elastic / elasticsearch

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 398 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 400 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 9 мають відомі сповіщення, з них 0 прямі.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "* Add Generative Test for Highlight\n\n* Fix Highlight Bug\n\n* Remove extra condition\n\n* Imrpove test covereage\n\n* Refactor code logic\n\n* Addressing comments",
          "is_bot": false,
          "headline": " Add Generative Test for Highlight (#154875)",
          "author_name": "Amir Pouya Aghasadeghi",
          "author_login": "amirpouya",
          "committed_at": "2026-08-01T00:35:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "542b6cc82cfa2534b6999e1d7301e414affb88e0",
          "body": "The get_mapping assertions on dynamically-mapped fields could rarely\nobserve a stale mapping in a mixed/multi-node cluster, when the\nget_mapping request hit a node that had not yet applied the cluster\nstate update triggered by the preceding index request.\n\nWait for pending cluster state events with wait_for_events: languid\nbefore those get_mapping calls, and unmute the affected tests.",
          "is_bot": false,
          "headline": "Fix columnar prefix dynamic_properties mapping race (#155654)",
          "author_name": "Jordan Powers",
          "author_login": "jordan-powers",
          "committed_at": "2026-08-01T00:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6edd6d93ae1f2ee38d642dab78053b712f852fd",
          "body": "…ingIT test #148190",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.xpack.esql.qa.single_node.GenerativeRandomMapp…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T21:41:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4442989e1b399ea4d2a4acfd7b316a189eacd62",
          "body": "```\nTS metrics | STATS max(cost) BY @timestamp = BUCKET(@timestamp, 1m)                                                                                                                                                                                                                                     \n[…]\n                                                                                                                                                name in the first STATS and re-alias back in the second.",
          "is_bot": false,
          "headline": "ESQL: Fix override timestamp field in TS (#155623)",
          "author_name": "Gal Lalouche",
          "author_login": "GalLalouche",
          "committed_at": "2026-07-31T20:05:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e301ffe2bcb69ee3d49b25cababade052813032",
          "body": "…ropic format (#154607)\n\n* Translate unified tool-calling message blocks to Anthropic format\n\n* Support processing ContentObjects\n\n* Convert stop reason in response\n\n# Conflicts:\n#\tx-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/services/anthropic/AnthropicChatCompletionStrea\n[…]\ns\n\n* Update comments\n\n---------\n\nCo-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co>\nCo-authored-by: Jonathan Buttner <56361221+jonathan-buttner@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[Inference API] Translate unified tool-calling message blocks to Anth…",
          "author_name": "Adam Demjen",
          "author_login": "demjened",
          "committed_at": "2026-07-31T19:45:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef2cf66bc2e3e2f8d86a71b29db194dc75bf4192",
          "body": null,
          "is_bot": false,
          "headline": "Cancel merge warming tasks if the merge is aborted (#155434)",
          "author_name": "Oleksandr Kolomiiets",
          "author_login": "lkts",
          "committed_at": "2026-07-31T19:41:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f34d7c10b1070386651af3b14f1a75e8f74152a",
          "body": "match and match_phrase on runtime expressions (text-only)\nnow honor the analyzer option instead of rejecting it.\nThe name is resolved through the node's AnalysisRegistry (as\ntop_snippets does) and the resolved analyzer is used for both Lucene\nquery compilation and per-row MemoryIndex indexing, so to\n[…]\nxical query\nbuilders carry the analyzer option into the same synthetic context:\na full-text function's analyzer option now resolves when it names\nthe highlight analyzer.\n\nCloses #152490\nCloses #152491",
          "is_bot": false,
          "headline": "ESQL: support analyzer option on runtime match (#155554)",
          "author_name": "Kevin Corcoran",
          "author_login": "KevinCorcoran",
          "committed_at": "2026-07-31T18:44:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d5110bd4ac9d5c6b38b71a6b16ea2cdae397c3bc",
          "body": "The JTS StackOverflowError behind #147773 was fixed by #151554, which\ncapped random test geometries at 100 vertices. That PR credited only\n#150079, so this mute was left behind and the test has not run on main\nsince April.\n\nCloses #147773",
          "is_bot": false,
          "headline": "ESQL: Unmute StSimplifyPreserveTopologyTests on main (#155528)",
          "author_name": "Ali Ghahramani",
          "author_login": "alighahramani-alig",
          "committed_at": "2026-07-31T17:17:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0327b84ca65bf6b8f008fb5988e3bd12160d7bae",
          "body": "…tGenerationOnFirstCommitNotification (#152207)\n\nFix the test by changing the assertion away from asserting the exact number of bytes read to asserting that we don't prefetch anything from the previous generations. This is because due to multiple races it is hard to know the expected number of bytes\n[…]\na new blob which means we prefetch from the newer generation than the test initially expected.\n- The prefetcher and blob store meter bytes calculation don't count padding the same way.\n\nCloses #151992",
          "is_bot": false,
          "headline": "[Test] Fix SearchCommitPrefetcherIT.testSearchNodePrefetchesOnlyLates…",
          "author_name": "Eugene Čistiakovas",
          "author_login": "yungene",
          "committed_at": "2026-07-31T16:42:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "495c206d6720ff6eae9de411537c7e394d9125a2",
          "body": "Implements supportsColumnarParse and mapColumnBatch for\nDateFieldMapper, enabling single-valued date fields to be\nindexed via the columnar batch path in COLUMNAR index mode.\n\nSupports STRING columns (ISO 8601 / configurable format) and\nLONG columns (epoch millis with epoch-compatible formatters).\nVerified by DateFieldMapperColumnarCompatibilityTests.",
          "is_bot": false,
          "headline": "Add columnar parse support for date field (#155570)",
          "author_name": "Tim Brooks",
          "author_login": "Tim-Brooks",
