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Software-GesundheitsberichtSchema 0.23.0 · Metriken 1.13.0 · 2026-07-21 20:46 UTC

appsignal / appsignal-elixir

🟪 AppSignal for Elixir package

ElixirMIT★ 292 Sterne⑂ 90 Forksseit Juli 2016Auf GitHub ansehen ↗

appsignal/appsignal-elixir erreicht einen Gesundheitsindex von 66 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (73/100) ab, am schwächsten bei Security (46/100). Zuletzt vor 12 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

66
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

66
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

AppSignalOrganisation
32 Follower56 öffentliche Reposseit März 2013

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Hexappsignal2.17.491.869280vor 12 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

67Mittel · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 12 Tagen
15.9/36Commit-Rhythmus — 23/52 Wochen mit Commits
17.5/18Commit-Volumen — 88 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 22 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year88
human_commit_share1
days_since_last_push12
active_weeks_last_year23
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
0/36Release-Aktualität — letztes Release vor 1.902 Tagen
27/27Release-Rhythmus — ein Release etwa alle 12,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tag2.1.7
releases_from_tagsnein
days_since_latest_release1.902
mean_days_between_releases12,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

68Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
40/60Stars — 292 Stars
16.2/25Forks — 90 Forks
4.7/15Watcher — 8 Watcher
Verwendete Eingangsdaten
forks90
stars292
watchers8
growth_stateorganic
growth_factor_pct100
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein
Wie die Bewertung erfolgt
66.2/80Downloads pro Monat — 91.869 Downloads/Monat über hex
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesappsignal
dependents
ecosystemshex
total_downloads9.367.430
monthly_downloads91.869
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

70Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
10/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 56 % der Commits
13.5/13.5Breite der Beitragenden — 50 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled50
top_contributor_share0,557
Wie die Bewertung erfolgt
44.8/46.8Issue-Lösungsquote — 96 % der Issues geschlossen
34.3/38.3PR-Annahme — 596/665 entschiedene PRs gemergt
6/15OpenSSF Scorecard: Code-Review — Found 6/15 approved changesets -- score normalized to 4
Verwendete Eingangsdaten
merged_prs596
open_issues16
closed_issues369
issue_closed_ratio0,958
closed_unmerged_prs69
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
10.9/25Reichweite des Inhabers — 32 Follower von appsignal
24.8/25Kontohistorie — 56 öffentliche Repos, Kontoalter ca. 13 Jahre
Verwendete Eingangsdaten
followers32
owner_typeOrganization
is_verified
owner_loginappsignal
public_repos56
account_age_days4.864

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf hex
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 12 Tagen
20/20Versionshistorie — 280 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesappsignal
ecosystemshex
any_deprecatednein
min_days_since_publish12

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

73Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.appsignal.com/elixir
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsappsignal, error-monitoring, performance-monitoring, custom-instrumentation, elixir, custom-metrics, host-metrics, phoenix, plug, apm
has_wikinein
homepagehttps://www.appsignal.com/elixir
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

46Gefährdet · 16 % des Gesamtindex

Sicherheitslage

46Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.8/2.5CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 6/15 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 11 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 22 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

47Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 80 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,8
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifestsmix.exs
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Elixir ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/140 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageElixir
largest_source_bytes49.170
source_files_sampled140
oversized_source_files0

Eckdaten

292GitHub-Sterne
50Mitwirkende
88Commits, letzte 12 Monate
12Tage seit letztem Push
100Releases
1Bus-Faktor
16offene Issues
HexPaket-Ökosysteme

Weitere Details

Stern- und Fork-Verlauf 292 ★ / 90 ⇿
292Sterne
90Forks
100Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

0501001502002503002928962016-082021-082026-07
Major 1Minor 9Patch 61

Jeder Punkt umfasst 10 Tage.

