicationinsights';
+import { isSpanContextValid, SpanStatusCode, trace } from '@opentelemetry/api';
 
 export enum LogLevel {
   CRITICAL = 'Critical',
@@ -45,42 +43,58 @@ export class DfxLogger {
   }
 
   critical(message: string, error?: Error) {
-    this.trace(SeverityLevel.Critical, message, error);
+    this.recordOnSpan(message, error, true);
     this.logger.error(this.format(message, error));
   }
 
   error(message: string, error?: Error) {
-    this.trace(SeverityLevel.Error, message, error);
+    this.recordOnSpan(message, error, true);
     this.logger.error(this.format(message, error));
   }
 
   warn(message: string, error?: Error) {
-    this.trace(SeverityLevel.Warning, message, error);
+    this.recordOnSpan(message, error, false);
     this.logger.warn(this.format(message, error));
   }
 
   info(message: string, error?: Error) {
-    this.trace(SeverityLevel.Information, message, error);
     this.logger.log(this.format(message, error));
   }
 
   verbose(message: string, error?: Error) {
-    this.trace(SeverityLevel.Verbose, message, error);
     this.logger.verbose(this.format(message, error));
   }
 
   // --- HELPER METHODS --- //
 
-  private trace(severity: SeverityLevel, message: string, error?: Error) {
-    const trace = (this.context ? `[${this.context}] ` : '') + this.format(message, error);
-    this.client?.trackTrace({ severity, message: trace });
+  // Attach the log to the active trace span so warnings/errors surface on the
+  // request's trace and exceptions are correlated to it — the OpenTelemetry
+  // equivalent of App Insights' exception/trace tracking. No-op when there is
+  // no active span (background jobs, startup).
+  private recordOnSpan(message: string, error: Error | undefined, isError: boolean) {
+    const span = trace.getActiveSpan();
+    if (!span) return;
+
+    if (error) {
+      span.recordException(error);
+    } else {
+      span.addEvent(message);
+    }
+
+    if (isError) span.setStatus({ code: SpanStatusCode.ERROR, message });
   }
 
   private format(message: string, error?: Error): string {
-    return message + (error ? ` ${error?.stack}` : '');
+    return message + (error ? ` ${error?.stack}` : '') + this.traceContext();
   }
 
-  private get client(): TelemetryClient | undefined {
-    return AppInsights.defaultClient;
+  // Append the active trace id so Grafana can link a Loki log line straight to
+  // its Tempo trace (the Loki data source matches `trace_id=<hex>`).
+  private traceContext(): string {
+    const span = trace.getActiveSpan();
+    if (!span) return '';
+
+    const ctx = span.spanContext();
+    return isSpanContextValid(ctx) ? ` trace_id=${ctx.traceId} span_id=${ctx.spanId}` : '';
   }
 }
diff --git a/src/tracing.ts b/src/tracing.ts
new file mode 100644
index 0000000000..2c4abc5b2b
--- /dev/null
+++ b/src/tracing.ts
@@ -0,0 +1,63 @@
+import { SpanStatusCode } from '@opentelemetry/api';
+import { getNodeAutoInstrumentations } from '@opentelemetry/auto-instrumentations-node';
+import { OTLPTraceExporter } from '@opentelemetry/exporter-trace-otlp-http';
+import { NodeSDK } from '@opentelemetry/sdk-node';
+import { ServerResponse } from 'http';
+
+// OpenTelemetry tracing for dfx-api.
+//
+// This module is imported first in main.ts so the SDK starts before any
+// instrumented library (http, pg/TypeORM, …) is loaded — otherwise the
+// auto-instrumentation cannot patch them. It replaces the previous App
+// Insights setup; the exporter target is supplied exclusively through
+// OTEL_EXPORTER_OTLP_ENDPOINT (no hardcoded collector address). When the
+// variable is unset, tracing is disabled and the app boots unchanged.
+//
+// The exported helpers are pure and unit-tested; startTracing() has the side
+// effect of registering the global SDK.
+
+/**
+ * HTTP 4xx (client error) check. dfx-api marks 4xx server spans as successful
+ * so they are not counted as failures — the OpenTelemetry equivalent of the
+ * old App Insights telemetry processor (only 5xx are real server errors).
+ */
+export function isClientError(statusCode?: number): boolean {
+  return statusCode != null && statusCode >= 400 && statusCode < 500;
+}
+
+let sdk: NodeSDK | undefined;
+
+export function startTracing(): NodeSDK | undefined {
+  // Disabled unless a collector endpoint is configured (e.g. on LOC / in tests).
+  if (!process.env.OTEL_EXPORTER_OTLP_ENDPOINT) return undefined;
+  if (sdk) return sdk;
+
+  sdk = new NodeSDK({
+    serviceName: 'dfx-api',
+    // Reads OTEL_EXPORTER_OTLP_ENDPOINT from the environment and posts spans
+    // to <endpoint>/v1/traces.
+    traceExporter: new OTLPTraceExporter(),
+    instrumentations: [
+      getNodeAutoInstrumentations({
+        // Filesystem spans are pure noise for an API service.
+        '@opentelemetry/instrumentation-fs': { enabled: false },
+        '@opentelemetry/instrumentation-http': {
+          // Mark incoming 4xx responses as non-failures (App Insights parity).
+          // Only server responses are touched; outbound client 4xx keep their
+          // default status so dependency failures stay visible.
+          responseHook: (span, response) => {
+            if (response instanceof ServerResponse && isClientError(response.statusCode)) {
+              span.setStatus({ code: SpanStatusCode.OK });
+            }
+          },
+        },
+      }),
+    ],
+  });
+
+  sdk.start();
+
+  return sdk;
+}
+
+startTracing();

