{"schemaVersion":1,"auditedAt":"2026-10-13","scope":"Public records only. Dated observations; counts are not comparable measures of adoption. Raw search queries and full bodies are omitted. Inspect source URLs for original attribution.","reports":[{"agentSlug":"coderabbit","unit":"PRs","sampleSize":6544,"repositoryCount":2468,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-13T22:00:41.552660+00:00","method":"Collected every returned public CodeRabbit-bot-authored PR in 20 weekly searches, each below GitHub’s retrieval cap. Validated pagination, unique PR IDs, public repositories and bot identity. Classified explicit workflow markers in titles/descriptions. Traced all 451 original PRs behind the 519 auto-fix follow-ups, inspecting their descriptions and first 10 commit messages for agent attribution. Claude coauthor credits can identify a model without identifying its client. Metadata/descriptions were analyzed throughout; selected code diffs were spot-checked.","limitations":"Public PRs opened by CodeRabbit only; reviews on other authors’ PRs and private work are excluded. Signatures credit assistance, not exclusive authorship or an autonomous workflow. Missing signatures do not mean human-only work. Merged does not establish correctness. GitHub results can change after capture.","findings":[{"id":"agent-follow-ups","headline":"One agent’s output becomes another’s input","body":"81 of 519 auto-fix PRs followed work crediting Claude, Cursor, Codex, Devin, Copilot Autofix or Jules. They trace to 74 original PRs across 60 repositories. 57 of the 81 follow-ups were merged (70.4%). This is a confirmed subset, not the share of all CodeRabbit work involving other agents.","sources":[{"label":"diazMelgarejo/Perpetua-Tools #51","url":"https://github.com/diazMelgarejo/Perpetua-Tools/pull/51"},{"label":"diazMelgarejo/Perpetua-Tools #52","url":"https://github.com/diazMelgarejo/Perpetua-Tools/pull/52"},{"label":"didaxus/OCTO #268","url":"https://github.com/didaxus/OCTO/pull/268"},{"label":"didaxus/OCTO #269","url":"https://github.com/didaxus/OCTO/pull/269"}],"fraction":{"numerator":81,"denominator":519,"label":"auto-fix PRs"}},{"id":"review-to-code","headline":"Review conversations turn into implementation requests","body":"1,672 PR descriptions explicitly record a chat request to make code changes; 1,095 of those PRs were merged. The public record shows developers using the reviewer to open implementation PRs from existing conversations.","sources":[{"label":"langflow-ai/openrag #2324","url":"https://github.com/langflow-ai/openrag/pull/2324"}],"fraction":{"numerator":1672,"denominator":6544,"label":"audited PRs"}},{"id":"tests-and-docs","headline":"Tests and docstrings form a substantial workflow","body":"1,300 PRs explicitly request unit-test generation and 1,038 request docstrings: 2,338 combined. These classify the requested workflow; individual patches can include other changes.","sources":[{"label":"Mdwiki-TD/svg_translate_web #273","url":"https://github.com/Mdwiki-TD/svg_translate_web/pull/273"},{"label":"ales27pm/lumen-clone #39","url":"https://github.com/ales27pm/lumen-clone/pull/39"},{"label":"kbrdn1/gwm-cli #278","url":"https://github.com/kbrdn1/gwm-cli/pull/278"}],"fraction":{"numerator":2338,"denominator":6544,"label":"audited PRs"}}],"observedFrom":"2026-05-25","observedThrough":"2026-10-11"},{"agentSlug":"aider","unit":"commits","sampleSize":97,"repositoryCount":14,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:09:31.174994+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 3 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"3 of 97 unique sampled commits carry additional agent attribution (Claude, Codebuff, OpenCode). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"nandhakumarnagaraj/Kbook · f8fd076","url":"https://github.com/nandhakumarnagaraj/Kbook/commit/f8fd0760010db7e1881f83f240075c66cbba2a90"}],"fraction":{"numerator":3,"denominator":97,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"Yuji-HAMADA/AnkiSupporter: “fix: hide keyboard when generating example sentences”. thiago-vieira2/WienerVist-main: “refactor: permitir apenas entrada de dados preestabelecidos no componente Identificacao”.","sources":[{"label":"Yuji-HAMADA/AnkiSupporter · dbdcc57","url":"https://github.com/Yuji-HAMADA/AnkiSupporter/commit/dbdcc57cce062938d3d0a910485d46a9c0494c03"},{"label":"thiago-vieira2/WienerVist-main · c724cc2","url":"https://github.com/thiago-vieira2/WienerVist-main/commit/c724cc2110980427745bf6a34f6fd6209ae1f458"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"amazon-q-developer","unit":"PRs","sampleSize":280,"repositoryCount":61,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T04:58:30.852474+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"public-examples","headline":"Specific work you can inspect","body":"jobbyist/jobbyist-za: “Convert Vite application to Next.js App Router with TypeScript” (merged). jobbyist/skinlabs-africa: “Establish Amazon Q Developer Rules System” (merged).","sources":[{"label":"jobbyist/jobbyist-za #73","url":"https://github.com/jobbyist/jobbyist-za/pull/73"},{"label":"jobbyist/skinlabs-africa #163","url":"https://github.com/jobbyist/skinlabs-africa/pull/163"}]}],"observedFrom":"2026-05-25","observedThrough":"2026-10-10"},{"agentSlug":"amp","unit":"commits","sampleSize":100,"repositoryCount":15,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:11:52.006092+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"repo-concentration","headline":"One repository dominates this visible sample","body":"ajac-zero/pim accounts for 61 of the 100 distinct attributed commits returned. This makes the sample useful for studying that project’s workflow, but unsuitable as a picture of the agent’s wider adoption.","sources":[{"label":"ajac-zero/pim · d4896d0","url":"https://github.com/ajac-zero/pim/commit/d4896d0fef13d3a729c38271301cc88d58f47ab1"}],"fraction":{"numerator":61,"denominator":100,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"ajac-zero/pim: “Record the deploy of a9d8679 to pim.ajac-zero.com”. joswayski/dbm: “macOS cleanup: stale cell edits, tab leaks, clipboard and updater fixes (#104)”.","sources":[{"label":"ajac-zero/pim · d4896d0","url":"https://github.com/ajac-zero/pim/commit/d4896d0fef13d3a729c38271301cc88d58f47ab1"},{"label":"joswayski/dbm · b6742be","url":"https://github.com/joswayski/dbm/commit/b6742be3a4bc930074eed549ae5963b122cab657"}]}],"observedFrom":"2026-10-10","observedThrough":"2026-10-11"},{"agentSlug":"antigravity","unit":"commits","sampleSize":100,"repositoryCount":14,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:07:11.064715+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"7 of 100 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"James3014/repository-intelligence-engine · 997bfc3","url":"https://github.com/James3014/repository-intelligence-engine/commit/997bfc34b9adc5524ffb3411814aeb10139aae08"},{"label":"ace2lab/ace2lab.github.io · 15c77a5","url":"https://github.com/ace2lab/ace2lab.github.io/commit/15c77a5021ec6016e011382eaf2d856e1cacd247"}],"fraction":{"numerator":7,"denominator":100,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"carrick-sh/carrick: “ci: defer macOS to the merge queue and shard macos-unit”. collapseeee/SE327-project-mouse-jerry-backend: “fix(db): add Flyway V3 migration for spring session tables”.","sources":[{"label":"carrick-sh/carrick · 4de84e5","url":"https://github.com/carrick-sh/carrick/commit/4de84e52b7bbdb16d8cabcf2382379cd93006c63"},{"label":"collapseeee/SE327-project-mouse-jerry-backend · 6a4f6cb","url":"https://github.com/collapseeee/SE327-project-mouse-jerry-backend/commit/6a4f6cb5c6474b8aa921982f4d63cd7632c5bf62"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"claude-code","unit":"PRs","sampleSize":50,"repositoryCount":50,"from":"2026-10-11","through":"2026-10-11","capturedAt":"2026-10-14T05:22:31.152538+00:00","method":"Up to 50 most recently created public PR search results within the audit window; post-filtered for body attribution or Codex branch. A recent convenience sample, not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"coderabbit-follow-ups","headline":"Claude-attributed work gets CodeRabbit follow-ups","body":"In CodeRabbit’s May 25–October 11 audit, we found 51 original PRs crediting Claude, followed by 53 CodeRabbit auto-fix PRs; 39 follow-ups were merged. This cohort was selected through CodeRabbit, so it cannot tell us what fraction of this agent’s overall work receives follow-up fixes. Credits can name a model without identifying its client.","sources":[{"label":"MKlolbullen/Qubee #118","url":"https://github.com/MKlolbullen/Qubee/pull/118"},{"label":"hawk-doc/hawkdoc #37","url":"https://github.com/hawk-doc/hawkdoc/pull/37"},{"label":"hyperpolymath/firmboot #10","url":"https://github.com/hyperpolymath/firmboot/pull/10"}],"scope":"Separate