OpenSSF Scorecard 4.6 / 10
4.6Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-21 20:46 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
7CI-Tests8 out of 11 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 6/15 approved changesets -- score normalized to 4
10Contributorsproject has 11 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained22 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 14
RegistryPaketVersionsvorgabeManifest
Hexconfigmix.exs
Hexokmix.exs
Hexno_warnpriv/plts/dialyzer.pltmix.exs
Hexlogger_backends~> 1.0mix.exs
Hexhpax>= 1.0.0 and < 1.0.4mix.exs
Hexcastore~> 1.0mix.exs
Hexcertifi~> 2.14mix.exs
Hexdecimal~> 2.0 or ~> 3.1mix.exs
Hexbenchee~> 1.0mix.exs
Hexfinchmix.exs
Hexjason~> 1.0mix.exs
Hexdecoratormix.exs
Hextelemetrymix.exs
Hexhttpoisonmix.exs
Alle Abhängigkeiten 0

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 0 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Abhängigkeits-Advisories nicht bewertet

Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies to assess

JSON-Rohbericht maschinenlesbar
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          "oid": "a81adc027bf3e4637e5388c450b5c6752d0a0eec",
          "body": "Validate mono changesets in CI",
          "is_bot": false,
          "headline": "Merge pull request #1037 from appsignal/validate-mono-changesets",
          "author_name": "Noemi",
          "author_login": "unflxw",
          "committed_at": "2026-04-02T16:26:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33906542d170a643b82eaa00c00e559689ded48a",
          "body": "Add changeset validation with `mono changeset validate` as a\nreusable workflow, and reference it from the CI and publish\nrelease workflows.",
          "is_bot": false,
          "headline": "Validate mono changesets in CI",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-04-02T15:46:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "433b4ac912953b61ea977c70ba4bdbd6df3bc87a",
          "body": "The agent update and changesets are updated automatically.\n\n[skip review]",
          "is_bot": false,
          "headline": "Update agent to version 0.36.11",
          "author_name": "AppSignal release bot (as lipskis)",
          "author_login": "AppSignalReleaseBot",
          "committed_at": "2026-04-02T10:20:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58247fddda6c89d1f426cbf317234a70b297d40e",
          "body": null,
          "is_bot": false,
          "headline": "Add note about decorator concerns",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-27T10:53:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db28ec495b426edc385b4212adca221798b5cc0e",
          "body": "The documentation's general outline is solid, but it goes into\ncode-level detail by including code snippets and referring directly to\nlines in the code base. This commit removes those, as well as somea\nredundant documentation files, to keep the documentation short and\nto the point.",
          "is_bot": false,
          "headline": "Remove useless cruft from docs",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-27T10:37:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ecd731c0fe7a011a63ce4d7569d5e6c7129621f6",
          "body": "This commit removes two minor compiler warnings:\n\n- Remove unused \"require Logger\" from MapFilter module\n- Prefix unused opts parameter with underscore in FakeDebounce test\n  support module\n\nThese warnings don't affect functionality but create noise in the test\noutput.",
          "is_bot": false,
          "headline": "Fix unused require and parameter warnings",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:37:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d840533b80615be6e72ef210cf4f52b7fba7f506",
          "body": "The :ssl.cipher_suites/0 function is deprecated in favor of\n:ssl.cipher_suites/2.\n\nSince Elixir 1.11+ requires OTP 21+, we can remove the conditional\ncode for older OTP versions and always use the newer API.\n\nThis simplifies the code and fixes deprecation warnings:\nwarning: :ssl.cipher_suites/0 is undefined or private,\nuse cipher_suites/2,3 instead",
          "is_bot": false,
          "headline": "Remove deprecated :ssl.cipher_suites/0 call",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:37:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f88521d48906e04a4fe566e7ab4ebbbf90dab52",
          "body": "Logger.disable/1 and Logger.enable/1 are deprecated in favor of\nLogger.put_process_level/2 and Logger.delete_process_level/1.\n\nThis commit updates the test helper function to use the new API.\n\nThis fixes deprecation warnings:\nwarning: Logger.disable/1 is deprecated.\nUse Logger.put_process_level(pid, :none) instead\n\nwarning: Logger.enable/1 is deprecated.\nUse Logger.delete_process_level(pid) instead",
          "is_bot": false,
          "headline": "Replace deprecated Logger.disable/enable with process-level API",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:37:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95f006c032f3e76b9c467428e614944e85f65107",
          "body": "Logger.add_backend/1 and Logger.remove_backend/1 are deprecated in\nElixir 1.15+, replaced by LoggerBackends.add/2 and\nLoggerBackends.remove/2 from the :logger_backends dependency.\n\nThis commit:\n- Adds :logger_backends dependency for Elixir 1.15+\n- Creates Appsignal.Utils.LoggerHandler module as a co\n[…]\nger.add_backend/1 is deprecated.\nUse LoggerBackends.add/2 from :logger_backends dependency\n\nwarning: Logger.remove_backend/1 is deprecated.\nUse LoggerBackends.remove/2 from :logger_backends dependency",
          "is_bot": false,