          "committed_at": "2026-07-31T15:44:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e224883186661f1403d81e9cc9fff4d1cbb284a6",
          "body": "Align protected gauge names with other region occupancy\nmetrics under es.blob_cache.regions.*.",
          "is_bot": false,
          "headline": "Put regions before protected in blob cache metrics (#155615)",
          "author_name": "Iraklis Psaroudakis",
          "author_login": "kingherc",
          "committed_at": "2026-07-31T15:23:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2064d685b5e7247b88f3625dbc30f31a34a1b250",
          "body": null,
          "is_bot": false,
          "headline": "Trip request breaker on phrase and term suggesters (#154837)",
          "author_name": "Panagiotis Bailis",
          "author_login": "pmpailis",
          "committed_at": "2026-07-31T14:41:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd14f6fc05edbd3167b8ff7d28667a764e107049",
          "body": "…ningSnapshotNotRecordedAsFailure #155621",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.xpack.slm.SLMStatDisruptionIT testCurrentlyRun…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T13:26:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07fa24f9d99e95c341f02b5539d8041c6b87f3c3",
          "body": "The version field mapper validates every value with recursive java.util.regex patterns for the main, pre-release, and build parts. Each pattern matches a dot-separated list using a repeated group, which java.util.regex evaluates with one level of recursion per identifier. A value whose part holds a \n[…]\nnever run on it. The limit is applied per part because each pattern only recurses over its own part, and it is set well above any real version and well below the depth that risks a StackOverflowError.",
          "is_bot": false,
          "headline": "Limit dot-separated identifiers per version part (#154572)",
          "author_name": "Eugene Rizhkov",
          "author_login": "reugn",
          "committed_at": "2026-07-31T13:22:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3684663eba13a8954382087822cfc7b020377be",
          "body": "…ceIT testMultiValueViolationRestoredIdenticallyAcrossSourceModes #155610",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.index.mapper.SyntheticVersusColumnarStoredSour…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T12:35:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06d000e1a0ce5f087d63ddf4db154f582b27e4a3",
          "body": "…155594)\n\nSince #90351, `SnapshotInProgressAllocationDecider` skipped the per-shard lookup used for `THROTTLE` decisions whenever a snapshot entry had no shards in `INIT`. That fast-path was a deliberate performance optimization.\n\nAs discussed in #155204, this is an awkward gate: whether a given sha\n[…]\natch the other filters).\n\nNote that aborted shard snapshots now `THROTTLE` relocation until the abort completes on the data node. Previously they could move as soon as no peer shard remained in `INIT`",
          "is_bot": false,
          "headline": "SnapshotInProgressAllocationDecider fast-path uses hasActiveShards (#…",
          "author_name": "Ines Potier",
          "author_login": "inespot",
          "committed_at": "2026-07-31T12:27:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d76a0bb8ab0c8b4db887b2ddf77f4c5c68bba9de",
          "body": "…=FOLLOWER} #155609",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.xpack.ccr.RestartIT testRestart {targetCluster…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T12:27:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0353aa0d6bb954da4e2fe30389bbb10961a4822e",
          "body": "…es (#155510)\n\nAssisted by Cursor/Claude",
          "is_bot": false,
          "headline": "ES|QL|DS Fix spurious WARN for incomplete batches + rename log prefix…",
          "author_name": "Julian Kiryakov",
          "author_login": "julian-elastic",
          "committed_at": "2026-07-31T11:54:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79696de97b16083ac887f53aa197c964ce697067",
          "body": "Smart retry excluded an individual passing test by emitting one\nGradle filter pattern for it. That never worked for suites run by\nthe randomized runner with a @ParametersFactory. Its applyFilters\nkeeps a candidate as soon as either the parameterized description\nor the bare method description is allo\n[…]\nund. Add smartRetry.pruneIndividualTests and set it to false\nin the 14 projects hosting ordered suites. Task and suite pruning\nstay active there, since both skip a suite in its entirety or not\nat all.",
          "is_bot": false,
          "headline": "Fix smart retry pruning of parameterized tests (#155253)",
          "author_name": "Mariusz Józala",
          "author_login": "jozala",
          "committed_at": "2026-07-31T11:41:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6009f0be938c0160d2ea909f6991efec95186949",
          "body": "* ESQL: more efficient `int` specialization for `distinct` operator\n\n* Address review feedback\n\n* cosmetic\n\n* Delete x-pack/plugin/esql/compute/src/main/java/module-info.java\n\n* Restore accidentally deleted compute module-info.java",
          "is_bot": false,
          "headline": "ESQL: add `int` specialization for `distinct-by` operator (#154310)",
          "author_name": "Serge S",
          "author_login": "sidosera",
          "committed_at": "2026-07-31T11:24:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "865bde91d97fe5313401c7e2f78259ed5ee11c61",
          "body": "Exposes custom bucket boundaries on histogram metrics registered through MeterRegistry.\nPreviously all histograms silently used the APM default sqrt(2) bucket ladder regardless of the value domain.\nCallers that need tighter control (e.g. percentage points, or latency histograms bounded to a known range) can now supply their own boundaries, which helps to produce more precise percentile stats.",
          "is_bot": false,
          "headline": "Add explicit bucket boundary support for histogram APM metrics (#155388)",
          "author_name": "Albert Zaharovits",
          "author_login": "albertzaharovits",
          "committed_at": "2026-07-31T11:09:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5debbd281f9e33691ac02ed5169f57a2ad8ab585",
          "body": "Terms queries with large value lists on long fields are matched via a\nBKD point-in-set query, whose cost degrades as the list grows and\napproaches a near-full-index scan once it covers roughly 1% of the\nfield's value range. #153163 added an opt-in index_terms parameter to\ninteger fields to match thr\n[…]\nry long\nexactly above 2^53, so routing large values through one would round\nthem onto a term matching the wrong documents, or none.\n\nThis lays the groundwork for extending bitmap_terms to long fields.",
          "is_bot": false,