From c4bfeb3440fb15d12ed41901cae4e79d94914fb1 Mon Sep 17 00:00:00 2001
From: TaprootFreak <142087526+TaprootFreak@users.noreply.github.com>
Date: Thu, 4 Jun 2026 23:33:18 +0200
Subject: [PATCH 2/2] refactor(observability): enforce 4xx-not-a-failure via a
 span processor
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The HTTP responseHook ran before the instrumentation's own server-span
status logic, so it could not override 4xx statuses. Replace it with a
ClientErrorSpanProcessor that runs on span end (after instrumentation):
it resets 4xx SERVER spans that were flagged ERROR (e.g. by a request that
logs through DfxLogger.error) back to UNSET, so only 5xx count as failures —
matching the old App Insights telemetry processor. Add unit tests for the
processor and the status classifier.
---
 package-lock.json             |  1 +
 package.json                  |  1 +
 src/__tests__/tracing.spec.ts | 40 +++++++++++++++++++++-
 src/tracing.ts                | 63 +++++++++++++++++++++++++----------
 4 files changed, 86 insertions(+), 19 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index 538a0d877d..f2bb14c3c3 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -45,6 +45,7 @@
         "@opentelemetry/auto-instrumentations-node": "^0.76.0",
         "@opentelemetry/exporter-trace-otlp-http": "^0.218.0",
         "@opentelemetry/sdk-node": "^0.218.0",
+        "@opentelemetry/sdk-trace-base": "^2.7.1",
         "@railgun-community/engine": "^9.4.0",
         "@scure/bip32": "^1.6.2",
         "@scure/bip39": "^1.5.4",
diff --git a/package.json b/package.json
index 88a220cebd..c0b3d4c69e 100644
--- a/package.json
+++ b/package.json
@@ -62,6 +62,7 @@
     "@opentelemetry/auto-instrumentations-node": "^0.76.0",
     "@opentelemetry/exporter-trace-otlp-http": "^0.218.0",
     "@opentelemetry/sdk-node": "^0.218.0",
+    "@opentelemetry/sdk-trace-base": "^2.7.1",
     "@railgun-community/engine": "^9.4.0",
     "@scure/bip32": "^1.6.2",
     "@scure/bip39": "^1.5.4",
diff --git a/src/__tests__/tracing.spec.ts b/src/__tests__/tracing.spec.ts
index 364563bd5e..424a36e058 100644
--- a/src/__tests__/tracing.spec.ts
+++ b/src/__tests__/tracing.spec.ts
@@ -10,7 +10,17 @@ jest.mock('@opentelemetry/exporter-trace-otlp-http', () => ({
   OTLPTraceExporter: jest.fn(),
 }));
 
-import { isClientError, startTracing } from '../tracing';
+import { SpanKind, SpanStatusCode } from '@opentelemetry/api';
+import { ReadableSpan } from '@opentelemetry/sdk-trace-base';
+import { ClientErrorSpanProcessor, isClientError, startTracing } from '../tracing';
+
+function fakeSpan(kind: SpanKind, statusCode: SpanStatusCode, httpStatus?: number): ReadableSpan {
+  return {
+    kind,
+    status: { code: statusCode },
+    attributes: httpStatus == null ? {} : { 'http.response.status_code': httpStatus },
+  } as unknown as ReadableSpan;
+}
 
 describe('isClientError', () => {
   it.each([
@@ -30,6 +40,34 @@ describe('isClientError', () => {
   });
 });
 
+describe('ClientErrorSpanProcessor', () => {
+  const processor = new ClientErrorSpanProcessor();
+
+  it('resets a 4xx SERVER span that was marked ERROR back to UNSET', () => {
+    const span = fakeSpan(SpanKind.SERVER, SpanStatusCode.ERROR, 404);
+    processor.onEnd(span);
+    expect(span.status.code).toBe(SpanStatusCode.UNSET);
+  });
+
+  it('keeps 5xx SERVER spans as ERROR', () => {
+    const span = fakeSpan(SpanKind.SERVER, SpanStatusCode.ERROR, 500);
+    processor.onEnd(span);
+    expect(span.status.code).toBe(SpanStatusCode.ERROR);
+  });
+
+  it('does not touch CLIENT spans (outbound dependency 4xx stay visible)', () => {
+    const span = fakeSpan(SpanKind.CLIENT, SpanStatusCode.ERROR, 404);
+    processor.onEnd(span);
+    expect(span.status.code).toBe(SpanStatusCode.ERROR);
+  });
+
+  it('leaves an already non-error 4xx span untouched', () => {
+    const span = fakeSpan(SpanKind.SERVER, SpanStatusCode.UNSET, 404);
+    processor.onEnd(span);
+    expect(span.status.code).toBe(SpanStatusCode.UNSET);
+  });
+});
+
 describe('startTracing', () => {
   const original = process.env.OTEL_EXPORTER_OTLP_ENDPOINT;
 