          "headline": "Add logger_backends dependency and compatibility layer",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:36:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "205a63a8fd83a7853b5188b4e1b3b0599dab4851",
          "body": "ExUnit requires @describetag to be placed inside describe blocks, not\nbefore them.\nMoving @tag :skip_env_test_no_nif to @describetag inside the describe\nblocks fixes compilation errors.\n\nThis fixes the following error:\n** (RuntimeError) @describetag must be set inside describe/2 blocks",
          "is_bot": false,
          "headline": "Fix @tag usage before describe blocks",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:36:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eff6b1b1d9c921c4d6992b5022b7e38afe3807cf",
          "body": "Covers test helpers, fake implementations (Tracer, Span, Nif, Monitor),\ntesting instrumentation, framework integration testing, and common\ntesting patterns and pitfalls.",
          "is_bot": false,
          "headline": "Add documentation for testing infrastructure",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c58b257dbd984de676672c105003f773814bff63",
          "body": "Explains how AppSignal uses the :telemetry library for event-driven\ninstrumentation, the attachment pattern, event structure, and how to\ncreate custom telemetry handlers.",
          "is_bot": false,
          "headline": "Add documentation for telemetry integration",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79b458c0802aee1dba640cf9f797748986340f9a",
          "body": "Covers span creation (root vs child), operations (attributes, errors,\nsample data), closing, time handling, nil handling, and registry\nintegration.",
          "is_bot": false,
          "headline": "Add documentation for span lifecycle and event handling",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "153d89059518919cd1fe8b29ace35483fc4ad41a",
          "body": "Covers the telemetry-based integration pattern used by Ecto, Oban,\nFinch, Tesla, and Absinthe integrations. Explains why most are enabled\nby default and how to add custom integrations.",
          "is_bot": false,
          "headline": "Add documentation for framework integrations",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "114246b6f6842934a252289a4e30cf11461a2527",
          "body": "This document covers the error backend architecture and why it's\ndisabled by default, including:\n\n- Three ways errors get reported (manual, automatic, backend)\n- Error backend as a Logger gen_event behavior\n- Crash reason handling and PID extraction\n- Cowboy error filtering from June 2023\n- Span loo\n[…]\nelying on the backend\n\nThe documentation explains that the error backend is a relic from\nbefore proper framework integrations existed, and why modern\ninstrumentation approaches provide better context.",
          "is_bot": false,
          "headline": "Add documentation for error handling and error backend",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4c92f95648b1dd3ab3fdb2ca5f8bf312972441ff",
          "body": "This document covers both functional and decorator-based instrumentation\napproaches, including:\n\n- Functional instrumentation with instrument/2 and instrument/3\n- Root span instrumentation for background jobs\n- Closing current span fix for out-of-order span closing\n- Error reporting patterns (set_er\n[…]\n\nThe documentation explains the fix for Phoenix render functions that\ncreate spans out of order, and why decorator-generated names switched\nfrom slashes to underscores for OpenTelemetry compatibility.",
          "is_bot": false,
          "headline": "Add documentation for instrumentation and decorators",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "78716eb6bd2d59a36e6ba3f804c7ac2570d0b6d1",
          "body": "This document covers the layered configuration system that merges\nsettings from multiple sources, including:\n\n- Configuration source priority (defaults, system detection, application\n  config, environment variables)\n- Type conversion for environment variables\n- Validation (only push_api_key is requi\n[…]\nnation and log file path caching\n\nThe documentation explains design decisions like why most integrations\ndefault to enabled and why configuration sources are tracked separately\nfor debugging purposes.",
          "is_bot": false,
          "headline": "Add documentation for configuration system",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d09cc54a47fd1ef5b1865b8076dadcbb02a522c6",
          "body": "This document covers the architecture and implementation of the Native\nImplemented Function (NIF) layer that connects Elixir to the Rust-based\nAppSignal agent, including:\n\n- How the NIF is loaded and why it always returns :ok\n- Fallback implementations for testing without the agent\n- Erlang resource\n[…]\nructures\n- Error handling strategies\n\nThe documentation explains the thin C extension layer that translates\nbetween Elixir and the Rust agent's C API, and why business logic is\nkept out of the C code.",
          "is_bot": false,
          "headline": "Add documentation for NIF and Rust agent integration",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5b7f20cf4cefe75b96656bc0178a3df4ac93ee0",
          "body": "This document covers the design and implementation of the ETS-based span\nregistry used by Appsignal.Tracer, including:\n\n- Why :duplicate_bag was chosen for the table type\n- How process monitoring ensures cleanup of orphaned spans\n- Performance optimizations that removed redundant running checks\n- Th\n[…]\ntorical evolution of the implementation\n\nThe documentation focuses on architectural decisions that weren't\npreviously written down, particularly around the performance\noptimizations made in June 2023.",