          "headline": "Add index_terms parameter to long field type (#155545)",
          "author_name": "Mayya Sharipova",
          "author_login": "mayya-sharipova",
          "committed_at": "2026-07-31T11:06:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b706f8efbf957b3f9f9dfdf4355f04a0e83f4236",
          "body": "See https://github.com/elastic/elasticsearch/pull/155503\n\nI thought both mutes were on 9.5, but one was on main and should have\nbeen unmuted with the main PR",
          "is_bot": false,
          "headline": "unmute #155419 (#155592)",
          "author_name": "Richard Dennehy",
          "author_login": "richard-dennehy",
          "committed_at": "2026-07-31T11:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a219f37bdc96e3309afc2b1b49ed9fcc817dec06",
          "body": "In #141276 we forced _id to always use the ES812 postings format\nto avoid a lucene bug where merging on high-cardinality high-length\nterms could use excessive amounts of heap, leading to OOMs.  This\nbug was fixed in lucene 10.5, so we can revert to using the default\npostings format in most cases.\n\nNote that this is not a straight revert as we need to add a new\nIndexVersion to handle backwards-compatibility.",
          "is_bot": false,
          "headline": "Use default lucene postings format for ID field (#155467)",
          "author_name": "Alan Woodward",
          "author_login": "romseygeek",
          "committed_at": "2026-07-31T10:21:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0da0d0e5181a4d22a6f081fd52734f163d9ff4e",
          "body": "Slow relocations are hard to diagnose: there is no target-side detail,\nthe hot-threads diagnostic is a single 500ms sample, and log lines\ncannot be correlated across nodes. APM tracing is not an option since\nevery shard relocates during weekly rolls and source nodes stop\nemitting telemetry during no\n[…]\nery vs engine\n  open, object store bytes read/warmed).\n- Repeat hot-threads dumps at doubling intervals (up to 5 samples) and\n  include the number of operations holding permits in the permits\n  phase.",
          "is_bot": false,
          "headline": "Improve primary relocation observability (#155542)",
          "author_name": "Francisco Fernández Castaño",
          "author_login": "fcofdez",
          "committed_at": "2026-07-31T10:20:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e79dd96b838caa8e2ded630f8df88b681ce7f4a5",
          "body": "New stateless blob cache periodic metrics that exposes periodically the regions occupancy, their timestamps and protected region metrics. Protected status is used by PinnedWindowEvictionPolicy.\n\nRelates elastic/elasticsearch-team#4589",
          "is_bot": false,
          "headline": "Blob cache and eviction policy periodic metrics (#155537)",
          "author_name": "Iraklis Psaroudakis",
          "author_login": "kingherc",
          "committed_at": "2026-07-31T09:53:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8805680b65481e449db0659dd30063618819d87",
          "body": "…stRelocatingTaskIsNotCancelledOnShutdownTimeout #155593",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.index.reindex.ReindexRelocationOnShutdownIT te…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T09:11:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7a7febaf785ce719ff4b1f1b88b4877b1e353f9",
          "body": "This PR adds plumbing to expose linked project ID given a remote connection when available.\n\nThe linked serverless PR has further context.",
          "is_bot": false,
          "headline": "Remote connections expose linked project ID (#155359)",
          "author_name": "Nikolaj Volgushev",
          "author_login": "n1v0lg",
          "committed_at": "2026-07-31T08:52:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d49eeaefed77304bbefd2e6ff37e6289769f63a",
          "body": null,
          "is_bot": false,
          "headline": "uninstall encryption key custom after KeyRotationIT tests (#155503)",
          "author_name": "Richard Dennehy",
          "author_login": "richard-dennehy",
          "committed_at": "2026-07-31T08:40:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9766ba0e7225adaaff6603fe6b97069e0bbffc1",
          "body": "* InsertEmptyBucketsOperator\n\n* FunctionDefinition for quinaryConfigWithOptions\n\n* Add options to BUCKET/TBUCKET\n\n* wire in Analyzer / Optimizer\n\n* more tests\n\n* Reject expressions with include_empty_buckets\n\n* query approximation\n\n* fewer BucketTests cases\n\n* Update docs/changelog/154864.yaml\n\n* up\n[…]\nassTests\n\n* reject inline stats\n\n* [CI] Auto commit changes from spotless\n\n* fix AttributeSet/Map equality\n\n---------\n\nCo-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co>",
          "is_bot": false,
          "headline": "[ES|QL] include empty buckets (#154864)",
          "author_name": "Jan Kuipers",
          "author_login": "jan-elastic",
          "committed_at": "2026-07-31T08:27:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ae5064ab064ed6b21b006322511f6d108d590f3e",
          "body": "…155466)\n\n* fix: open binary DV readers in ScorerSupplier#get\n\nscorerSupplier() is called on every segment and clause for cost\nestimation; ScorerSupplier#get(leadCost) fires only for clauses that\nsurvive planning. Opening a BinaryDecoder in scorerSupplier() violates\nthis contract and wastes allocati\n[…]\n and the\ncircuit-breaker checkpoint to ScorerSupplier#get().\n\n* fix(test): use Queries.ALL_DOCS_INSTANCE in BinaryDvConfirmedQueryTests\n\nMatchAllDocsQuery#<init>() is forbidden in the wildcard module.",
          "is_bot": false,
          "headline": "fix(search): open binary doc value readers in `ScorerSupplier#get` (#…",
          "author_name": "Salvatore Campagna",
          "author_login": "salvatore-campagna",
          "committed_at": "2026-07-31T08:10:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aeae6b7a425aedc94d1fe5995fdf416bb580ddc1",
          "body": "The upstream bug has been fixed in the next release, and does not\naffect production code.\n\nFixes #152677",
          "is_bot": false,
          "headline": "Avoid upstream lucene bug in DISIAcculumatorTests (#155531)",
          "author_name": "Alan Woodward",
          "author_login": "romseygeek",
          "committed_at": "2026-07-31T07:57:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f39f096b55ff51828e86380e27731653fe850fb0",
          "body": null,
          "is_bot": false,
          "headline": "Mark coordinator lookup join as tech preview feature (#155456)",
          "author_name": "Ievgen Degtiarenko",
          "author_login": "idegtiarenko",
          "committed_at": "2026-07-31T06:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5fd8ffe6718e47f8faf00d08ca99196cd9e32ca",
