elastic/elastic-ingest-dotnet holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Vitality (89/100) and lowest on AI Readiness (62/100). It was last updated today. A single contributor accounts for most of its recent work.
75
overall / 100
Good
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
75
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25
Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40
No advisories left outstanding — no advisory carries a publication date
Inputs used
source
osv
advisories
0
affected_packages
0
assessed_packages
34
unassessed_packages
0
affected_by_severity
none
direct_affected_packages
0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 34 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.
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 5 ⇿
0Stars
5Forks
80Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 43Patch 37
Each point covers 3 days.
OpenSSF Scorecard 7.2 / 10
7.2aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-23 11:45 UTC
Full resolved dependency set from the GitHub dependency graph: 18 direct and 16 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
NuGet
Elastic.Transport
0.17.3
direct
NuGet
Google.Protobuf
3.17.3
direct
NuGet
Grpc.Net.Client
2.38.0
direct
NuGet
Grpc.Tools
2.39.0-pre1
direct
NuGet
IsExternalInit
1.0.3
direct
NuGet
Microsoft.Bcl.Memory
10.0.5
direct
NuGet
Microsoft.CodeAnalysis.Analyzers
3.3.4
direct
NuGet
Microsoft.CodeAnalysis.CSharp
4.8.0
direct
NuGet
Microsoft.Extensions.AI
10.4.1
direct
NuGet
ModelContextProtocol
1.1.0
direct
NuGet
Nullable
1.3.1
direct
NuGet
OpenTelemetry.Exporter.OpenTelemetryProtocol
1.15.3
direct
NuGet
PolySharp
1.14.1
direct
NuGet
PolySharp
1.15.0
direct
NuGet
System.Buffers
4.6.1
direct
NuGet
System.Net.ServerSentEvents
10.0.5
direct
NuGet
System.Text.Json
10.0.0
direct
NuGet
System.Threading.Channels
10.0.0
direct
NuGet
Argu
6.2.5
indirect
NuGet
AutoBogus
2.13.1
indirect
NuGet
AwesomeAssertions
9.3.0
indirect
NuGet
BenchmarkDotNet
0.15.7
indirect
NuGet
Bullseye
6.0.0
indirect
NuGet
Elastic.Clients.Elasticsearch
9.2.1
indirect
NuGet
Elastic.Elasticsearch.Ephemeral
0.12.0
indirect
NuGet
Elastic.Transport.VirtualizedCluster
0.15.1
indirect
NuGet
Elastic.TUnit.Elasticsearch.Core
0.13.0
indirect
NuGet
Fake.Tools.Git
5.20.3
indirect
NuGet
JetBrains.Profiler.Api
1.4.10
indirect
NuGet
Microsoft.Extensions.Configuration.UserSecrets
10.0.0-preview.1.25080.5
indirect
NuGet
Microsoft.Extensions.DependencyInjection
10.0.0-preview.1.25080.5
indirect
NuGet
Microsoft.Extensions.TimeProvider.Testing
10.3.0
indirect
NuGet
Perfolizer
0.2.1
indirect
NuGet
Proc
0.13.0
indirect
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 34 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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"headline": "feat(mapping): add stemmer_override token filter and keyword copy_to …",
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"body": "Bumps the github-actions group with 1 update:\n[actions/checkout](https://github.com/actions/checkout).\n\nUpdates `actions/checkout` from 6 to 7\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\nreleases</a>.</em></\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump actions/checkout from 6 to 7 in the github-actions group (#191)",
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"committed_at": "2026-06-22T08:40:47Z",
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"oid": "83e73ed04cf06b70fb7c8a1006b9f4e07088ea93",
"body": "…butes (#190)\n\n## Summary\n\n- Adds `ClrInferenceDocument` — a plain POCO with no\n`[Text]`/`[Keyword]`/`[Date]` etc. field attributes — registered via a\nnew `ClrInferenceMappingContext`\n- Adds `ClrTypeInferenceTests` with 17 tests covering every\nCLR→Elasticsearch type mapping in `TypeAnalyzer.InferFie\n[…]\ning.Tests/`)\n- [x] All 17 new `ClrTypeInferenceTests` are discovered and pass\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "test(mapping): CLR type inference tests without Elastic.Mapping attri…",
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"oid": "036055081679f6da4338ee9fa4d594305208cbdc",
"body": "…anchored accessors (#189)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(generator): delegation-following analysis parser with base-type-…",
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"body": "Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: size-aware outbound batching (OutboundBufferMaxBytes) (#187)",
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"oid": "f88dcc8c5018de1ce91e4053a00e98317be23149",
"body": "… (#186)\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(mapping): additive field builder with Clear() for explicit reset…",
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"oid": "16d68abf8adac165a00a7cefc9b5d40c2b4a6dae",
"body": "… methods (#185)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(generator): emit inheritance-aware generic-constrained extension…",
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"oid": "8dde101b4439353c1db0e5cfa6151bec42bd2602",
"body": "…r intent (#184)\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(mapping): explicit AddField/AddProperty for dotted-path containe…",
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"oid": "543ce328582dd894a6e2120ac1aa6fcdbe36ff3e",
"body": "…nterchangeability (#183)\n\n## What\n\nIntroduces `ISyncOrchestrator<TEvent>` and `ISyncOrchestratorContext`, a\nthin shared contract that both `IncrementalSyncOrchestrator` and\n`DeltaSyncOrchestrator` (added in #182) implement.\n\n## Why\n\nCode that drives the sync loop — iterating documents, calling\n`Try\n[…]\nisfies this). No\nboilerplate bridge methods required.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: ISyncOrchestrator<TEvent> — common interface for orchestrator i…",
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"body": "## Why this is needed\n\nElasticsearch is great at serving two different synchronisation patterns\nfrom the same data, but they have very different operational\nrequirements.\n\n### The existing pattern — full snapshot sync\n\n`IncrementalSyncOrchestrator` assumes the source sends **every document\non every \n[…]\nites,\nand that both aliases point to the new V2 backing indices.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: DeltaSyncOrchestrator for delta-only data sources (#182)",