          "is_bot": false,
          "headline": "Add documentation for tracer registry (ETS table)",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2026-03-19T14:02:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c09bc222efc24430422b4a4007ff64bbe0ce8901",
          "body": "Remove extra empty lines around changelog content.\n\n[skip changelog]",
          "is_bot": false,
          "headline": "Fix entry format for public changelog (#1033)",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2026-03-12T12:21:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcd3d1fa3b12b07e903d51a0dc79dded7aba499a",
          "body": "Update version number and CHANGELOG.md.",
          "is_bot": false,
          "headline": "Publish package v2.17.0",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-09T14:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79e6b4af74ce2d80a6564ac686452db66f032a3f",
          "body": "Ignore the LSP's build folder.",
          "is_bot": false,
          "headline": "Ignore `.elixir_ls` in Git repository",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-09T14:40:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c367502e010b8acbbd703ffe3460040528654a7",
          "body": "Fix the `URI.to_string` Dialyzer warning for the newly added\nHTTPoison instrumentation.",
          "is_bot": false,
          "headline": "Fix Dialyzer 1.4 warning for HTTPoison",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-09T14:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fc16a9c888448b29dcba15e511d286f40982bd5",
          "body": "- update lint/test jobs to Elixir 1.19 / OTP 28\n- update test matrix primary to Elixir 1.19.5\n- add Elixir 1.18 / OTP 27 as include entry\n- remove the OTP 28 workaround\n- quote all version values as YAML strings\n- drop `.x` suffixes from version ranges\n- bump and resolve dialyzer errors\n\n[skip changeset]",
          "is_bot": false,
          "headline": "CI housekeeping",
          "author_name": "Ang",
          "author_login": "kianmeng",
          "committed_at": "2026-03-09T14:08:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27558752293a75cf99a703a09bfc7b084721528d",
          "body": "Add HTTPoison instrumentation",
          "is_bot": false,
          "headline": "Merge pull request #1030 from appsignal/httpoison-instrumentation",
          "author_name": "Noemi",
          "author_login": "unflxw",
          "committed_at": "2026-03-06T14:47:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0cc8ee1fb361285e6bec699b360d1051e0dfe45",
          "body": "Fix tests",
          "is_bot": false,
          "headline": "Merge pull request #1029 from appsignal/fix-tests",
          "author_name": "Noemi",
          "author_login": "unflxw",
          "committed_at": "2026-03-06T14:46:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f667373ae7e02ae68f45547bf5a179fc9e0121c0",
          "body": "Appsignal.HTTPoison and Appsignal.HTTPoison.Base wrap HTTPoison\nrequests with AppSignal spans. Use Appsignal.HTTPoison in place of\nHTTPoison when making requests, or replace use HTTPoison.Base with\nuse Appsignal.HTTPoison.Base for custom client modules. Response\ntypes (%HTTPoison.Response{}, %HTTPoison.Error{}, etc.) are unchanged.",
          "is_bot": false,
          "headline": "Add HTTPoison instrumentation",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-06T11:33:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8018246be97f9247e3ae0b44710695d78cc5f9d2",
          "body": "Mock interactions between the installation helper and the filesystem,\nthe network or the operating system.\n\nFix issues where the tests would fail due to differences in the\nenvironment they ran on or the state of the filesystem, such as when\nthe test depended on the installation and download reports \n[…]\nntalises those interactions into helpers scoped\nto a specific purpose, then mocks usages of those helpers to test\ndifferent scenarios, adding testing to the installation and report\ngeneration process.",
          "is_bot": false,
          "headline": "Test installation helper and report",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-04T17:48:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf1da5a23df98188e74ca0c1d9dc26784d835916",
          "body": "The diagnose tests had a dependency on the state of the report files\nthat were left after installing the extension. This would work on CI,\nwhere the state was always an installation from download that worked\nas expected, but it wouldn't always work locally, where the extension\ncould be re-installed \n[…]\ned artifact.\n\nThis commit mocks away the reports for the diagnose tests, testing\nthe behaviour of the diagnose is as expected without relying on\nleftover state from the extension installation process.",
          "is_bot": false,
          "headline": "Fix diagnose tests dependency on reports",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-04T13:25:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "347ccce65f62d4dec67f967a051d519137ac9c94",
          "body": "This ensures that the installation of the extension itself is always\nperformed using real modules and dependencies.\n\nFixes #993.",
          "is_bot": false,
          "headline": "Remove environment config before extension install",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-03-04T10:47:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d15922a9a159f19853f2cb0effe8a696e7ffa3b5",
          "body": "Update bundled CA certificates",
          "is_bot": false,
          "headline": "Merge pull request #1027 from appsignal/update-cacert",
          "author_name": "Noemi",