study: CodeRabbit follow-ups, May 25–October 11, 2026"},{"id":"public-examples","headline":"Specific work you can inspect","body":"elizaOS/eliza: “fix(plugins): remove settings that no code reads” (merged). storytold/gridcraft: “io: remove the .sctmp temporary file when a save fails” (merged).","sources":[{"label":"elizaOS/eliza #35746","url":"https://github.com/elizaOS/eliza/pull/35746"},{"label":"storytold/gridcraft #450","url":"https://github.com/storytold/gridcraft/pull/450"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"cline","unit":"commits","sampleSize":92,"repositoryCount":18,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:14:31.782909+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"13 of 92 unique sampled commits carry additional agent attribution (Claude, Copilot). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"tkz96/x-factory · 0896d16","url":"https://github.com/tkz96/x-factory/commit/0896d1608bb44dc76f3ea5f41905d2453b7d06fb"},{"label":"ai-ecoverse/slicc-spectrum · fafebfc","url":"https://github.com/ai-ecoverse/slicc-spectrum/commit/fafebfc128b258c7858b11f0ee571044dfe3281d"},{"label":"sajjadsj44-max/ZD-Dashboard · 0a8d032","url":"https://github.com/sajjadsj44-max/ZD-Dashboard/commit/0a8d032eaf05169ead7163da8486b44689e319a0"}],"fraction":{"numerator":13,"denominator":92,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"upperstream/agent-containers: “Cline: Upgrade to version 3.0.65”. Shr2005-dot/deskmind: “feat(widget): bot theme picker in settings — classic, cyber, aurora, sunrise”.","sources":[{"label":"upperstream/agent-containers · 5802b08","url":"https://github.com/upperstream/agent-containers/commit/5802b08fe7376286fd80a364e64cb44028877f6c"},{"label":"Shr2005-dot/deskmind · 6aef9d1","url":"https://github.com/Shr2005-dot/deskmind/commit/6aef9d1ddd2dbe9d205b14defa182fd8b637d96d"}]}],"observedFrom":"2026-10-07","observedThrough":"2026-10-11"},{"agentSlug":"codebuff","unit":"commits","sampleSize":98,"repositoryCount":42,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:19:03.022895+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"public-examples","headline":"Specific work you can inspect","body":"J-Akiru5/obbo: “fix: show PO quantity in individual bags, convert manual PO entry to units”. AnouerChouikhgithub/coffeestock-backend: “docs: phase 2 plan and status set to AWAITING_PLAN_APPROVAL”.","sources":[{"label":"J-Akiru5/obbo · 3c19618","url":"https://github.com/J-Akiru5/obbo/commit/3c19618cba30a0d90fe829825f0e2af04dd1c82d"},{"label":"AnouerChouikhgithub/coffeestock-backend · 5a17764","url":"https://github.com/AnouerChouikhgithub/coffeestock-backend/commit/5a17764c7cdb4dc281bb9d7d8ef1d6c4c934994f"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"codex","unit":"PRs","sampleSize":50,"repositoryCount":49,"from":"2026-10-11","through":"2026-10-11","capturedAt":"2026-10-14T05:22:49.449390+00:00","method":"Up to 50 most recently created public PR search results within the audit window; post-filtered for body attribution or Codex branch. A recent convenience sample, not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"coderabbit-follow-ups","headline":"Codex-attributed work gets CodeRabbit follow-ups","body":"In CodeRabbit’s May 25–October 11 audit, we found 6 original PRs crediting Codex, followed by 7 CodeRabbit auto-fix PRs; 5 follow-ups were merged. This cohort was selected through CodeRabbit, so it cannot tell us what fraction of this agent’s overall work receives follow-up fixes. Credits can name a model without identifying its client.","sources":[{"label":"gaineziswear/Digital-Trap #2","url":"https://github.com/gaineziswear/Digital-Trap/pull/2"},{"label":"didaxus/civitas #192","url":"https://github.com/didaxus/civitas/pull/192"},{"label":"didaxus/OCTO #269","url":"https://github.com/didaxus/OCTO/pull/269"}],"scope":"Separate study: CodeRabbit follow-ups, May 25–October 11, 2026"},{"id":"public-examples","headline":"Specific work you can inspect","body":"BazaarPlusPlus/BazaarPlusPlus: “fix(mod): restore combat status toggle and native UI layering” (merged). portingpete/The-Darkness-Recomp: “Keep keyboard prompts after level-loading texture eviction” (merged).","sources":[{"label":"BazaarPlusPlus/BazaarPlusPlus #303","url":"https://github.com/BazaarPlusPlus/BazaarPlusPlus/pull/303"},{"label":"portingpete/The-Darkness-Recomp #103","url":"https://github.com/portingpete/The-Darkness-Recomp/pull/103"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"crush","unit":"commits","sampleSize":80,"repositoryCount":19,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:16:42.548916+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 2 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"1 of 80 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"POWERFULMOVES/PMOVES.AI · e95599a","url":"https://github.com/POWERFULMOVES/PMOVES.AI/commit/e95599a3867901aaf11f68e86ac38c2c3a11b38e"}],"fraction":{"numerator":1,"denominator":80,"label":"sampled commits"}},{"id":"repo-concentration","headline":"One repository dominates this visible sample","body":"LarsArtmann/templ-components accounts for 35 of the 80 distinct attributed commits returned. This makes the sample useful for studying that project’s workflow, but unsuitable as a picture of the agent’s wider adoption.","sources":[{"label":"LarsArtmann/templ-components · 085e106","url":"https://github.com/LarsArtmann/templ-components/commit/085e10684d52fbf8b88271bc4880aafbd0b228ca"}],"fraction":{"numerator":35,"denominator":80,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"LarsArtmann/go-cqrs-lite: “docs(changelog): receipt the M07 New-error-path engine teardown”. LarsArtmann/templ-components: “release: 1.20.1 — fix: sibling submodule requires pinned at resolvable versions (v1.20.0 shipped zero pseudo-versions that broke consumer go mod tidy/download)”.","sources":[{"label":"LarsArtmann/go-cqrs-lite · 1336857","url":"https://github.com/LarsArtmann/go-cqrs-lite/commit/1336857e8a1ae428e117b325ddb51b3ca060465a"},{"label":"LarsArtmann/templ-components · 085e106","url":"https://github.com/LarsArtmann/templ-components/commit/085e10684d52fbf8b88271bc4880aafbd0b228ca"}]}],"observedFrom":"2026-09-02","observedThrough":"2026-10-06"},{"agentSlug":"cursor","unit":"PRs","sampleSize":452,"repositoryCount":335,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T04:56:18.489149+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"coderabbit-follow-ups","headline":"Cursor-attributed work gets CodeRabbit follow-ups","body":"In CodeRabbit’s May 25–October 11 audit, we found 12 original PRs crediting Cursor, followed by 15 CodeRabbit auto-fix PRs; 11 follow-ups were merged. This cohort was selected through CodeRabbit, so it cannot tell us what fraction of this agent’s overall work receives follow-up fixes. Credits can name a model without identifying its client.","sources":[{"label":"kernelKain/footwork #7","url":"https://github.com/kernelKain/footwork/pull/7"},{"label":"aakash-priyadarshi/gold-shop-app #10","url":"https://github.com/aakash-priyadarshi/gold-shop-app/pull/10"},{"label":"iDorgham/Gateflow #207","url":"https://github.com/iDorgham/Gateflow/pull/207"}],"scope":"Separate study: CodeRabbit follow-ups, May 25–October 11, 2026"},{"id":"public-examples","headline":"Specific work you can inspect","body":"millionco/react-doctor: “feat(rules): add UI-library composition and correctness rules behind capability gates” (merged). rmcrackan/Libation: “Add HasSubtitle and TitleHasColon search fields” (merged).","sources":[{"label":"millionco/react-doctor #1654","url":"https://github.com/millionco/react-doctor/pull/1654"},{"label":"rmcrackan/Libation #1957","url":"https://github.com/rmcrackan/Libation/pull/1957"}]}],"observedFrom":"2026-06-21","observedThrough":"2026-10-11"},{"agentSlug":"devin","unit":"PRs","sampleSize":500,"repositoryCount":201,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T04:59:00.242795+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"coderabbit-follow-ups","headline":"Devin-attributed work gets CodeRabbit follow-ups","body":"In CodeRabbit’s May 25–October 11 audit, we found 2 original PRs crediting Devin, followed by 2 CodeRabbit auto-fix PRs; 1 follow-ups were merged. This cohort was selected through CodeRabbit, so it cannot tell us what fraction of this agent’s overall work receives follow-up fixes. Credits can name a model without identifying its client.","sources":[{"label":"tonythethompson/Olive-Studio #10","url":"https://github.com/tonythethompson/Olive-Studio/pull/10"},{"label":"youngo-consitutency/hub #58","url":"https://github.com/youngo-consitutency/hub/pull/58"}],"scope":"Separate study: CodeRabbit follow-ups, May 25–October 11, 2026"},{"id":"public-examples","headline":"Specific work you can inspect","body":"BerriAI/litellm: “fix(ui): move tags typed into key metadata JSON into the Tags