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"oid": "4518855262c06be7bb3a1e698d069847f2fbe58e",
"body": "…ion (#181)\n\n## What\n\nHandle `HTTP 400 resource_already_exists_exception` from `PUT\n_enrich/policy/<name>` gracefully instead of throwing, so concurrent\n`InitializeAsync` calls don't crash.\n\n## Root cause investigation\n\n### The triggering regression\n\nCommit `9c82cc9` (Fix 404 on enrich policy execut\n[…]\nlePoliciesAsync` (best-effort, non-throwing on concurrent\nstate)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>",
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"body": "Updates the `Elastic.Transport` package dependency to\n[`0.17.3`](https://www.nuget.org/packages/Elastic.Transport/0.17.3).\n\n## Changes\n\n- `src/Elastic.Ingest.Transport/Elastic.Ingest.Transport.csproj` —\n`0.15.1` → `0.17.3`\n- `src/Elastic.Clients.AgentBuilder/Elastic.Clients.AgentBuilder.csproj`\n— `0\n[…]\n\n- Code review and CodeQL scan: no issues found\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Mpdreamz <245275+Mpdreamz@users.noreply.github.com>",
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"body": "…o 1.15.3 (#179)\n\n`OpenTelemetry.Api` 1.2.0-alpha1 (pulled in transitively) has a known\nmoderate severity vulnerability\n([GHSA-g94r-2vxg-569j](https://github.com/advisories/GHSA-g94r-2vxg-569j)),\ncausing `NU1902` (warning-as-error) to break the build.\n\n## Changes\n\n-\n**`src/Elastic.Ingest.OpenTelemet\n[…]\nlementation is compatible with the new version.\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Mpdreamz <245275+Mpdreamz@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump OpenTelemetry.Exporter.OpenTelemetryProtocol from 1.2.0-alpha1 t…",
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"author_login": "Copilot",
"committed_at": "2026-05-11T14:43:40Z",
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"oid": "e8528cbf5ddba4c3ab662fc2386025debaba0802",
"body": "Bumps the github-actions group with 1 update:\n[NuGet/login](https://github.com/nuget/login).\n\nUpdates `NuGet/login` from 1.1.0 to 1.2.0\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/nuget/login/releases\">NuGet/login's\nreleases</a>.</em></p>\n<blockquote>\n<\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump NuGet/login from 1.1.0 to 1.2.0 in the github-actions group (#178)",
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"committed_at": "2026-05-06T10:23:52Z",
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{
"oid": "908cdd907a50f9706eed7b7b00a9940c4f417da8",
"body": "…rites) (#177)",
"is_bot": false,
"headline": "fix(channels): drain completes when OutChannel has no buffers (zero w…",
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"author_login": "Mpdreamz",
"committed_at": "2026-04-20T15:24:43Z",
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{
"oid": "f2aa4655ba1395015de6fd688b8e8a912ec638f9",
"body": null,
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"headline": "feat: optional _source filtering for PointInTimeSearch (#176)",
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"committed_at": "2026-04-20T13:43:12Z",
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"oid": "9c82cc9181e07d669039e1736fe77399a880e6d0",
"body": "## What\nFix `ExecuteEnrichPolicyAsync` failing with HTTP 404 after PR #174's\nhash-versioned policy names.\n\n## Why\nElasticsearch's `GET /_enrich/policy/<name>` returns HTTP 200 with an\nempty `policies` array when the named policy doesn't exist. PR #174\nsimplified the existence check to only inspect t\n[…]\nlls through to the PUT path —\nmatching real Elasticsearch behavior\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Enrichment: Fix 404 on enrich policy execute (#175)",
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"oid": "a0e1c0a27be8533cc2ddf4970b7b036443d18821",
"body": "## What\nFix `EnsureEnrichPolicyAsync` failing with HTTP 409 when deleting stale\nenrich policies that are still referenced by an ingest pipeline.\n\n## Why\nElasticsearch refuses to delete an enrich policy while any ingest\npipeline references it. The previous code deleted the pipeline and\npolicy before \n[…]\ngration tests verify end-to-end with real Elasticsearch\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Enrichment: Fix 409 conflict on stale enrich policy deletion (#174)",
"author_name": "Jan Calanog",
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"oid": "cb1db33102592727fbe2e5029ba8f98acc879eec",
"body": "…(#173)\n\n## Summary\n\n- **Bootstrap idempotency tests**: Validates the hash-based skip/update\nlogic for both tools and agents. Uses a tamper-and-verify strategy —\nafter bootstrapping, a field is modified directly via the API while\npreserving the hash tag, then re-bootstrapping with the original\ndefin\n[…]\non Kibana < 9.4.0\n- [x] 33 unit tests still pass with no regressions\n- [x] Final result: 20 integration tests (17 passed, 3 skipped), 33 unit\ntests (all passed)\n\nMade with [Cursor](https://cursor.com)",
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"headline": "Add bootstrap idempotency tests and fix conversation deserialization …",
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"committed_at": "2026-03-21T09:54:18Z",
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"oid": "28ee71f74a5a87f248e479cb5e768ec0b276896a",
"body": "…on, attachments (#172)\n\n## Summary\n\n- **Skills CRUD** — `ListSkillsAsync`, `GetSkillAsync`,\n`CreateSkillAsync`, `UpdateSkillAsync`, `DeleteSkillAsync` with typed\nrequest/response models and `SkillReferencedContent`\n- **Plugins** — `ListPluginsAsync`, `GetPluginAsync`,\n`InstallPluginAsync`, `DeleteP\n[…]\nt frameworks (net10.0, net8.0,\nnetstandard2.1, netstandard2.0) compile cleanly\n- [ ] Run integration tests against a Kibana instance with Agent Builder\nenabled\n\n\nMade with [Cursor](https://cursor.com)",