          "body": "…isableCCM_RemovesAuthorizationTask #155579",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.xpack.inference.integration.CCMServiceIT testD…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T06:27:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f628c6846b39bfbe546de0998fa9d82bc4078f3c",
          "body": "…ggregatorFunctionTests testAllKeyNulls #155578",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.compute.aggregation.CountDistinctLongGroupingA…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T06:27:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba48ff1ce8a8391ad2b5835398cd746db9a6359c",
          "body": null,
          "is_bot": false,
          "headline": "Fix exponential histogram merging with zero bucket overlap (#155459)",
          "author_name": "Jonas Kunz",
          "author_login": "JonasKunz",
          "committed_at": "2026-07-31T05:51:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2faefac2e46c2ffd92b4df8ff73a532e26ed16d7",
          "body": null,
          "is_bot": false,
          "headline": "Use ranges for PromQL histogram CSV tests (#155460)",
          "author_name": "Jonas Kunz",
          "author_login": "JonasKunz",
          "committed_at": "2026-07-31T05:51:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d6caf12f2793afdadb4177d7966070c070fcd59",
          "body": null,
          "is_bot": false,
          "headline": "ES|QL: Support double_range in RANGE_MIN/MAX (#155468)",
          "author_name": "Jonas Kunz",
          "author_login": "JonasKunz",
          "committed_at": "2026-07-31T05:50:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c75b58e15d1b8ac590d9eec9921e0ea328c2e75b",
          "body": "Currently there is a modest amount of indirection when interating with\nescf columns data. This can be reduced by unwrapping releasable\ninstances and making composite bytes reference addressing simpler for\nthe 2 reference case.",
          "is_bot": false,
          "headline": "Reduce bytes reference indirection in escf (#155547)",
          "author_name": "Tim Brooks",
          "author_login": "Tim-Brooks",
          "committed_at": "2026-07-31T05:25:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cb9ae0ef379cb83a4238537ac3bbeea33160195",
          "body": "* Isolate old-repo test repo dirs per test class\n\nOldRepositoryAccessIT, OldMappingsIT, and DocValueOnlyFieldsIT each\nstart their own OldElasticsearchContainer via a class rule, but all\nthree shared the same tests.repo.location base directory for both\nthe container bind-mount and path.repo.\n\nThe con\n[…]\ne bind-mount and\npath.repo always agree on the same isolated directory. Update all\nthree test classes to use it consistently instead of ad-hoc,\ninconsistent resolution.\n\n* Unmute OldRepositoryIT tests",
          "is_bot": false,
          "headline": "Isolate old-repo test repo dirs per test class (#155550)",
          "author_name": "Rene Groeschke",
          "author_login": "breskeby",
          "committed_at": "2026-07-31T05:10:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e114f72550743688245c3eac43f1cd9dda4c5fb8",
          "body": "This commit adds dedicated support the the binary doc values single\nvalue keyword path. We attempt to make the keyword path a no-op if the\nunderlying column is already valid utf-8 bytes.",
          "is_bot": false,
          "headline": "Add support for keyword single value code path (#155551)",
          "author_name": "Tim Brooks",
          "author_login": "Tim-Brooks",
          "committed_at": "2026-07-31T04:34:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e87636089c088323a2fae4da9edf1f45338f5cf",
          "body": "…lsTests test40VerifyAutogeneratedCredentials #154510",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.packaging.test.ArchiveGenerateInitialCredentia…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T04:31:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c5bd68101b62f51688a817efb44ed44b806634f",
          "body": "We previously limited the number of max batched operations to a very low\nnumber to provent OOMs in CI due to high LuceneDocument memory usage. We\nnot use columnar indexing which does not have nearly the overhead.\nIncrease the max batch size to a number more closely matching what we\nrun benchmarks on. We will continue to iterate on this.",
          "is_bot": false,
          "headline": "Expand max batched operations (#155548)",
          "author_name": "Tim Brooks",
          "author_login": "Tim-Brooks",
          "committed_at": "2026-07-31T03:37:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bebbf67fceff6b26d266d6b23b720d11b038ea2",
          "body": "…izedVectorScorerTests testBulkScore {p0=MMAP p1=EUCLIDEAN} #155569",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.simdvec.internal.vectorization.ES93BinaryQuant…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T02:23:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f9d766a96b744f4b9d49b8fc5f53287963bdf26",
          "body": "…izedVectorScorerTests testBulkScore {p0=SNAP p1=EUCLIDEAN} #155568",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.simdvec.internal.vectorization.ES93BinaryQuant…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T02:23:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ece006a5b91a82f685de364d37e6b6d8d4cc3e4",
          "body": "* nearly working\n\n* remove test class hierarchy; separate class for semantic_text testing\n\n* delete test from 1st commit\n\n* [CI] Auto commit changes from spotless\n\n* small fix\n\n* add test for image type\n\n* rollback design - define abstract class and two concrete classes for each field type\n\n* [CI] Auto commit changes from spotless\n\n* review comments\n\n---------\n\nCo-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co>\nCo-authored-by: David Kyle <david.kyle@elastic.co>",
          "is_bot": false,
          "headline": "Semantic highlighter semantic field (#153356)",
          "author_name": "kishor-kharbas",
          "author_login": "kkharbas",
          "committed_at": "2026-07-31T02:16:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4e342858aaef4343c558cb6bb4bf8e65a615b2e",
          "body": "…etainCommitForReadersAfterShardReplicasSetToZero #155567",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.xpack.stateless.StatelessCommitServiceIT testR…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-31T02:04:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86d9d99c24644960ebf2772cf351a42462847c4b",
          "body": "updateIndexSettings returns after reroute is completed which change the\nrouting status and ensureGreen waits for no relocating shard so that it\nis sufficient to check relocation completion without await for vacate\nfirst.\n\nResolves #155342",
          "is_bot": false,