field” (merged). OpenAgentsInc/openagents: “docs: spec for connecting a GPU door (GCE H100, Modal, local) to a chat” (merged).","sources":[{"label":"BerriAI/litellm #41023","url":"https://github.com/BerriAI/litellm/pull/41023"},{"label":"OpenAgentsInc/openagents #11362","url":"https://github.com/OpenAgentsInc/openagents/pull/11362"}]}],"observedFrom":"2026-06-21","observedThrough":"2026-10-11"},{"agentSlug":"factory-droid","unit":"PRs","sampleSize":81,"repositoryCount":15,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T04:59:16.521919+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"owner-concentration","headline":"One owner explains most of the visible bot activity","body":"71 of 81 sampled bot-authored PRs belong to repositories under EffortlessMetrics. Only 3 repository owners appear in this sample. A PR count here is strongly influenced by a small number of owners, and is not a count of customers.","sources":[{"label":"EffortlessMetrics/shiplog #624","url":"https://github.com/EffortlessMetrics/shiplog/pull/624"},{"label":"EffortlessMetrics/tokmd-swarm #626","url":"https://github.com/EffortlessMetrics/tokmd-swarm/pull/626"},{"label":"EffortlessMetrics/shiplog-swarm #336","url":"https://github.com/EffortlessMetrics/shiplog-swarm/pull/336"}],"fraction":{"numerator":71,"denominator":81,"label":"sampled PRs"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"Factory-AI/factory-plugins: “fix(droid-control): preserve evidence across automation workflows” (merged). Factory-AI/droid-action: “fix: fully redact long GitHub App installation tokens” (merged).","sources":[{"label":"Factory-AI/factory-plugins #49","url":"https://github.com/Factory-AI/factory-plugins/pull/49"},{"label":"Factory-AI/droid-action #160","url":"https://github.com/Factory-AI/droid-action/pull/160"}]}],"observedFrom":"2026-05-25","observedThrough":"2026-10-05"},{"agentSlug":"gemini-cli","unit":"commits","sampleSize":25,"repositoryCount":1,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:02:30.709410+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow. Of 82 unique candidate commits, 25 explicitly named Gemini CLI; model-only and other-client trailers were excluded. A model name alone is not an agent signature.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"25 of 25 unique sampled commits carry additional agent attribution (Claude, Cursor). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"jee1/memento · 629e1dd","url":"https://github.com/jee1/memento/commit/629e1ddddf1117942cecfcc9e4bcffc93c1da6a0"}],"fraction":{"numerator":25,"denominator":25,"label":"sampled commits"}},{"id":"repo-concentration","headline":"One repository dominates this visible sample","body":"jee1/memento accounts for 25 of the 25 distinct attributed commits returned. This makes the sample useful for studying that project’s workflow, but unsuitable as a picture of the agent’s wider adoption.","sources":[{"label":"jee1/memento · 629e1dd","url":"https://github.com/jee1/memento/commit/629e1ddddf1117942cecfcc9e4bcffc93c1da6a0"}],"fraction":{"numerator":25,"denominator":25,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"jee1/memento: “chore(release): 2.0.4 (#1337)”.","sources":[{"label":"jee1/memento · 629e1dd","url":"https://github.com/jee1/memento/commit/629e1ddddf1117942cecfcc9e4bcffc93c1da6a0"}]}],"observedFrom":"2026-08-28","observedThrough":"2026-10-11"},{"agentSlug":"github-copilot","unit":"PRs","sampleSize":500,"repositoryCount":326,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T04:57:41.716783+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"building-agent-workflows","headline":"An agent helps build GitHub’s agentic-workflow tooling","body":"The sample contains 9 Copilot-authored PRs in github/gh-aw. That is a concrete instance of a coding agent contributing to the tools used to run agent workflows. Linked PRs show their individual status.","sources":[{"label":"github/gh-aw #67810","url":"https://github.com/github/gh-aw/pull/67810"}]},{"id":"coderabbit-follow-ups","headline":"Copilot Autofix-attributed work gets CodeRabbit follow-ups","body":"In CodeRabbit’s May 25–October 11 audit, we found 3 original PRs crediting Copilot Autofix, followed by 3 CodeRabbit auto-fix PRs; 0 follow-ups were merged. This cohort was selected through CodeRabbit, so it cannot tell us what fraction of this agent’s overall work receives follow-up fixes. Credits can name a model without identifying