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"headline": "Add remaining Agent Builder API endpoints: skills, plugins, consumpti…",
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"oid": "9acb159a0b27bbd3c7dbec4f9aa72f0acc01dc51",
"body": "## Summary\n- Rename the `Elastic.AgentBuilder` NuGet package, project, and\nnamespace to `Elastic.Clients.AgentBuilder` to align with Elastic client\nnaming conventions.\n- Updates all project directories, `.csproj` files, solution references,\nnamespaces, `using` statements, and README documentation ac\n[…]\nbuilds with 0 warnings and 0 errors\n- [ ] CI passes (unit tests, integration tests)\n- [ ] Verify the NuGet package is produced as\n`Elastic.Clients.AgentBuilder`\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Rename Elastic.AgentBuilder to Elastic.Clients.AgentBuilder (#171)",
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"oid": "b33cb254320abb0cf660cad861074b66f5ed1a0c",
"body": "…ation in AgentBuilderClient (#170)\n\n## Summary\n\n- Introduce `AgentBuilderSerializer` (`SystemTextJsonSerializer`\nsubclass) that combines `AgentBuilderSerializationContext` with\n`ElasticsearchTransportSerializerContext` and\n`DefaultJsonTypeInfoResolver` via `JsonTypeInfoResolver.Combine`,\nmatching t\n[…]\nsts pass (including CRUD tool test against\nlive Kibana)\n- [x] Builds cleanly across all 4 TFMs (netstandard2.0, netstandard2.1,\nnet8.0, net10.0) with 0 warnings\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Replace PostData.String/StringResponse with transport-native serializ…",
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"committed_at": "2026-03-20T19:40:27Z",
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"oid": "14c3f6e2fd63c811c29ae0b4deaf72c0692a638b",
"body": "## Summary\n\n- **Add `ConverseStreamAsync`** returning\n`IAsyncEnumerable<ConverseStreamEvent>` backed by `SseParser.Create<T>`\nwith a `Utf8JsonReader`-based parser that deserializes Kibana's\n`{\"data\": …}` envelope in a single pass — zero intermediate string\nallocations, fully AOT-safe via source-gene\n[…]\n)\n- [ ] Verify `FinishReason.Stop` is set on the final update\n- [ ] Build succeeds on all four targets (`netstandard2.0`,\n`netstandard2.1`, `net8.0`, `net10.0`)\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Wire up true SSE streaming for ElasticAgentChatClient (#169)",
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"author_login": "Mpdreamz",
"committed_at": "2026-03-20T18:58:22Z",
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"oid": "3d5b4523c71a1fba0ac08e263b846593fc306fb0",
"body": "## Summary\n- Set `IsPackable` to `True` in `Elastic.Extensions.AI.csproj` so the\npackage is included in NuGet publishing, matching the other publishable\npackages in the repo.\n\n## Test plan\n- [ ] Verify CI builds and packs the NuGet package successfully\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Make Elastic.Extensions.AI packable for NuGet publishing (#168)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-20T16:17:02Z",
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"oid": "bd71dcd6675108073e8f1dd6ff023807720cdc70",
"body": "## Summary\n\n- **`IngestSerializationContext`**: Removed the custom static\nconstructor that overrode `Default` with\n`IngestChannelStatics.SerializerOptions` (causing a race/lock\ncondition). Added `[JsonSourceGenerationOptions(DefaultIgnoreCondition =\nWhenWritingDefault)]` so the source-generated cont\n[…]\nnd the missing resolver.\n\n## Test plan\n\n- [ ] Existing tests pass\n- [ ] AOT/trimmed app no longer throws `InvalidOperationException` on\n`BulkUpsertLookupAsync`\n\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Fix AOT-unsafe JsonSerializerOptions in BulkUpsertLookupAsync (#167)",
"author_name": "Martijn Laarman",
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"committed_at": "2026-03-05T20:12:35Z",
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{
"oid": "46aebbacdebaf040f41e66499d31ca2a29a49a0e",
"body": "…n, BackfillAllAsync, and refactor orchestrator (#165)\n\n## Summary\n\n- **Scoped backfill**: `EnrichAsync` now tracks enriched document IDs\nand backfills only those via batched `ids` queries (1,000 per batch),\ninstead of an unbounded `_update_by_query` on all documents.\n- **Timeout-based graceful shut\n[…]\n- [x] `SkipBackfillOmitsUpdateByQueryButStillRefreshesAndExecutesPolicy`\n— SkipBackfill verification\n- [x] All 76 tests pass (including ElasticsearchChannelTests — no more\nTypeInitializationException)",
"is_bot": false,
"headline": "Scope backfill to enriched subset, add Timeout-based graceful shutdow…",
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"committed_at": "2026-03-05T19:29:55Z",
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{
"oid": "6ce3c206d8f02ba58fe2850e3e2bf02fcb008aa3",
"body": "Bumps the github-actions group with 2 updates in the / directory:\n[actions/upload-artifact](https://github.com/actions/upload-artifact)\nand\n[actions/download-artifact](https://github.com/actions/download-artifact).\n\nUpdates `actions/upload-artifact` from 6 to 7\n<details>\n<summary>Release notes</summ\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump the github-actions group across 1 directory with 2 updates (#166)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-05T11:41:28Z",
"body_truncated": true,
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{
"oid": "83a797ee3a0f571c230f46201e1146784c16bf68",
"body": "## Details\n\n⚠️ This PR was created by an automated tool. Please review the changes\ncarefully. ⚠️\n\nNOTE: All of the capabilities of actions/attest-build-provenance and\nactions/attest-sbom\nhave now been folded into actions/attest.\n\nIf there are any questions, please reach out to the\n@elastic/observablt-ci\n\nCo-authored-by: obltmachine <obltmachine@users.noreply.github.com>",
"is_bot": true,
"headline": "github-action: use actions/attest (#164)",
"author_name": "elastic-vault-github-plugin-prod[bot]",
"author_login": "elastic-vault-github-plugin-prod[bot]",
"committed_at": "2026-03-05T11:31:55Z",
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{