          "headline": "[Test] Rely on ensureGreen to check relocation completion (#155443)",
          "author_name": "Yang Wang",
          "author_login": "ywangd",
          "committed_at": "2026-07-31T01:28:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bfb8554e91d116174def24e3fba3586c6b8c797",
          "body": null,
          "is_bot": false,
          "headline": "Unmute encryption-at-rest suite timeout tests on main (#155556)",
          "author_name": "Jordan Powers",
          "author_login": "jordan-powers",
          "committed_at": "2026-07-31T01:28:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbe42537008691b568239409a00badc68c075100",
          "body": null,
          "is_bot": false,
          "headline": "Add security stats to monitoring mapping (#155552)",
          "author_name": "Elliot Barlas",
          "author_login": "ebarlas",
          "committed_at": "2026-07-31T00:48:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5291f2fe2e473768da9fedecf27bb82f113fb7d",
          "body": null,
          "is_bot": false,
          "headline": "Eagerly fail reindexes that are unable to be relocated (#150342)",
          "author_name": "Nick Tindall",
          "author_login": "nicktindall",
          "committed_at": "2026-07-30T23:23:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85a1a28e66f49c6f48752af4cea41db9d1d32210",
          "body": "Deflake stats_first_last TO_LONG warning tests \nand unmute\n\nCloses #153700",
          "is_bot": false,
          "headline": "Deflake stats_first_last TO_LONG warning tests (#155530)",
          "author_name": "Lefteris Zervakis",
          "author_login": "lefteris-z",
          "committed_at": "2026-07-30T22:03:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bdb326b9e8a9fc76912f0dd13ad2200e7f1f347",
          "body": "…207)\n\n* Boost IVF visit ratio for small segments\n\nSmall segments have less well-formed IVF clusters, causing the base\ndynamic visit ratio formula to under-provision and hurt recall.\n\nAdds a power-law boost multiplier that compensates for segments below\n500k vectors, decaying to 1.0 at the reference\n[…]\n division\noperation does not encounter a zero divisor, maintaining stability\nin the computation. Returning 1.0f indicates \"no boost\" for invalid\ninput, mirroring the behavior of computeSegmentSizeCap.",
          "is_bot": false,
          "headline": "Boost IVF DiskBBQ dynamic visit ratio for small/medium segments (#155…",
          "author_name": "Alireza Heidarikhazaei",
          "author_login": "ah89",
          "committed_at": "2026-07-30T20:48:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0f4660c06afaeb8be257fc912b2f22679bcb6723",
          "body": null,
          "is_bot": false,
          "headline": "Blob cache: shard close demotion setting (#155409)",
          "author_name": "Szymon Bialkowski",
          "author_login": "szybia",
          "committed_at": "2026-07-30T19:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cebc3a94635c580b8d1ba0b8f556bc00f5b3dc0",
          "body": "Expand operator javadoc and fix EchoFetchClient circuit breaker\naccounting in tests.",
          "is_bot": false,
          "headline": "Address post-merge review on RemoteFetchOperator (#155374)",
          "author_name": "Matt",
          "author_login": "MattAlp",
          "committed_at": "2026-07-30T19:12:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be96ff617306ffe409f80f2270be38af8b6551ec",
          "body": "…lyRepoAccess #155541",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.oldrepos.OldRepositoryAccessIT testOldSourceOn…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-30T19:08:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2af77dd362fb639dfe80aefb020dcd69a94b69f0",
          "body": null,
          "is_bot": false,
          "headline": "[DiskBBQ] Query and Mapper Support for Byte[] Vectors (#155206)",
          "author_name": "John Wagster",
          "author_login": "john-wagster",
          "committed_at": "2026-07-30T18:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cafbcd30307bc87b26a64878a80193f17c7b369",
          "body": "…5277)",
          "is_bot": false,
          "headline": "Refactor AlibabaCloudSearch service settings to use ObjectParser (#15…",
          "author_name": "Adam Demjen",
          "author_login": "demjened",
          "committed_at": "2026-07-30T18:26:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2afca63deaabb7328374bd9f23e8692a34d694c",
          "body": "…hunksPressure (#154829)\n\nThis test flakes because a BCC larger than PAGE_SIZE can produce multiple concurrent valid chunk2 requests while chunk1 still holds pressure. Those requests can also overlap: a later request may hit GetVirtualBatchedCompoundCommitChunksPressure#markChunkStarted after an ear\n[…]\nx the assertion to greaterThanOrEqualTo(2) with a comment. The overlap is inherent in production as well, so extra rejections are expected, and the IT still proves that pressure-based rejection works.",
          "is_bot": false,
          "headline": "Fix VirtualBatchedCompoundCommitsIT.testVirtualBatchedCompoundCommitC…",
          "author_name": "Ines Potier",
          "author_login": "inespot",
          "committed_at": "2026-07-30T18:11:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "10793ccd4936b8c307db9c2de603c1e983b89e5f",
          "body": "The enum name is never used in productive code. It's serialized by ordinal only.",
          "is_bot": false,
          "headline": "ESQL: Fix type with DEDUPLICATED_ONORDERED in blocks (#155276)",
          "author_name": "Iván Cea Fontenla",
          "author_login": "ivancea",
          "committed_at": "2026-07-30T17:48:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3156afeb1f53578237e2ce33331b5bb19fbaadc5",
          "body": "…154417)\n\nGeo was allowed in MvSort, but not in MvMax/MvMin/SORT. This PR removed such support.\n\nIt was never documented as allowed: https://www.elastic.co/docs/reference/query-languages/esql/functions-operators/mv-functions/mv_sort\n\nIts results are unexpected:\n\nQuery:\n```sql\nROW p = [\"POINT(1 5)\", \n[…]\n:\n```json\n      [\n        \"POINT (2.0 5.0)\",\n        \"POINT (2.0 6.0)\",\n        \"POINT (1.0 5.0)\",\n        \"POINT (1.0 6.0)\"\n      ]\n```\n\nCaught by https://github.com/elastic/elasticsearch/pull/154286",
          "is_bot": false,
          "headline": "ESQL: Remove geo from MV_SORT allowed inputs and added error tests (#…",
          "author_name": "Iván Cea Fontenla",
          "author_login": "ivancea",
          "committed_at": "2026-07-30T17:46:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "29cfb75d5ac18773929fe87a1327eb9e335dd2f9",
          "body": "Assisted by Cursor/Claude",
          "is_bot": false,