its client.","sources":[{"label":"k-dot-greyz/zenOS #51","url":"https://github.com/k-dot-greyz/zenOS/pull/51"},{"label":"glkglob/refurb-genius #46","url":"https://github.com/glkglob/refurb-genius/pull/46"},{"label":"infinotiver/lockin #5","url":"https://github.com/infinotiver/lockin/pull/5"}],"scope":"Separate study: CodeRabbit follow-ups, May 25–October 11, 2026"},{"id":"public-examples","headline":"Specific work you can inspect","body":"rommapp/romm: “Add `.xdelta` support to server-side ROM patcher and v2 patcher UI” (merged). github/gh-aw: “Report skipped threat detection when the detector was not installed” (merged).","sources":[{"label":"rommapp/romm #4215","url":"https://github.com/rommapp/romm/pull/4215"},{"label":"github/gh-aw #67810","url":"https://github.com/github/gh-aw/pull/67810"}]}],"observedFrom":"2026-06-21","observedThrough":"2026-10-11"},{"agentSlug":"goose","unit":"commits","sampleSize":88,"repositoryCount":10,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:19:22.748418+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 1 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"4 of 88 unique sampled commits carry additional agent attribution (Codex, Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"ilezhnin/distill-code · 45c3afd","url":"https://github.com/ilezhnin/distill-code/commit/45c3afd50d85e789d2ef3aed8fc0a90a78fdd4be"},{"label":"block/berd · 8f76559","url":"https://github.com/block/berd/commit/8f76559d2ccd6e8ba62ec41d9f87b65b5ddbe9ce"},{"label":"beehive-nature/beehive-nature · 9cbb067","url":"https://github.com/beehive-nature/beehive-nature/commit/9cbb0673d5ef0ea7615e2808b63a2c923e163fae"}],"fraction":{"numerator":4,"denominator":88,"label":"sampled commits"}},{"id":"repo-concentration","headline":"One repository dominates this visible sample","body":"woodard/75fasmod accounts for 64 of the 88 distinct attributed commits returned. This makes the sample useful for studying that project’s workflow, but unsuitable as a picture of the agent’s wider adoption.","sources":[{"label":"woodard/75fasmod · 22018a2","url":"https://github.com/woodard/75fasmod/commit/22018a20a1576c594c8412b9cf345d419d71f35c"}],"fraction":{"numerator":64,"denominator":88,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"block/berd: “fix(berdctl): authenticate local control requests (#272)”. Hamlib/Hamlib: “Check for TIOCEXCL availability and conditionally compile ioctl calls”.","sources":[{"label":"block/berd · 6a88cbb","url":"https://github.com/block/berd/commit/6a88cbbd4773d537873bbf12146f85653905d03f"},{"label":"Hamlib/Hamlib · e9ef0cc","url":"https://github.com/Hamlib/Hamlib/commit/e9ef0cc3b2d41eb28ef255518df808be656dadaf"}]}],"observedFrom":"2026-08-04","observedThrough":"2026-10-08"},{"agentSlug":"jetbrains-junie","unit":"commits","sampleSize":95,"repositoryCount":16,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:14:22.011157+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 3 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"3 of 95 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"lfdominguez/my-car-tracking-mobile-app · 5d9999c","url":"https://github.com/lfdominguez/my-car-tracking-mobile-app/commit/5d9999c4e06968286a0ed20d779f8af15079225f"}],"fraction":{"numerator":3,"denominator":95,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"tngo0508/PersonalFinance: “\"Refactor Net Worth projection feature to use API service with validation and shared DTOs\"”. MikiEremiki/baby_domik_bot: “fix: исправлены regex паттерны callback для чеков (убран лишний символ | в конце)”.","sources":[{"label":"tngo0508/PersonalFinance · fa77938","url":"https://github.com/tngo0508/PersonalFinance/commit/fa77938172196bcaed0f542a1a0c5c94e6e228b6"},{"label":"MikiEremiki/baby_domik_bot · 3d58498","url":"https://github.com/MikiEremiki/baby_domik_bot/commit/3d584982cea81c6deed2fd762b2fb70081c8728b"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"jules","unit":"PRs","sampleSize":488,"repositoryCount":281,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T04:57:51.316829+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"named-task-tracks","headline":"Recurring task tracks show up across projects","body":"197 of 488 PR titles use the labels Palette, Bolt or Sentinel, across 117 repositories. Examples name accessibility, performance and security tasks. The labels are observable; they do not establish whether a human or a schedule triggered the