"oid": "189cd199d22934eaa90e36a230a77a09e17383f5",
"body": "…text (#163)\n\n## Summary\n- Applies `ToLowerInvariant()` to all `ElasticsearchTypeContext` resolve\nmethods (`ResolveIndexName`, `ResolveIndexFormat`, `ResolveWriteAlias`,\n`ResolveReadTarget`, `ResolveSearchPattern`, `ResolveAliasFormat`,\n`ResolveDataStreamName`, `ResolveTemplateName`) to ensure Elast\n[…]\n0 existing + new unit tests pass (`dotnet test --project\ntests/Elastic.Mapping.Tests`)\n- [ ] Verify integration tests still pass with lowercased resource names\n\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Enforce lowercase Elasticsearch resource names in Elastic.Mapping con…",
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"author_login": "Mpdreamz",
"committed_at": "2026-03-03T21:17:05Z",
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{
"oid": "682f8b63c3465b4b250779e1c2074b3f1877229a",
"body": "…icate nested builders (#162)\n\n## Summary\n\n- **Fix conditional `[JsonIgnore]` handling**: The source generator\ntreated all `[JsonIgnore]` attributes as \"exclude from mapping\"\nregardless of the `Condition` parameter. Properties with `Condition =\nWhenWritingNull` or `WhenWritingDefault` are still seri\n[…]\nes emitted\n- [x] `Gap2_ObjectArray_EmitsSubTypeAttributes` — array `[Object]`\nsub-type attributes emitted\n- [x] All 167 tests pass, full solution builds cleanly\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Fix conditional [JsonIgnore] excluding fields from mapping and dedupl…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T20:13:33Z",
"body_truncated": true,
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{
"oid": "2647aa3e3f0345e7791525c2e315249d06a4d232",
"body": "…#161)\n\n## Summary\n\nWhen the secondary index rolled over (template hash changed), the\nstrategy was unconditionally forced to Reindex because `secondaryExists`\nwas true (the alias still existed from a previous run). This ignored the\nfact that a rolled-over secondary creates a fresh backing index that\n[…]\n | Reindex |\n| yes | * | yes | Multiplex |\n| no | * | * | Multiplex |\n\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Fix secondary rollover strategy to use Multiplex instead of Reindex (…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T19:19:08Z",
"body_truncated": true,
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{
"oid": "b73ef910963670e6109abfb22ef5375afeb1f862",
"body": "## Summary\n\n- **Fix**: `IncrementalSyncOrchestrator.StartAsync` no longer silently\nskips secondary index rollover when the secondary alias already exists.\nWhen the secondary's template hash differs from the stored hash, the\norchestrator now creates a new backing index and reindexes all data from\npri\n[…]\n primary and secondary\n- [ ] Integration test: deploy with a secondary mapping change and\nverify the secondary gets a new backing index with the updated mapping\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Fix secondary index rollover and expose rollover diagnostics (#160)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T17:50:24Z",
"body_truncated": true,
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{
"oid": "5eca99885b9e3efe2da25e548c3904b5b6703b04",
"body": "…ng overrides (#159)\n\n## Summary\n\n- **Replace compile-time `const` hashes with runtime `Lazy`\ncomputation** in the source generator's `ContextEmitter`. The\n`_runtimeContext` lazy evaluates the fully-merged mappings (including\n`ConfigureMappings`), analysis settings (from `ConfigureAnalysis`), and\n`I\n[…]\n [ ] Verify hash changes when `IndexSettings` adds\n`index.default_pipeline`\n- [ ] Verify hash is unchanged for types with no runtime overrides\n(backward compat)\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Compute ElasticsearchTypeContext.Hash at runtime to include all mappi…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T16:24:29Z",
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{
"oid": "5ff307ed816c176ee582e02b96072bf20e9a1ed7",
"body": "…uilder APIs (#158)\n\n## Summary\n\n- **Bug 1**: `string[]` / `List<T>` properties were inferred as\n`\"object\"` instead of their element type (e.g. `string[]` → `text`,\n`List<int>` → `integer`). Added `UnwrapCollectionElementType` to\n`InferFieldType` since ES doesn't distinguish single values from array\n[…]\n\n- [x] 4 new builder tests covering TermVector and IndexOptions on both\ntop-level and multi-field builders\n- [x] All 161 tests pass, full solution builds clean\n\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Fix 3 source generator mapping bugs and add TermVector/IndexOptions b…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T14:35:32Z",
"body_truncated": true,
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{
"oid": "319197110a3e1815ebbda139fb7d4fef0d7ff14d",
"body": "…#157)\n\n## Summary\n\n- Change the default namespace fallback in `ResolveDefaultNamespace()`\nfrom `\"development\"` to `\"dev\"`.\n- Add a new static property\n`ElasticsearchTypeContext.DefaultNamespaceFallback` so callers can\noverride the fallback value used when no environment variable\n(`DOTNET_ENVIRONMEN\n[…]\nlback` to a custom value is\nreflected by subsequent `ResolveDefaultNamespace()` calls.\n- [ ] Verify environment variables still take priority over the\nfallback.\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Change default namespace fallback to \"dev\" and make it configurable (…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T10:28:53Z",
"body_truncated": true,
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{
"oid": "6c3669aa7679a643c7468e03b7ef9e7cf6d6a970",
"body": "…eting (#156)\n\n## Summary\n\n- Adds `IndexVariant` property to `[AiEnrichment<T>]` that explicitly\nselects which `[Index<T>]` variant to use when deriving the AI cache\nlookup index name and attaching the `IAiEnrichmentProvider` to a context\n- When `IndexVariant` is set, the source generator only consi\n[…]\ndotnet test --project\ntests/Elastic.Mapping.Tests`)\n- [x] Solution builds cleanly with no warnings\n- [ ] Integration tests pass with Elasticsearch cluster (CI)\n\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Add IndexVariant to [AiEnrichment<T>] for explicit AI cache name targ…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T10:16:05Z",