          "headline": "ES|QL|DS: Enable federation by default in snapshot builds (#155422)",
          "author_name": "Julian Kiryakov",
          "author_login": "julian-elastic",
          "committed_at": "2026-07-30T17:42:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f07b636749e77215db7fc5873dfff35025117c89",
          "body": "…624)\n\n* Extend DLM Explain Endpoint With frozen tier progress formation\n\n* Explicitly pass tracker object to executor\n\n* Use loading of actual transition info provider as indicator of capability on REST api\n\n* PR review changes\n\n* PR Feedback - Switch to single enum field at top level\n\n* PR changes\n[…]\nFix failing multi project YAML tests due to missing DLM frozen plugin\n\n* Update docs/changelog/153624.yaml\n\n---------\n\nCo-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co>",
          "is_bot": false,
          "headline": "Extend DLM Explain Endpoint With frozen tier progress formation (#153…",
          "author_name": "Luke Whiting",
          "author_login": "lukewhiting",
          "committed_at": "2026-07-30T17:39:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd153cbe58528771495c1b32e8ff86f6d4269261",
          "body": "* Don't use bytesScanned, it's not right",
          "is_bot": false,
          "headline": "Don't use bytesScanned, it's not right (#155420)",
          "author_name": "Stanislav Malyshev",
          "author_login": "smalyshev",
          "committed_at": "2026-07-30T17:07:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3b02d1115f70be5019cfd6bf5dd8594b6807c66",
          "body": "…ss #155532",
          "is_bot": false,
          "headline": "Mute org.elasticsearch.oldrepos.OldRepositoryAccessIT testOldRepoAcce…",
          "author_name": "elasticsearchmachine",
          "author_login": "elasticsearchmachine",
          "committed_at": "2026-07-30T16:21:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9225cc1ee1ab19ae7f6d41d10334bd8936a7f8ae",
          "body": "… (#155502)\n\n* Fix ES|QL approximation confidence interval computation for edge case\n\n* roundoff-error + comments",
          "is_bot": false,
          "headline": "Fix ES|QL approximation confidence interval computation for edge case…",
          "author_name": "Jan Kuipers",
          "author_login": "jan-elastic",
          "committed_at": "2026-07-30T15:48:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5614975413176b281c01ee35dbd5181d02b7a7f",
          "body": "## What\n\nFixes `TS ... | STATS pod = FIRST(..., @timestamp) BY pod` failing\npost-optimization verification with `optimized incorrectly due to\nmissing references` / duplicate `pod` output (#153507). Same collision\nis already shadowed correctly for non-TS `STATS`.\n\n## Root cause\n\n`TranslateTimeSeriesA\n[…]\nth the usual\nshadow warning) while the plan is still a single aggregate. Also unmutes\n`GenerativeIT.test {feature:METRICS}` for #153507.\n\nCloses https://github.com/elastic/elasticsearch/issues/153507.",
          "is_bot": false,
          "headline": "ESQL: fix TS STATS alias colliding with grouping (#155312)",
          "author_name": "Serge S",
          "author_login": "sidosera",
          "committed_at": "2026-07-30T15:19:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c60bea54ce1de393daffb4105e70836be8cdbd6",
          "body": "…e service (#154434)\n\n* Add optional custom URL support to Anthropic chat completion service settings\n\nAllow users to override the default Anthropic API endpoint by specifying\na `url` field in `service_settings` when creating an Anthropic inference\nendpoint. When absent, the existing default of\n`htt\n[…]\npilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Jonathan Buttner <56361221+jonathan-buttner@users.noreply.github.com>\nCo-authored-by: Tim Grein <tim.grein@elastic.co>",
          "is_bot": false,
          "headline": "Add optional custom URL support to Anthropic chat completion inferenc…",
          "author_name": "Sean Handley",
          "author_login": "seanhandley",
          "committed_at": "2026-07-30T15:18:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "357afccefbeb826d308e1150ed94c52a7137e262",
          "body": "…55504)\n\nAdds MATCH_PHRASE to the list of limitations for using options in\ngenerative testing",
          "is_bot": false,
          "headline": "Ignore OPTIONS also for MATCH_PHRASE on non-indexed-mapped fields (#1…",
          "author_name": "Andrei Stefan",
          "author_login": "astefan",
          "committed_at": "2026-07-30T15:08:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd7c14e5c746b86cfec92e7dfb78333cd579ec79",
          "body": "* increase timeout for client test\n\n* remove test from muted-tests.yml",
          "is_bot": false,
          "headline": "[Test] Increase timeout for RestClientSingleHostIntegTests (#155232)",
          "author_name": "Laura Trotta",
          "author_login": "l-trotta",
          "committed_at": "2026-07-30T15:01:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6336c10219fa954367053a8d3d2190262d80468c",
          "body": "…er and test container (#154518)\n\nMove :x-pack:qa:repository-old-versions to the rule-based test cluster framework and extract its old Elasticsearch Docker fixture\\ninto :test:fixtures:old-elasticsearch-container.\n\nThe new fixture project exposes versioned prebaked images via\\nelasticsearch.deploy-test-fixtures and enables fixture caching\\nwith elasticsearch.cache-test-fixtures.",
          "is_bot": false,
          "headline": "Migrate repository-old-versions fixture to unit rule based test clust…",
          "author_name": "Rene Groeschke",
          "author_login": "breskeby",
          "committed_at": "2026-07-30T15:00:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16c4ab51d54de30f313376056fd1a2043fa21f41",
          "body": "BitmapTermsQueryBuilder never called the MaxClauseCountQueryVisitor it\nwas handed, so the clause count it reported disagreed with the query it\nreturned. The resulting AssertionError is fatal on a search thread, so\nevery bitmap_terms query halted an assertion-enabled node; with\nassertions off the que\n[…]\nth no runner\nclass the yamlRestTest task reported NO-SOURCE and passed having\nexecuted none of its four cases. They now run, and pass.\n\nRelates to: https://github.com/elastic/elasticsearch/pull/153885",
          "is_bot": false,
          "headline": "Fix bitmap_terms clause and memory accounting (#155435)",
          "author_name": "Mayya Sharipova",
          "author_login": "mayya-sharipova",
          "committed_at": "2026-07-30T14:59:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8431a8c36878471d5e10a085c34f9d6a7e0b2a85",
          "body": null,
          "is_bot": false,
          "headline": "Fix testPrioritizationOfWarmingTasks (#155417)",
          "author_name": "Oleksandr Kolomiiets",