diff --git a/src/tracing.ts b/src/tracing.ts
index 2c4abc5b2b..937f4f5fb1 100644
--- a/src/tracing.ts
+++ b/src/tracing.ts
@@ -1,8 +1,8 @@
-import { SpanStatusCode } from '@opentelemetry/api';
+import { SpanKind, SpanStatusCode } from '@opentelemetry/api';
 import { getNodeAutoInstrumentations } from '@opentelemetry/auto-instrumentations-node';
 import { OTLPTraceExporter } from '@opentelemetry/exporter-trace-otlp-http';
 import { NodeSDK } from '@opentelemetry/sdk-node';
-import { ServerResponse } from 'http';
+import { BatchSpanProcessor, ReadableSpan, SpanProcessor } from '@opentelemetry/sdk-trace-base';
 
 // OpenTelemetry tracing for dfx-api.
 //
@@ -17,14 +17,50 @@ import { ServerResponse } from 'http';
 // effect of registering the global SDK.
 
 /**
- * HTTP 4xx (client error) check. dfx-api marks 4xx server spans as successful
- * so they are not counted as failures — the OpenTelemetry equivalent of the
- * old App Insights telemetry processor (only 5xx are real server errors).
+ * HTTP 4xx (client error) check.
  */
 export function isClientError(statusCode?: number): boolean {
   return statusCode != null && statusCode >= 400 && statusCode < 500;
 }
 
+function httpStatusCode(span: ReadableSpan): number | undefined {
+  // Stable semconv first, then the legacy attribute.
+  const value = span.attributes['http.response.status_code'] ?? span.attributes['http.status_code'];
+  return value == null ? undefined : Number(value);
+}
+
+/**
+ * Marks 4xx client errors as non-failures, replicating the old App Insights
+ * telemetry processor (only 5xx are real server errors). OTel's HTTP server
+ * instrumentation already leaves 4xx spans unset, but a request that logs via
+ * DfxLogger.error would otherwise flip its own server span to ERROR — this
+ * processor runs on span end (after instrumentation) and resets such 4xx
+ * server spans back to UNSET, so the 5xx error-rate dashboards stay accurate.
+ */
+export class ClientErrorSpanProcessor implements SpanProcessor {
+  onStart(): void {
+    // no-op
+  }
+
+  onEnd(span: ReadableSpan): void {
+    if (
+      span.kind === SpanKind.SERVER &&
+      span.status.code === SpanStatusCode.ERROR &&
+      isClientError(httpStatusCode(span))
+    ) {
+      (span.status as { code: SpanStatusCode; message?: string }).code = SpanStatusCode.UNSET;
+    }
+  }
+
+  forceFlush(): Promise<void> {
+    return Promise.resolve();
+  }
+
+  shutdown(): Promise<void> {
+    return Promise.resolve();
+  }
+}
+
 let sdk: NodeSDK | undefined;
 
 export function startTracing(): NodeSDK | undefined {
@@ -34,23 +70,14 @@ export function startTracing(): NodeSDK | undefined {
 
   sdk = new NodeSDK({
     serviceName: 'dfx-api',
-    // Reads OTEL_EXPORTER_OTLP_ENDPOINT from the environment and posts spans
-    // to <endpoint>/v1/traces.
-    traceExporter: new OTLPTraceExporter(),
+    // The 4xx-not-a-failure processor runs before the exporting batch
+    // processor so corrected statuses are what gets exported. The exporter
+    // reads OTEL_EXPORTER_OTLP_ENDPOINT from the environment.
+    spanProcessors: [new ClientErrorSpanProcessor(), new BatchSpanProcessor(new OTLPTraceExporter())],
     instrumentations: [
       getNodeAutoInstrumentations({
         // Filesystem spans are pure noise for an API service.
         '@opentelemetry/instrumentation-fs': { enabled: false },
-        '@opentelemetry/instrumentation-http': {
-          // Mark incoming 4xx responses as non-failures (App Insights parity).
-          // Only server responses are touched; outbound client 4xx keep their
-          // default status so dependency failures stay visible.
-          responseHook: (span, response) => {
-            if (response instanceof ServerResponse && isClientError(response.statusCode)) {
-              span.setStatus({ code: SpanStatusCode.OK });
-            }
-          },
-        },
       }),
     ],
   });