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{
"oid": "d45da066ba4a823fa2a4fb491e6979e3cf4dc405",
"body": "## Summary\n\n- When an ES|QL COMPLETION query times out (e.g. the 30s serverless hard\ncap), the failed batch is now **halved and fanned out** as smaller\nsub-chunks instead of retrying at the same size.\n- Each split increments a depth counter (capped at\n`CompletionMaxRetries`); sub-chunks respect the \n[…]\ng. \"splitting into 2\n× 10 (depth 1/2)\")\n- [ ] Validate that chunks at `MinCompletionBatchSize` that still\ntimeout are counted as failed, not retried infinitely\n\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Retry COMPLETION timeouts with binary-split batch reduction (#155)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-03T09:07:22Z",
"body_truncated": true,
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{
"oid": "bdaf8c0db48aacd75a4204fa812ba648b995d569",
"body": "…ION calls (#154)\n\n## Summary\n\n- Adds `CompletionTimeout` (default 5m) to `AiEnrichmentOptions` — sets\na per-request timeout on each ES|QL COMPLETION call, replacing the\ndefault 30s transport timeout that was causing HTTP 408 responses from\nElasticsearch.\n- Adds `CompletionMaxRetries` (default 2) wi\n[…]\nll with a short timeout\nproduces a 408, then succeeds on retry with a longer timeout\n- [ ] Manual test: confirm progress messages are emitted during retry\nwaits\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Add configurable completion timeout and retry logic for ES|QL COMPLET…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-02T15:22:23Z",
"body_truncated": true,
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{
"oid": "fc5b086807c7a92184f102d42a66d5046e2f1931",
"body": "…ncremental sync improvements (#153)\n\n## Summary\n\nThis PR introduces **Phase Two** of the AI enrichment system. The core\nchange is moving LLM inference from the .NET client to the Elasticsearch\nserver using **ES|QL's `COMPLETION` command**, eliminating per-document\nHTTP round-trips entirely.\n\n### Th\n[…]\nith\ninference endpoint\n- [ ] Verify idempotency: second run produces 0 candidates\n- [ ] Verify prompt change: only affected fields re-enriched\n- [ ] Verify time-boxed cancellation stops mid-enrichment",
"is_bot": false,
"headline": "AI Enrichments Phase Two: ES|QL COMPLETION, streaming progress, and i…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-03-02T11:32:32Z",
"body_truncated": true,
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{
"oid": "c502a7bb4315bbe55fe1bf396e53056a95e7e4f0",
"body": "…r-field prompt hashing (#151)\n\n# AI Enrichment\n\nEnrich indexed documents with LLM-generated metadata — summaries,\nquestions, tags — without changing your indexing pipeline. The\nenrichment runs **post-indexing** as a separate pass, stores results in\na persistent lookup index, and backfills via an El\n[…]\ner document type `T` across all\nmapping contexts. The source generator emits a compile-time error\n(`ELASTIC001`) if duplicates are detected.\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "AI Enrichment: post-indexing LLM enrichment with enrich policy and pe…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-26T11:24:33Z",
"body_truncated": true,
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{
"oid": "d8938cc50d7be45e817bbaeee14c1cf5d71179ef",
"body": "## Summary\n\n- Cast to `JsonNode` in `MappingOverrides.MergeIntoMappings` so the\nnon-generic `JsonArray.Add(JsonNode?)` overload is used instead of\n`Add<JsonObject>`, which internally calls `JsonValue.Create<T>()` and is\nnot AOT/trim-safe.\n\n## Test plan\n\n- [ ] Verify AOT publish completes without trim warnings\n- [ ] Confirm mapping override merging still works correctly at runtime\n\nMade with [Cursor](https://cursor.com)",
"is_bot": false,
"headline": "Fix AOT trim warning in MappingOverrides.MergeIntoMappings (#150)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-24T17:41:41Z",
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{
"oid": "c983e14a1904c60cf561e38f3bf8f22218e30eac",
"body": "## Overview\n\nThis PR introduces two new packages for interacting with the [Elastic\nAgent Builder Kibana\nAPI](https://www.elastic.co/docs/explore-analyze/ai-features/agent-builder/kibana-api):\n\n- **`Elastic.AgentBuilder`** — the core client library\n- **`Elastic.Extensions.AI`** — the `Microsoft.Exten\n[…]\n3/3 passed\n- [x] `dotnet test --project\ntests/Elastic.Extensions.AI.IntegrationTests` — 14/14 passed\n\nMade with [Cursor](https://cursor.com)\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Add Elastic.AgentBuilder and Elastic.Extensions.AI packages (#149)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-24T17:04:00Z",
"body_truncated": true,
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{
"oid": "20329403433a250c371cf9f3b821f816bbd6aa61",
"body": "…<T> (#148)\n\n## Summary\n\n- Replace static configuration methods with an instance-based\n`IConfigureElasticsearch<TDocument>` interface using default interface\nimplementations (`.NET 8+`). Two first-class configuration paths:\ndedicated `Configuration = typeof(...)` class implementing the\ninterface, or\n[…]\nrServiceProvider` DI override with\nisolated context\n- [x] Full solution builds clean with zero warnings/errors\n\n\nMade with [Cursor](https://cursor.com)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Improve mapping configuration ergonomics with IConfigureElasticsearch…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-24T14:03:41Z",
"body_truncated": true,
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{
"oid": "fcbd9815a4057b4471aa2166fcd882c15c9d9bba",