          "author_login": "unflxw",
          "committed_at": "2026-02-25T11:09:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16dbdc2718e6618a9fae67db78b2c8482712907d",
          "body": "Update the bundled copy of Mozilla's CA certificates to the\nlatest version.\n\nSee: https://github.com/appsignal/integration-guide/blob/main/maintain/updating-bundled-certificates.md",
          "is_bot": false,
          "headline": "Update bundled CA certificates",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-02-23T13:20:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1c596e95cb5412c0f4c16295379161b0f49faf2",
          "body": "Fix `credo` warning on `Map.get` use",
          "is_bot": false,
          "headline": "Merge pull request #1026 from appsignal/fix-credo-map-ci-warning",
          "author_name": "Noemi",
          "author_login": "unflxw",
          "committed_at": "2026-02-10T10:49:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c479973ec2083532dc9834b8a23e2db5c62a52e",
          "body": "Credo doesn't like when you use `Map.get` in a conditional, instead\npreferring the use of `Map.has_key?`. Rearrange things around to\nsilence this warning.",
          "is_bot": false,
          "headline": "Fix `credo` warning on `Map.get` use",
          "author_name": "Noemi Lapresta",
          "author_login": "unflxw",
          "committed_at": "2026-02-09T16:58:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10873db23a65f495620c5aef9e1cd95f27811635",
          "body": "The repo changed, so update the location of the workflow.\nUse the filename as the workflow ID, this should work and is easier to\nfind than the workflow ID.\n\n[skip changeset]\n[skip review]",
          "is_bot": false,
          "headline": "Update changelog PR dispatch URL (#1025)",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2026-02-09T16:14:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f291ee0f944b96308dd3ddf577056ae0e347f144",
          "body": "Circumvent Elixir main types issue by avoiding Map.keys/0",
          "is_bot": false,
          "headline": "Merge pull request #1023 from appsignal/elixir-main-types",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-08T13:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d97ae92e46e90566a12924d1c69d765a44f0709c",
          "body": "In a test failure on ELixir main[1], we're running into an issue where\nthe types can't be checked for one of the tests.\n\nSome digging around revealed the issue can be circumvented by avoiding\nthe use of Map.keys/0.\n\n[1]: https://github.com/appsignal/appsignal-elixir/actions/runs/20026302438/job/57424384355\n\n[skip changeset]",
          "is_bot": false,
          "headline": "Circumvent Elixir main types issue by avoiding Map.keys/0",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-08T12:01:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92333776dd3db2282b6cc22f2993d58380de3502",
          "body": "Lock to plug < 1.19 on Elixir < 1.14",
          "is_bot": false,
          "headline": "Merge pull request #1022 from appsignal/plug-1.19",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-08T11:18:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79edac6bc6d58e52228e1915406c927ea5602407",
          "body": "Changes in Plug 1.19 broke support for Elixir versions before\n1.14. We're still running Elixir 1.11, 1.12 and 1.13 on CI, and the\nrelease of Plug 1.19 broke the build on those.\n\nLock the Plug dependency to < 1.19 on Elixir versions before 1.14 to\nfix the build.\n\n[skip changeset]",
          "is_bot": false,
          "headline": "Lock to plug < 1.19 on Elixir < 1.14",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-08T11:13:05Z",
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        {
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          "body": "Don't use length() as it's expensive",
          "is_bot": false,
          "headline": "Merge pull request #1021 from appsignal/no-length",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-08T10:35:38Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2c3dcdc5a04e12d40aedc571087e27db41dfa1b7",
          "body": "Replace expensive length/1 calls with more performant alternatives\nto fix Credo warnings flagged in CI[1].\n\n- In scheduler.ex: Use pattern matching [_ | _] instead of\n  length(events) > 0 in guard clause\n- In test files: Replace assert length(stack) > 0 with\n  refute Enum.empty?(stack) for clearer i\n[…]\nthe same functionality while following Elixir\nbest practices for checking list emptiness.\n\n[1]: https://github.com/appsignal/appsignal-elixir/actions/runs/19948488321/job/57203328408\n\n[skip changeset]",
          "is_bot": false,
          "headline": "Don't use length() as it's expensive",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-05T13:16:24Z",
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        {
          "oid": "e9571dc496ef8ce105f5cd8ea9611a9f7b698ed0",
          "body": "Update version number and CHANGELOG.md.",
          "is_bot": false,
          "headline": "Publish package v2.16.0",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-01T13:46:12Z",
          "body_truncated": false,
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          "oid": "ab6d589781326ade6f5fc33d595b8a7a34be94a6",
          "body": "Disable error backend by default",
          "is_bot": false,
          "headline": "Merge pull request #1019 from appsignal/disable-error-logger-by-default",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-12-01T13:42:56Z",
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        {
          "oid": "9d2916da4d60a9f5e70e41a7623faa7d29964c44",
