{"schema_version":"dashboard-memory-file.v1","generated_at":1790075034.0629494,"file":{"path":"agents/history/99f8e54f-0965-4727-aa2c-0309c34cb939.md","path_id":"297e32a617cea1074aeba66c","category":"agents","title":"Code review: [AML] Update README after deprecated experiment config removal","size_bytes":27188,"mtime":1789405678.6799188,"age_days":7.7,"stale":true,"staleness_reason":"contains marker: deprecated","source":"agent run record","provenance":["memory/agents","mtime:2026-09-14"],"warnings":["deprecated","stale"],"entities":[{"kind":"domain","value":"confluence.nvidia.com","label":"confluence.nvidia.com"},{"kind":"domain","value":"git-av.nvidia.com","label":"git-av.nvidia.com"},{"kind":"domain","value":"maglev.nvda.ai","label":"maglev.nvda.ai"},{"kind":"domain","value":"nvci-apps.nvidia.com","label":"nvci-apps.nvidia.com"},{"kind":"domain","value":"prod.blsm.nvidia.com","label":"prod.blsm.nvidia.com"},{"kind":"domain","value":"space.nvidia.com","label":"space.nvidia.com"},{"kind":"domain","value":"testbot.nvidia.com","label":"testbot.nvidia.com"},{"kind":"git_sha","value":"000000000","label":"000000000"},{"kind":"git_sha","value":"01945e25","label":"01945e25"},{"kind":"git_sha","value":"019bb8c1","label":"019bb8c1"},{"kind":"git_sha","value":"01a0962b","label":"01a0962b"},{"kind":"git_sha","value":"01a0a0db","label":"01a0a0db"},{"kind":"git_sha","value":"0309c34cb939","label":"0309c34cb939"},{"kind":"git_sha","value":"10154793","label":"10154793"},{"kind":"git_sha","value":"5f7f82cf7802","label":"5f7f82cf7802"},{"kind":"git_sha","value":"979adc1653b48a1f1992c71a2200433720e97ce8","label":"979adc1653b4"},{"kind":"git_sha","value":"99f8e54f","label":"99f8e54f"},{"kind":"git_sha","value":"c21a985ff689","label":"c21a985ff689"},{"kind":"git_sha","value":"c353de6f54f9d6d5cfc45a148bfbb0b5ecd9fd97","label":"c353de6f54f9"},{"kind":"git_sha","value":"d3928e69066e","label":"d3928e69066e"}],"metadata":{}},"content":"---\nagent_session_path: /home/kyhuang/.codex/sessions/2026/09/14/rollout-2026-09-14T16-58-44-01a0a0db-55ad-7df1-88e1-5f7f82cf7802.jsonl\nbase_branch: av-dev-l2pp-2\nbranch: dylanbot/99f8e54f-code-review-aml-upd\nchat_id: 01a0a0db-55ad-7df1-88e1-5f7f82cf7802\ncompleted_at: 1789405335.7688913\ncompletion_artifact_status: not_required\ncreated_at: 1789405084.812685\ndefinition_of_done:\n- Review findings are grounded in the diff and ordered by severity.\n- NDAS terminology and timestamp assumptions are checked.\n- Unresolved questions are surfaced to Dylan instead of guessed.\n- Draft comments are prepared or posted only as unpublished Gerrit drafts, or Dylan\n explicitly decides not to draft them.\n- Dylan remains the sole publisher for any Gerrit review comments, labels, votes,\n messages, retriggers, or submit actions.\n- The review thread is tracked until drafts are handled or the task is handed off.\ndescription: \"# Code review: [AML] Update README after deprecated experiment config\\\n \\ removal\\n- Author: yush\\n- Platform: gerrit\\n- URL: https://git-av.nvidia.com/r/c/ndas/+/958760\\n\\\n \\n## DRAFTS ONLY \\u2014 NEVER PUBLISH\\n\\nThis is a Gerrit code-review task. You\\\n \\ may prepare draft comments, but you must\\nnever publish anything to Gerrit. Dylan\\\n \\ is the sole publisher.\\n\\nForbidden publish paths and equivalents:\\n- Do not call\\\n \\ `POST /changes/.../revisions/.../review` or\\n `POST /a/changes/.../revisions/.../review`.