          "author_login": "lkts",
          "committed_at": "2026-07-30T14:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bb1779e6fdc389c77f1e7a60080a633e421a1a7",
          "body": null,
          "is_bot": false,
          "headline": "[DOCS] Add Serverless release notes for July 28, 2026 (#155446)",
          "author_name": "Lisa Cawley",
          "author_login": "lcawl",
          "committed_at": "2026-07-30T14:55:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc5d572f62f297349464be6a575099a7b8f6bb9f",
          "body": null,
          "is_bot": false,
          "headline": "Migrate snapshot-based-recoveries qa/fs to JUnit rule cluster (#154487)",
          "author_name": "Rene Groeschke",
          "author_login": "breskeby",
          "committed_at": "2026-07-30T14:53:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "610428e36bfbffb9592fd6cc75484ee903e3cead",
          "body": "Today we combine deltas in the reduced states in the rate aggregation. \nThis simplifies the implementation, but uses too much memory when there\nare many millions of groups. The firstTs/lastTs/firstValue fields waste\n24 bytes per group, especially on the coordinator where deltas are no\nlonger relevant.",
          "is_bot": false,
          "headline": "Separate deltas from reduced states in rate (#154649)",
          "author_name": "Nhat Nguyen",
          "author_login": "dnhatn",
          "committed_at": "2026-07-30T14:53:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f6b369aff2fdc05838d587c73877c35bbb2398c",
          "body": "… test {csv-spec:knn-function.knnAfterRenameWithEval} #155521",
          "is_bot": false,
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              },
              {
                "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": "good",
        "name": "Security",
        "value": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Pinned-Dependencies, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "21 out of 21 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "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 21/30 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 16 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 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": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"\\\\\\\\\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 detected",
                "points": 5,
                "status": "met",
                "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": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "174 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 400 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 400
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 13,
              "affected_packages": 9,
              "assessed_packages": 400,
              "unassessed_packages": 0,
              "affected_by_severity": "high 5, moderate 1, low 1, unknown 2",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 400,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 6
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 74,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.79,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "benchmarks/AGENTS.md",
                "docs/AGENTS.md",
                "libs/columnar/AGENTS.md",
                "x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/AGENTS.md",
                "x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/CLAUDE.md",
                "x-pack/plugin/esql/compute/AGENTS.md",
                "x-pack/plugin/inference/AGENTS.md",
                "x-pack/plugin/inference/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 16144
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, benchmarks/AGENTS.md, docs/AGENTS.md, libs/columnar/AGENTS.md, x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/AGENTS.md, x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/CLAUDE.md, x-pack/plugin/esql/compute/AGENTS.md, x-pack/plugin/inference/AGENTS.md, x-pack/plugin/inference/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, benchmarks/AGENTS.md, docs/AGENTS.md, libs/columnar/AGENTS.md, x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/AGENTS.md, x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/CLAUDE.md, x-pack/plugin/esql/compute/AGENTS.md, x-pack/plugin/inference/AGENTS.md, x-pack/plugin/inference/CLAUDE.md"
                    }
                  }
                ],
                "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": "79 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 79,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 70,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "libs/parquet-rs/native/Makefile",
                "libs/simdvec/native/Makefile",
                "x-pack/plugin/esql-datasource-parquet-rs/native/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                ".buildkite/tsconfig.json"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "benchmarks/build.gradle",
                "benchmarks/processor/build.gradle",
                "build-conventions/build.gradle",
                "build-tools-internal/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/darwin-aarch64-tar/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/darwin-tar/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/linux-aarch64-tar/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/oss-darwin-aarch64-tar/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/oss-darwin-tar/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/archives/oss-linux-aarch64-tar/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/bugfix3/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/bugfix4/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/bugfix5/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/major1/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/major2/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/major3/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/major4/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/minor1/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/minor2/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/minor3/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/minor4/build.gradle",
                "build-tools-internal/src/integTest/resources/org/elasticsearch/gradle/internal/fake_git/remote/distribution/bwc/staged2/build.gradle",
                "build-tools/build.gradle",
                "build-tools/gradle-runner/build.gradle",
                "build-tools/reaper/build.gradle",
                "build.gradle",
                "client/benchmark/build.gradle",
                "client/client-benchmark-noop-api-plugin/build.gradle",
                "client/rest/build.gradle",