"body": "…names (#147)\n\n## Summary\n\n- **Replace `[Entity<T>]`** with three focused attributes: `[Index<T>]`,\n`[DataStream<T>]`, `[WiredStream<T>]` — each only exposes properties\nrelevant to that target type.\n- **Add `NameTemplate` support** on `[Index<T>]` with `{placeholder}`\ntokens. The source generator pr\n[…]\nire Elasticsearch cluster)\n- [x] Verify `CreateContext(...)` generation with a NameTemplate example\n\n\nMade with [Cursor](https://cursor.com)\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Split Entity<T> into target-specific attributes with templated index …",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-24T11:51:56Z",
"body_truncated": true,
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{
"oid": "96c87a80cbb5b85fbda3c3e4859bd100382c8cfb",
"body": "…ed responses (#146)\n\n## Summary\n\n- **Update Elastic.Transport to 0.14.0** and\n**Elastic.Transport.VirtualizedCluster to 0.14.0** — adds per-path\nresponse matching (`OnPath`) and fixes the async `PostData.WriteAsync`\npath in `VirtualClusterRequestInvoker`\n- **Introduce `SharedTransport`** in `TestSe\n[…]\narch ingest tests pass\n- [x] All 74 mapping tests pass\n- [x] All 12 channel tests pass (1 pre-existing CI skip)\n\nMade with [Cursor](https://cursor.com)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Clean up unit tests with shared VirtualCluster transport and path-bas…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-23T18:41:50Z",
"body_truncated": true,
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{
"oid": "badd9d34ac125b2f68670b1e815da636bd4f0cfd",
"body": "…pingResolver<T> (#145)\n\n## Summary\n\n- **Always use Reindex when the secondary index exists** — scripted bulk\nupserts fail on indices with `semantic_text` fields, so Multiplex is\nonly used when creating entirely new backing indices.\n- **Introduce `IStaticMappingResolver<T>`** — source-generated reso\n[…]\nstrator sync validates\nMultiplex→Reindex transition, incremental updates, and stale document\ncleanup\n\nMade with [Cursor](https://cursor.com)\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Force reindex strategy when secondary exists and introduce IStaticMap…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-23T17:36:02Z",
"body_truncated": true,
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{
"oid": "57b3b6b3bdc788a68c5be782993d0f9d13f716db",
"body": "…uilder API (#144)\n\n## Summary\n\n- **Fix duplicate field override crash**: `Build()` now uses\nlast-one-wins semantics instead of `ToDictionary` which threw on\nduplicate keys. This allows `ConfigureMappings` to override fields\nalready defined by `ConfigureCommonMappings`.\n- **Fix dotted-path `AddField\n[…]\npass\n- [x] All 53 Elastic.Ingest.Elasticsearch.Tests pass\n- [x] Full solution builds with zero warnings/errors\n\n\nMade with [Cursor](https://cursor.com)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Fix mapping builder overrides, dotted-path multi-fields, and expand b…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-23T10:39:44Z",
"body_truncated": true,
"is_coding_agent": true
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{
"oid": "5a50437897a548da4a271198164528fb112fef99",
"body": "…ngsJson (#143)\n\nThe source generator detected ConfigureMappings methods but never\ngenerated\ncode to call them, causing all AddField, AddRuntimeField, and property\noverride entries to be silently dropped from component templates.\n\nThe fix stores the ConfigureMappings method reference (like\nConfigure\n[…]\nnfigureMappings, builds\nthe\nMappingOverrides, and merges them into the base source-generated JSON\nvia\nMergeIntoMappings. MappingsBuilderBase.Build() is made public so the\ngenerated code can access it.",
"is_bot": false,
"headline": "Invoke ConfigureMappings at runtime and merge overrides into GetMappi…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-23T08:49:39Z",
"body_truncated": true,
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{
"oid": "c056fbce398a1e3752544c202ddfe5ee58e16207",
"body": "## Summary\n- Remove duplicate `PackageReadmeFile` property and `README.md` pack\nitem from `Elastic.Mapping.csproj` that were already provided by the\nshared `src/Directory.Build.props`\n- This duplication caused NuGet push to fail with HTTP 400: \"The package\ncontains one or more duplicated files in th\n[…]\nping produces a valid `.nupkg`\n- [ ] Verify the package can be pushed to NuGet without the 400 error\n\nMade with [Cursor](https://cursor.com)\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Fix duplicate README.md in Elastic.Mapping NuGet package (#142)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-22T15:02:47Z",
"body_truncated": true,
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{
"oid": "0ddee5f9afb3c580cc19d8d9488de9a89adc1685",
"body": "## Summary\n\n- Fix empty index name in alias actions by precomputing concrete index\nnames from channel strategies\n- Combine channelHash with document contentHash so mapping/settings\nchanges invalidate all content hashes\n- Add `IndexPatternUseBatchDate` flag to `ElasticsearchTypeContext` for\nfixed bat\n[…]\nndex name suffixes if\nbootstrap took >= 1 second. Now the orchestrator's `_batchTimestamp` is\nshared with both channels, and standalone callers can pass their own\ntimestamp via `IngestChannelOptions`.",
"is_bot": false,
"headline": "fix/incremental sync orchestrator (#141)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-22T13:42:39Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "3312742473591495ebdb26ecf774cdfb00e82b9c",
"body": "- **Add AdditionalSettings support for component templates**\n- **Support IndexSettings on Configuration classes for component\ntemplates**\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "add index settings to component templates (#140)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-21T22:32:27Z",
"body_truncated": false,
"is_coding_agent": true
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{
"oid": "9b35a270d5af0a0af9391c1224700bc880cfe0be",
"body": "…139)\n\nElastic.Mapping, Elastic.Mapping.Generator, and Elastic.Mapping.Tests\nnow\nlive here as project references instead of consuming the NuGet package.\nElastic.Ingest.Elasticsearch and other projects that use the source\ngenerator\nare updated accordingly.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Move Elastic.Mapping source from Elastic.Esql into this repository (#…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-21T18:31:37Z",