          "body": "Update the diagnose tests to assert the error logger is disabled by\ndefault.",
          "is_bot": false,
          "headline": "Update integration tests to assert the disabled error logger",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-11-27T10:34:43Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "17c6f325d10fc36f6679767131e36ba3574b87ec",
          "body": "The error backend is now disabled by default, so it needs to be\nenabled explicitly to test its functionality. Because the\nconfiguration option is read once, AppSignal already decided to not\nattach the backend. To test it, attach it manually.",
          "is_bot": false,
          "headline": "Attach error_backend in Error.BackendTest",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-11-27T10:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5efd91792477d778f06a40da01392f7915b5fd7c",
          "body": "Make the error backend opt-in by changing the default value of\nenable_error_backend from true to false. This ensures that users must\nexplicitly enable the error backend if they want to use it.\n\nEnsure this works by updating the defaults in the config_test.exs.",
          "is_bot": false,
          "headline": "Disable error backend by default",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-11-27T10:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "Update diagnose tests to most recent version",
          "is_bot": false,
          "headline": "Merge pull request #1020 from appsignal/update-diagnose-tests",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-11-27T10:01:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c53b5f040d9fd1acb9209faf142d951d6d97f95",
          "body": "Update the diagnose tests submodule to the current version, in\nanticipation of a pull request that needs to update them. This is to\nmake sure the diagnose tests work on the current version before making\nchanges.",
          "is_bot": false,
          "headline": "Update diagnose tests to most recent version",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-11-26T14:29:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9430b27c8326132a6e2d22ce8260d3cf2e1fdb11",
          "body": "Update version number and CHANGELOG.md.",
          "is_bot": false,
          "headline": "Publish package v2.15.11",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-09T10:01:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58ffb33fbe013e1e6f0f4fc999267e3f05b061bd",
          "body": "Add support for Oban timeouts",
          "is_bot": false,
          "headline": "Merge pull request #1018 from appsignal/oban-timeout",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-09T09:28:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "ac4effed4e11096727dbb3740014b4672dd23f10",
          "body": "Co-authored-by: Noemi <45180344+unflxw@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update .changesets/add-support-for-oban-timeout-exceptions.md",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-08T15:27:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "465a385806c7edddfe1188d40a52bb92cce365eb",
          "body": "\"Add support for Oban timeout exceptions\"",
          "is_bot": false,
          "headline": "Add changeset to describe patch changes",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-07T13:07:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0835f4f16249e42f428109f7a2bb526180a2812e",
          "body": "Because spans are now created from both oban_job_start/4 and\noban_job_exeption/4, this patch adds do_oban_job_start/1, which is\ncalled from both functions.",
          "is_bot": false,
          "headline": "Add do_oban_job_start/1 to share span creation logic",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-07T13:06:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e35f936968505dee2a906c9624a1cdd39dcea02",
          "body": "This test ensures oban_job_exception/4 creates a span when none\nexists, including the metadata that would have been added to the span\nif it existed before the exception was raised.",
          "is_bot": false,
          "headline": "Check in tests for oban_job_exception/4 without span",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-03T12:16:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84af625a0aaece8592d432230e94d3cd208bb0b1",
          "body": "Because ad-hoc exception spans in Oban don't have their context set\nwhen the span is created, set all context when handing the error.",
          "is_bot": false,
          "headline": "Add context to ad-hoc exception spans",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-02T10:52:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "efa568c90bc46eebe09d2e2f758c0a375c6b4550",
          "body": "For situations where an error is raised from the main Oban process\ninstead of the spawned process, create an ad-hoc span instead of using\nan already existing one.\n\nThis produces an effect like our send_error helper, which doesn't have\ncontext but makes sure the error is still reported.",
          "is_bot": false,
          "headline": "Create span if none exists for Oban exceptions",
          "author_name": "Jeff Kreeftmeijer",
          "author_login": "jeffkreeftmeijer",
          "committed_at": "2025-10-02T10:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "756dac39396a6f07d159747471bf663e7146d003",
          "body": "Change the default log format from 'plaintext' to 'autodetect'.\nOur processor will automatically try to detect the correct log format,\nwhich should create a better experience than the default being\nplaintext.",
          "is_bot": false,