work.","sources":[{"label":"rwilliamspbg-ops/Ghostlink #525","url":"https://github.com/rwilliamspbg-ops/Ghostlink/pull/525"},{"label":"giauphan/codeatlas-platform #59","url":"https://github.com/giauphan/codeatlas-platform/pull/59"},{"label":"AaryanSinghChauhan09/SigmaOS #2207","url":"https://github.com/AaryanSinghChauhan09/SigmaOS/pull/2207"}],"fraction":{"numerator":197,"denominator":488,"label":"sampled PRs"}},{"id":"coderabbit-follow-ups","headline":"Jules-attributed work gets CodeRabbit follow-ups","body":"In CodeRabbit’s May 25–October 11 audit, we found 1 original PRs crediting Jules, followed by 2 CodeRabbit auto-fix PRs; 1 follow-ups were merged. This cohort was selected through CodeRabbit, so it cannot tell us what fraction of this agent’s overall work receives follow-up fixes. Credits can name a model without identifying its client.","sources":[{"label":"elonuziel/Behatsdaa-site-ai-mesh #24","url":"https://github.com/elonuziel/Behatsdaa-site-ai-mesh/pull/24"}],"scope":"Separate study: CodeRabbit follow-ups, May 25–October 11, 2026"},{"id":"public-examples","headline":"Specific work you can inspect","body":"BintzGavin/helios: “✨ RENDERER: Inline `limit` evaluation in `CaptureLoop.ts` runWorker paths” (merged). rwilliamspbg-ops/Ghostlink: “🎨 Palette: Enhance keyboard focus rings and aria-current selection on Projects tab” (merged).","sources":[{"label":"BintzGavin/helios #4953","url":"https://github.com/BintzGavin/helios/pull/4953"},{"label":"rwilliamspbg-ops/Ghostlink #525","url":"https://github.com/rwilliamspbg-ops/Ghostlink/pull/525"}]}],"observedFrom":"2026-06-21","observedThrough":"2026-10-11"},{"agentSlug":"kilo-code","unit":"PRs","sampleSize":500,"repositoryCount":89,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:00:27.755260+00:00","method":"Up to 100 most recently created search results in each of five consecutive 28-day windows; post-filtered for attribution in the PR body, bot author, or Codex branch. Not a random or exhaustive sample.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. PR status is recorded at capture; merged does not establish correctness.","findings":[{"id":"cloud-and-fleet","headline":"Public work spans its own cloud and device-management tooling","body":"The sample contains 32 bot-authored PRs in Kilo-Org/cloud and 22 in fleetdm/fleet. These are repository-level observations, not claims of company-wide adoption.","sources":[{"label":"fleetdm/fleet #52933","url":"https://github.com/fleetdm/fleet/pull/52933"},{"label":"Kilo-Org/cloud #7348","url":"https://github.com/Kilo-Org/cloud/pull/7348"}]},{"id":"public-examples","headline":"Specific work you can inspect","body":"Kilo-Org/kilocode: “docs: add Auto Efficient tier to Auto Model documentation” (merged). fleetdm/fleet: “Add 'Why short emails?' section to why-this-way handbook” (merged).","sources":[{"label":"Kilo-Org/kilocode #11431","url":"https://github.com/Kilo-Org/kilocode/pull/11431"},{"label":"fleetdm/fleet #52933","url":"https://github.com/fleetdm/fleet/pull/52933"}]}],"observedFrom":"2026-06-14","observedThrough":"2026-10-11"},{"agentSlug":"kimi-code-cli","unit":"commits","sampleSize":85,"repositoryCount":33,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:19:13.354400+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"2 of 85 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"s0fractal/genesis · 53f63f5","url":"https://github.com/s0fractal/genesis/commit/53f63f57d5727e7eee07e0972246e143291e4c19"},{"label":"whiteteebhf/the-blessed-handoff · e6fab5f","url":"https://github.com/whiteteebhf/the-blessed-handoff/commit/e6fab5fd59b0b90b563d0c404fa8efc738dc8f4c"}],"fraction":{"numerator":2,"denominator":85,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"RavaniRoshan/metroresolve: “docs: upgrade README design with screenshots, badges, and demo walkthrough”. pankaj357/D-Sites: “D-Sites v1.3.0”.","sources":[{"label":"RavaniRoshan/metroresolve · cf211a3","url":"https://github.com/RavaniRoshan/metroresolve/commit/cf211a31872719ed92d3a555f889481e757a9ede"},{"label":"pankaj357/D-Sites · fa44e6c","url":"https://github.com/pankaj357/D-Sites/commit/fa44e6c6abe691ac0bca223061df3384ff876fde"}]}],"observedFrom":"2026-06-24","observedThrough":"2026-10-11"},{"agentSlug":"kiro","unit":"commits","sampleSize":97,"repositoryCount":11,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:16:51.790081+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 3 