"body_truncated": false,
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{
"oid": "d5e7b0a587ef296dd3b737ef05597af8de27ab4f",
"body": "…name indices (#138)\n\n* Add integration test validating Elastic.Mapping context applies mappings and settings\n\n* Migrate tests from xUnit to TUnit with Elastic.TUnit.Elasticsearch.Core\n\nReplace xUnit + Elastic.Elasticsearch.Xunit with TUnit 1.16.4 and\nElastic.TUnit.Elasticsearch.Core 0.12.2 across a\n[…]\n to\nrun each test project individually with --report-github for GitHub\nActions annotations.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Improve integration test coverage and fix template pattern for fixed-…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-20T17:26:46Z",
"body_truncated": true,
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{
"oid": "4ff44f2c0e7b60eca6f29885a2abaa84c8e563fd",
"body": "- Bump Elastic.Mapping to 0.4.0\n- Use ContentHashFieldName from TypeContext instead of hardcoded \"content_hash\"\n- Resolve data stream namespace from environment variables (DOTNET_ENVIRONMENT >\n ASPNETCORE_ENVIRONMENT > ENVIRONMENT) when not explicitly set on the attribute\n- Expose resolved aliases (PrimaryWriteAlias, SecondaryWriteAlias,\n PrimaryReadAlias, SecondaryReadAlias) on OrchestratorContext\n- Make TypeContextResolver and its methods public",
"is_bot": false,
"headline": "Usability improvements for Elastic.Mapping 0.4.0 integration (#137)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-17T18:19:58Z",
"body_truncated": false,
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},
{
"oid": "43232f923945d019ca742c959f07f2cd7a1f68b3",
"body": null,
"is_bot": false,
"headline": "Bump Elastic.Elasticsearch.Xunit to 0.11.0 (#136)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-17T09:23:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf56e1214d52f67931776c3160c83832e9cc3b3e",
"body": "Rewrite all four READMEs to promote IngestChannel<T>, composable\nstrategies, source-generated mapping contexts, and helper APIs.\nDrop outdated references to CatalogChannel, SemanticIndexChannel,\nand string-based ILM bootstrap. Link to the new docs site.",
"is_bot": false,
"headline": "Update NuGet package READMEs to reflect current API (#135)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-17T09:17:47Z",
"body_truncated": false,
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{
"oid": "1fbb3d5b259e67765b24e7a6dd9a4366a6114022",
"body": "…134)\n\n* Add helper APIs and integrate with orchestrator using JsonResponse\n\nIntroduce reusable helper APIs (PointInTimeSearch, ServerReindex, DeleteByQuery,\nClientReindex) with TypeContext-based index resolution and async task monitoring.\nRefactor IncrementalSyncOrchestrator to use helpers instead \n[…]\n helper types from Search, Reindex, Queries, and Tasks namespaces\ninto a single Elastic.Ingest.Elasticsearch.Helpers namespace. Update using\nstatements in orchestrator and documentation code examples.",
"is_bot": false,
"headline": "Add helper APIs and integrate with orchestrator using JsonResponse (#…",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-16T13:33:29Z",
"body_truncated": true,
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{
"oid": "7531ac1f37b4b4a9f8d7ee3fdf918f9456e9037c",
"body": "* Deploy docs to github pages\n\n* Apply suggestions from code review\n\nCo-authored-by: Victor Martinez <victormartinezrubio@gmail.com>\n\n---------\n\nCo-authored-by: Victor Martinez <victormartinezrubio@gmail.com>",
"is_bot": false,
"headline": "Deploy docs to github pages (#133)",
"author_name": "Martijn Laarman",
"author_login": "Mpdreamz",
"committed_at": "2026-02-16T10:50:41Z",
"body_truncated": false,
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{
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]
},
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"notes": [
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},
{
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],
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"inputs": {
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"components": [
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}
],
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{
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"points": 36,
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]
},
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"cap": null,
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],
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{
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"weight": 0.18,
"metrics": [
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}
],
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{
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"details": [
{
"code": "forks",
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}
],
"max_points": 25
},
{
"key": "watchers",
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"points": 2.7,
"status": "partial",
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{
"code": "watchers",
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}
],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
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"has_pull_request_template": false
},
"components": [
{
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"status": "met",
"details": [],
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},
{
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"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
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],
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{
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},
{
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{
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{
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"notes": [
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{
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"components": [