          "headline": "Auto detect log format (#1015)",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2025-09-30T09:38:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5745ba7bb8815b16938c273ba619adae5c6d89e",
          "body": "The agent update and changesets are updated automatically.\n\n[skip review]",
          "is_bot": false,
          "headline": "Update agent to version 0.36.7 (#1014)",
          "author_name": "AppSignal release bot",
          "author_login": "AppSignalReleaseBot",
          "committed_at": "2025-09-24T17:09:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d68fad663bef3233889060a7d248e4142449d79",
          "body": "It looks like the `do end` block no longer works for `catch_exit`.\n\nThe only thing it seems to do is catch an exit if one occurs, not assert\nif it happens. If we remove it the tests fails on the errors we assert\non the spans that bubble up from the GenServer.\n\nDirectly pass in the GenServer call, like in the docs example:\n\n```elixir\nassert catch_exit(exit(1)) == 1\n```\n\nhttps://hexdocs.pm/ex_unit/ExUnit.Assertions.html#catch_exit/1",
          "is_bot": false,
          "headline": "Fix compilation on Elixir main (#1010)",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2025-09-08T07:38:08Z",
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        {
          "oid": "f8a20bc21971d95061e8cd3a21f87dfeda386b58",
          "body": "I got in my head it was 1.18 but it's 1.8.\n\n[skip ci]",
          "is_bot": false,
          "headline": "Update Phoenix version in changelog",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
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          "body_truncated": false,
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          "body": "Update version number and CHANGELOG.md.",
          "is_bot": false,
          "headline": "Publish package v2.15.10",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2025-07-22T06:38:34Z",
          "body_truncated": false,
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        {
          "oid": "1449b9e9e61beea9dd249b29b86e539ebdf6303a",
          "body": "In Phoenix 1.8 the parameter filtering now uses compiled patterns.\nUpdate our implementation with the new Phoenix implementation so we can\nsupport both Phoenix 1.8 and newer, and older versions.\nWe do this by checking if the value in\n`Application.get_env(:phoenix, :filter_parameters, [])` is a compiled\npattern.\n\nRelevant commit in Phoenix: https://github.com/phoenixframework/phoenix/commit/359539f00cb28b84b43de046d2a1c4a1844400b7",
          "is_bot": false,
          "headline": "Add support for Phoenix 1.8's parameter filtering (#1009)",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
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          "body": "Update version number and CHANGELOG.md.",
          "is_bot": false,
          "headline": "Publish package v2.15.9",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2025-06-18T12:29:55Z",
          "body_truncated": false,
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          "body": "Allow customization of trace namespace during the entire trace lifetime",
          "is_bot": false,
          "headline": "Merge pull request #1007 from appsignal/namespace-if-nil",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
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          "body_truncated": false,
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        {
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          "body": "We don't need to explicitly return span from these helpers. The\n`set_attribute` helper already does that.",
          "is_bot": false,
          "headline": "Simplify set_namespace helpers",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
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        {
          "oid": "629157103edff72af0cb87382cd8f1cc6a848cda",
          "body": "Previously, it was not possible to customize the namespace of an\nAbsinthe trace as detailed in issue #972.\nThis was because the plug that set the namespace was run before our\nAbsinthe instrumentation, which would then overwrite the namespace\nagain.\n\nWe now use the new `Span.set_namespace_if_nil` helper in our Absinthe\ninstrumentation, so that it only set the namespace from the\ninstrumentation if it's not already set by the app (using the\n`Span.set_namespace` helper).\n\nCloses #972",
          "is_bot": false,
          "headline": "Allow customization of Absinthe trace namespace",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2025-06-17T15:28:50Z",
          "body_truncated": false,
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        {
          "oid": "5132d3f9fddd18bfee7daa8717008a3b729b1273",
          "body": "In issue #972 it was reported it was difficult to override the default\nset namespace because our Absinthe instrumentation also sets the\nnamespace to 'graphql', which is called later than some plugs.\nWe have no 'only set namespace if not already set' logic, because the\nnamespace is always set upon ro\n[…]\nlper on the root span.\n\nThe Absinthe instrumentation (and potentially others) need to be updated\nto use the `set_namespace_if_nil` helper so that it is easier to\noverwrite the namespace for our users.",
          "is_bot": false,
          "headline": "Add namespace via attributes",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
          "committed_at": "2025-06-17T15:28:26Z",
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        {
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          "body": "Ensure we use the `@nif` module attribute everywhere, so that when we\ntest something, to see if the Nif is called, we can actually verify it.\nI ran into this testing the `set_attribute` function calls.",