                "client/sniffer/build.gradle",
                "client/test/build.gradle",
                "distribution/archives/build.gradle",
                "distribution/archives/darwin-aarch64-tar/build.gradle",
                "distribution/archives/darwin-tar/build.gradle",
                "distribution/archives/integ-test-zip/build.gradle",
                "distribution/archives/linux-aarch64-tar/build.gradle",
                "distribution/archives/linux-tar/build.gradle",
                "distribution/archives/windows-zip/build.gradle",
                "distribution/build.gradle",
                "distribution/bwc/build.gradle",
                "distribution/bwc/main/build.gradle",
                "distribution/bwc/major1/build.gradle",
                "distribution/bwc/major2/build.gradle",
                "distribution/bwc/major3/build.gradle",
                "distribution/bwc/major4/build.gradle",
                "distribution/bwc/minor1/build.gradle",
                "distribution/bwc/minor2/build.gradle",
                "distribution/bwc/minor3/build.gradle",
                "distribution/bwc/minor4/build.gradle",
                "distribution/docker/build.gradle",
                "distribution/docker/cloud-ess-docker-aarch64-export/build.gradle",
                "distribution/docker/cloud-ess-docker-export/build.gradle",
                "distribution/docker/cloud-ess-fips-docker-aarch64-export/build.gradle",
                "distribution/docker/cloud-ess-fips-docker-export/build.gradle",
                "distribution/docker/docker-aarch64-export/build.gradle",
                "distribution/docker/docker-export/build.gradle",
                "distribution/docker/ironbank-docker-aarch64-export/build.gradle",
                "distribution/docker/ironbank-docker-export/build.gradle",
                "distribution/docker/wolfi-docker-aarch64-export/build.gradle",
                "distribution/docker/wolfi-docker-export/build.gradle",
                "distribution/packages/aarch64-deb/build.gradle",
                "distribution/packages/aarch64-rpm/build.gradle",
                "distribution/packages/build.gradle",
                "distribution/packages/deb/build.gradle",
                "distribution/packages/rpm/build.gradle",
                "distribution/tools/ansi-console/build.gradle",
                "distribution/tools/cli-launcher/build.gradle",
                "distribution/tools/geoip-cli/build.gradle",
                "distribution/tools/java-version-checker/build.gradle",
                "distribution/tools/keystore-cli/build.gradle",
                "distribution/tools/plugin-cli/bc/build.gradle",
                "distribution/tools/plugin-cli/build.gradle",
                "distribution/tools/server-cli/build.gradle",
                "distribution/tools/server-launcher/build.gradle",
                "distribution/tools/windows-service-cli/build.gradle",
                "docs/build.gradle",
                "libs/arrow/build.gradle",
                "libs/build.gradle",
                "libs/cli-terminal/build.gradle",
                "libs/cli/build.gradle",
                "libs/columnar/build.gradle",
                "libs/core/build.gradle",
                "libs/dissect/build.gradle",
                "libs/entitlement/agent/build.gradle",
                "libs/entitlement/asm-provider/build.gradle",
                "libs/entitlement/bridge/build.gradle",
                "libs/entitlement/build.gradle",
                "libs/entitlement/qa/build.gradle",
                "libs/entitlement/qa/entitled-plugin/build.gradle",
                "libs/entitlement/qa/entitlement-test-plugin/build.gradle",
                "libs/entitlement/tools/build.gradle",
                "libs/entitlement/tools/common/build.gradle",
                "libs/entitlement/tools/jdk-api-extractor/build.gradle",
                "libs/entitlement/tools/public-callers-finder/build.gradle",
                "libs/exponential-histogram/build.gradle",
                "libs/foreign-adapter/build.gradle",
                "libs/foreign-library/build.gradle",
                "libs/foreign-library/processor/build.gradle",
                "libs/geo/build.gradle",
                "libs/gpu-codec/build.gradle",
                "libs/grok/build.gradle",
                "libs/h3/build.gradle",
                "libs/ip-location-api/build.gradle",
                "libs/log4j/build.gradle",
                "libs/logging/build.gradle",
                "libs/logstash-bridge/build.gradle",
                "libs/lz4/build.gradle",
                "libs/native/build.gradle",
                "libs/native/libraries/build.gradle",
                "libs/parquet-rs/build.gradle",
                "libs/parquet-rs/native/Cargo.toml",
                "libs/plugin-analysis-api/build.gradle",
                "libs/plugin-api/build.gradle",
                "libs/plugin-scanner/build.gradle",
                "libs/server-launcher-common/build.gradle",
                "libs/simdvec/build.gradle",
                "libs/ssl-config/build.gradle",
                "libs/swisshash/build.gradle",
                "libs/tdigest/build.gradle",
                "libs/user-agent-api/build.gradle",
                "libs/web-utils/build.gradle",
                "libs/workload-identity-aws/build.gradle",
                "libs/x-content/build.gradle",
                "libs/x-content/impl/build.gradle",
                "modules/aggregations/build.gradle",
                "modules/analysis-common/build.gradle",
                "modules/apm/build.gradle",
                "modules/bitmap/build.gradle",
                "modules/build.gradle",
                "modules/data-streams/build.gradle",
                "modules/dot-prefix-validation/build.gradle",
                "modules/health-shards-availability/build.gradle",
                "modules/ingest-attachment/build.gradle",
                "modules/ingest-common/build.gradle",
                "modules/ingest-ip-location/build.gradle",
                "modules/ingest-otel/build.gradle",
                "modules/ip-location/build.gradle",
                "modules/ip-location/qa/build.gradle",
                "modules/ip-location/qa/file-based-update/build.gradle",
                "modules/ip-location/qa/full-cluster-restart/build.gradle",
                "modules/ip-location/qa/geoip-reindexed/build.gradle",
                "modules/ip-location/qa/multi-project/build.gradle",
                "modules/kibana/build.gradle",
                "modules/lang-expression/build.gradle",
                "modules/lang-mustache/build.gradle",
                "modules/lang-painless/build.gradle",
                "modules/lang-painless/spi/build.gradle",
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