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"points": 77.7,
"status": "partial",
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"code": "downloads_total",
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}
],
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{
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"points": 0,
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}
],
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 69,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"notes": [],
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"code": "bus_factor",
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}
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{
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}
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{
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}
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{
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}
]
},
{
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}
],
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{
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"details": [
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}
],
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{
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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}
],
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{
"key": "verified_domain",
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"points": 0,
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"max_points": 20
},
{
"key": "owner_reach",
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"code": "owner_followers",
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}
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{
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},
{
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]
},
{
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"notes": [],
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{
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{
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{
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],
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{
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"code": "ci_workflows",
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}
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{
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{
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{
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]
},
{
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"inputs": {
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]
}
],
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"inputs": {
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"components": [
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},
{
"key": "branch_protection",
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{
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{
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"status": "met",
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
"points": 7.5,
"status": "met",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
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"status": "missed",
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},
{
"key": "license",
"name": "License",
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"points": 2.5,
"status": "met",
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},
{
"key": "maintained",
"name": "Maintained",
"detail": "23 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"status": "met",
"details": [],
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},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
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},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
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},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
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},
{
"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",
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"points": 7.5,
"status": "met",
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
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"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
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{
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{
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{
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},
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{
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},
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"status": "met",
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{
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}
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},
{
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"examples/Elastic.Ingest.Apm.Example/Elastic.Ingest.Apm.Example.csproj",
"examples/Elastic.Ingest.IncrementalSync.Example/Elastic.Ingest.IncrementalSync.Example.csproj",
"examples/Elastic.Ingest.MultiChannel/Elastic.Ingest.MultiChannel.csproj",
"examples/Elastic.Ingest.OpenTelemetry.Example/Elastic.Ingest.OpenTelemetry.Example.csproj",
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{
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{
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{
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{
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{
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{
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{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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],
"report_type": "repository",
"generated_at": "2026-07-23T11:45:27.453002Z",
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}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