          "is_bot": false,
          "headline": "Use nif module attribute in Span module",
          "author_name": "Tom de Bruijn",
          "author_login": "tombruijn",
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          "headline": "Merge pull request #999 from appsignal/otp-27-support",
          "author_name": "Tom de Bruijn",
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          "body": "The regular expressions would lead to compile errors when the tests ran.\nThis is because the `-` in square brackets indicate a range.\nI guess on newer Elixir versions they're more strict on this.\n\n```\n** (Regex.CompileError) invalid range in character class at position 7\ncode: assert %{\"level\" => \"D\n[…]\n.4) lib/regex.ex:254: Regex.compile!/2\n  test/appsignal/integration_logger_test.exs:167: Appsignal.IntegrationLoggerTest.match_file_format/1\n  test/appsignal/integration_logger_test.exs:74: (test)\n```",
          "is_bot": false,
          "headline": "Fix regular expression parsing in tests",
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          "is_bot": false,
          "headline": "Add support for OTP 28",
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "8 watchers",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 8
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 83,
            "inputs": {
              "packages": [
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              "dependents": null,
              "ecosystems": "hex",
              "total_downloads": 9367430,
              "monthly_downloads": 91869
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "91,869 downloads/month across hex",
                "points": 66.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 91869,
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
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                    "code": "not_reported_by_this_ecosystem",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 70,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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              "bus_factor": 1,
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              "top_contributor_share": 0.557
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                  }
                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 56% of commits",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 56
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "50 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 50
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "merged_prs": 596,
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              "closed_issues": 369,
              "issue_closed_ratio": 0.958,
              "closed_unmerged_prs": 69
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 44.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "596/665 decided PRs merged",
                "points": 34.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 596,
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 6/15 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 32,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "appsignal",
              "public_repos": 56,
              "account_age_days": 4864
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "32 followers of appsignal",
                "points": 10.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 32,
                      "login": "appsignal"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "56 public repos, account ~13 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 56
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "appsignal"
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              "ecosystems": "hex",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on hex",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "280 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 280
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 73,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "8 out of 11 merged PRs checked by a CI test -- score normalized to 7",
                "points": 14,
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                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "appsignal",
                "error-monitoring",
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                "custom-instrumentation",
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                "custom-metrics",
                "host-metrics",
                "phoenix",
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              "has_wiki": false,
              "homepage": "https://www.appsignal.com/elixir",
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.appsignal.com/elixir",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.6
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "8 out of 11 merged PRs checked by a CI test -- score normalized to 7",
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                "status": "partial",
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              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 6/15 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "22 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 19
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 47,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.8,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "80 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 80,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
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