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"1 of 97 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"dbn1972/civitasone-suite · 5fc20b3","url":"https://github.com/dbn1972/civitasone-suite/commit/5fc20b38b9db622a97c3c25a92fdfb5c35f3fb06"}],"fraction":{"numerator":1,"denominator":97,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"wecare-digital/wecare-digital: “fix(vayulok): suppress hydration warning on the live local-time element (#370)”. elofavoritos-glitch/elolog: “Dashboard offline: filtro por período + gráficos de impacto (#1)”.","sources":[{"label":"wecare-digital/wecare-digital · 4e6857f","url":"https://github.com/wecare-digital/wecare-digital/commit/4e6857f7aa531b60e8ec5072450469b8b48b177e"},{"label":"elofavoritos-glitch/elolog · 5fce6c5","url":"https://github.com/elofavoritos-glitch/elolog/commit/5fce6c51b305b06f547eaa3ad96a6877649087b2"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"mistral-vibe-code","unit":"commits","sampleSize":100,"repositoryCount":33,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:05:00.983038+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"public-examples","headline":"Specific work you can inspect","body":"jonathank55/easydateien: “Feature: Zeiger-Position pro Ordner bei Pfeiltasten-Navigation (links/rechts) merken”. buchenberg/shepherd-kernel-go: “docs: plan 06 status -- follow-ups are document-wide, not phases/non-goals (review)”.","sources":[{"label":"jonathank55/easydateien · fbfb104","url":"https://github.com/jonathank55/easydateien/commit/fbfb1048d0769a32ffa7665157e208bcec62a41e"},{"label":"buchenberg/shepherd-kernel-go · 5e2b701","url":"https://github.com/buchenberg/shepherd-kernel-go/commit/5e2b7010b93dd8ae6db78fc1ff877c453e2e2c05"}]}],"observedFrom":"2026-10-11","observedThrough":"2026-10-11"},{"agentSlug":"muse-code","unit":"commits","sampleSize":100,"repositoryCount":5,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:04:50.599119+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"3 of 100 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"DataZooDE/escurel · 134de7c","url":"https://github.com/DataZooDE/escurel/commit/134de7c3db00aaeecb1aeb10ecce045eeca1e303"}],"fraction":{"numerator":3,"denominator":100,"label":"sampled commits"}},{"id":"repo-concentration","headline":"One repository dominates this visible sample","body":"karthikkode/kardata accounts for 83 of the 100 distinct attributed commits returned. This makes the sample useful for studying that project’s workflow, but unsuitable as a picture of the agent’s wider adoption.","sources":[{"label":"karthikkode/kardata · 96dc4b8","url":"https://github.com/karthikkode/kardata/commit/96dc4b8d9e5ac22b02a5ef13f539164de2c987eb"}],"fraction":{"numerator":83,"denominator":100,"label":"sampled commits"}},{"id":"public-examples","headline":"Specific work you can inspect","body":"DataZooDE/escurel: “demo: one story script for both web stacks (story-s2d.sh folded into story.sh) (#697)”. wicanr2/retro-runtime-study: “DSMI 核心與驅動公開文章（PUB10，#48）”.","sources":[{"label":"DataZooDE/escurel · 134de7c","url":"https://github.com/DataZooDE/escurel/commit/134de7c3db00aaeecb1aeb10ecce045eeca1e303"},{"label":"wicanr2/retro-runtime-study · b4645ed","url":"https://github.com/wicanr2/retro-runtime-study/commit/b4645ed59f8c6481f688c38ca0fd4bf0be9da2c8"}]}],"observedFrom":"2026-10-06","observedThrough":"2026-10-11"},{"agentSlug":"opencode","unit":"commits","sampleSize":81,"repositoryCount":11,"from":"2026-05-25","through":"2026-10-11","capturedAt":"2026-10-14T05:04:41.299728+00:00","method":"Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.","limitations":"This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy. GitHub flagged incomplete search results; only returned, validated records are described and search totals are not used.","findings":[{"id":"shared-credit","headline":"The same commits can credit more than one agent","body":"1 of 81 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.","sources":[{"label":"djjay0131/agentic-kg · eb640f0","url":"https://github.com/djjay0131/agentic-kg/commit/eb640f09c6ed217668f9bd691d03a3ee079676ce"}],"fraction":{"numerator":1,"denominator":81,"label":"sampled commits"}},{"id":"repo-concentration","headline":"One repository dominates this visible sample","body":"Ashahell/ReIncarnation accounts for 46 of the 81 distinct attributed commits returned. 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