\\n\\\n - Do not run `dylanbot gerrit review`, `dylanbot gerrit draft publish`,\\n `dylanbot\\\n \\ gerrit retrigger`, `gerrit review`, `git review`\\n publish/vote/message options,\\\n \\ `glab`/`gerrit` publish equivalents, or any\\n raw `curl`/script/browser automation\\\n \\ that posts a Gerrit review, label, vote,\\n message, or submit action.\\n\\nCorrect\\\n \\ draft-only path:\\n- The only Gerrit write path allowed for review comments is\\n\\\n \\ `PUT /changes/.../revisions/.../drafts` or\\n `PUT /a/changes/.../revisions/.../drafts`.\\n\\\n - For this task, prefer not to write to Gerrit yourself. Emit the JSON findings\\n\\\n \\ requested below; DylanBot will create unpublished Gerrit drafts from that JSON.\\n\\\n \\n\\n## Step 1: Fetch the CL into this worktree\\n\\n```bash\\ngit fetch origin refs/changes/60/958760/2\\\n \\ && git checkout FETCH_HEAD\\n```\\n\\nIf that doesn't work, try fetching the specific\\\n \\ patchset:\\n```bash\\ncurl -s -n 'https://git-av.nvidia.com/r/a/changes/958760?o=CURRENT_REVISION'\\\n \\ | tail -n +2 | jq -r '.current_revision as $rev | .revisions[$rev].ref'\\n```\\n\\\n Then `git fetch origin && git checkout FETCH_HEAD`.\\n\\nDylanBot pinned this\\\n \\ review launch to patchset `2` at revision `979adc1653b48a1f1992c71a2200433720e97ce8`.\\\n \\ If Gerrit moves to a new patchset before completion, DylanBot will block draft\\\n \\ posting and ask for a fresh review.\\n\\n\\n## Step 2: Read the code-review rule\\n\\\n \\nRead `.cursor/rules/code-review.mdc` in this worktree if it exists. Also read\\\n \\ `~/.cursor/rules/gerrit-code-review.mdc` for Gerrit CLs. Follow their tone, conventions,\\\n \\ and review guidelines.\\n\\n## Step 3: Review the code\\n\\nRead the changed files\\\n \\ and review them thoroughly. Focus on correctness, edge cases, naming, and style.\\\n \\ Match Dylan's writing tone (lowercase, concise, conversational).\\n\\n## Step 4:\\\n \\ Emit structured comments (machine-parseable record)\\n\\nProduce inline review comments\\\n \\ as a JSON array, in this exact shape:\\n```json\\n[{\\\"file\\\": \\\"path/to/file\\\",\\\n \\ \\\"line\\\": 42, \\\"comment\\\": \\\"...\\\", \\\"severity\\\": \\\"info|warning|error\\\"}]\\n```\\n\\\n \\nPut the JSON array in a ```json fenced block in the task result. **This is the\\\n \\ only thing the daemon needs from you.** DylanBot will read this block and post\\\n \\ each entry as an unpublished draft comment to the correct file/line on the CL\\\n \\ using its Gerrit integration. You do **not** need to post anything yourself \\u2014\\\n \\ no curl, no API calls, no `git review`. Drafts only; Dylan will publish them himself\\\n \\ in the Gerrit UI.\\n\\n## Diff summary (for orientation \\u2014 review the actual\\\n \\ files, not just this):\\n\\n{\\n \\\"project\\\": \\\"ndas\\\",\\n \\\"branch\\\": \\\"av-dev-l2pp-2\\\"\\\n ,\\n \\\"hashtags\\\": [\\n \\\"ZeroRisk\\\",\\n \\\"comp-alpamayo\\\"\\n ],\\n \\\"change_id\\\"\\\n : \\\"Ic9e4eb35905f3b5ba094de066496766f99b36534\\\",\\n \\\"subject\\\": \\\"[AML] Update\\\n \\ README after deprecated experiment config removal\\\",\\n \\\"status\\\": \\\"NEW\\\",\\n\\\n \\ \\\"created\\\": \\\"2026-09-11 19:47:49.000000000\\\",\\n \\\"updated\\\": \\\"2026-09-12\\\n \\ 18:50:16.000000000\\\",\\n \\\"submit_type\\\": \\\"REBASE_ALWAYS\\\",\\n \\\"insertions\\\"\\\n : 43,\\n \\\"deletions\\\": 91,\\n \\\"total_comment_count\\\": 2,\\n \\\"unresolved_comment_count\\\"\\\n : 0,\\n \\\"_number\\\": 958760,\\n \\\"owner\\\": \\\"Yu Shen\\\",\\n \\\"reviewers\\\": [\\n \\\n \\ \\\"Gerrit Virtual Submit\\\",\\n \\\"gitavsvc-r2d2\\\"\\n ],\\n \\\"label_votes\\\": {\\n\\\n \\ \\\"GVS\\\": [\\n {\\n \\\"name\\\": \\\"Gerrit Virtual Submit\\\",\\n \\\n \\ \\\"value\\\": 1\\n }\\n ],\\n \\\"In-Car-Test\\\": [\\n {\\n \\\"name\\\"\\\n : \\\"gitavsvc-r2d2\\\",\\n \\\"value\\\": 4\\n }\\n ],\\n \\\"PLC\\\": [\\n \\\n \\ {\\n \\\"name\\\": \\\"gitavsvc-r2d2\\\",\\n \\\"value\\\": 1\\n }\\n \\\n \\ ]\\n },\\n \\\"recent_messages\\\": [\\n {\\n \\\"author\\\": \\\"gitavsvc-alfred-premerge\\\"\\\n ,\\n \\\"date\\\": \\\"2026-09-12 15:03:06.000000000\\\",\\n \\\"message\\\": \\\"Hashtag\\\n \\ added: ZeroRisk\\\\nHashtag removed: LowRisk\\\"\\n },\\n {\\n \\\"author\\\"\\\n : \\\"gitavsvc-alfred-premerge\\\",\\n \\\"date\\\": \\\"2026-09-12 15:03:07.000000000\\\"\\\n ,\\n \\\"message\\\": \\\"Patch Set 2:\\\\n\\\\nyush@nvidia.com set the Integration Risk\\\n \\ to ZeroRisk.\\\"\\n },\\n {\\n \\\"author\\\": \\\"svcjenkinsavbt\\\",\\n \\\"\\\n date\\\": \\\"2026-09-12 15:10:51.000000000\\\",\\n \\\"message\\\": \\\"Patch Set 2:\\\\\\\n n\\\\nPremerge code coverage started at https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/opt-in/job/coverage-linux-cuda-vcast-automatic/55100/\\\"\\\n \\n },\\n {\\n \\\"author\\\": \\\"svcteststudio\\\",\\n \\\"date\\\": \\\"2026-09-12\\\n \\ 15:12:42.000000000\\\",\\n \\\"message\\\": \\\"Patch Set 2:\\\\n\\\\nTestStudio premerge\\\n \\ tests PASSED.\\\\nResults: https://maglev.nvda.ai/ui/teststudio/jobs/01a0962b-40ed-788a-024e-c21a985ff689\\\\\\\n n\\\\nSuite: pmb-gating-msf-minimal-av-dev-l2pp-2. \\\\u2705 1 [\\\\u2197](https://maglev.nvda.ai/ui/teststudio/jobs/01a0962b-40ed-788a-024e-c21a985ff689?suite=01945e25-e25a-4673-0130-d3928e69066e:019bb8c1-d5d2-56fe-0375-f2a2945bf25b)\\\\\\\n n\\\\nFor additional support, visit: https://maglev.nvda.ai/docs/components/eval/faq\\\"\\\n \\n },\\n {\\n \\\"author\\\": \\\"gitavsvc-ugiza-jenkins\\\",\\n \\\"date\\\":\\\n \\ \\\"2026-09-12 15:19:20.000000000\\\",\\n \\\"message\\\": \\\"Patch Set 2:\\\\n\\\\nUGiza\\\n \\ Documentation Build SKIPPED\\\\nNo impacted Element/Unit pairs were found; Doxygen\\\n \\ premerge was skipped.\\\\nBuild link: https://prod.blsm.nvidia.com/sw-mobile-av-prod/job/ndas/job/docs/job/doxygen-premerge/job/doxygen-premerge-element-unit-check/49773/\\\"\\\n \\n },\\n {\\n \\\"author\\\": \\\"svcjenkinsavbt\\\",\\n \\\"date\\\": \\\"2026-09-12\\\n \\ 15:20:52.000000000\\\",\\n \\\"message\\\": \\\"Patch Set 2:\\\\n\\\\nCoverage SKIPPED:\\\n \\ This CL does not touch any units defined in //av/safety/module_lists.bzl https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/opt-in/job/coverage-linux-cuda-vcast-automatic/55100/\\\"\\\n \\n },\\n {\\n \\\"author\\\": \\\"Gerrit Virtual Submit\\\",\\n \\\"date\\\": \\\"\\\n 2026-09-12 18:32:42.000000000\\\",\\n \\\"message\\\": \\\"Patch Set 2:\\\\n\\\\nVirtual\\\n \\ submitted; http://testbot.nvidia.com/testbot/view/content/change/changeDetail.jsf?bseid=10154793&bsid=7;\\\n \\ Link to nvci UI: https://nvci-apps.nvidia.com/ci/pipelines/10154793; bseid: 10154793;\\\n \\ Please try out new SPACE UI (Beta): https://space.nvidia.com/pipelines/details?bseId=10154793&bsId=7;\\\n \\ ;\\\"\\n },\\n {\\n \\\"author\\\": \\\"Gerrit Virtual Submit\\\",\\n \\\"date\\\"\\\n : \\\"2026-09-12 18:48:37.000000000\\\",\\n \\\"message\\\": \\\"Patch Set 2: GVS+1\\\\\\\n n\\\\nGVS successful; Build(s) successful; Test(s) successful; http://testbot.nvidia.com/testbot/view/content/change/changeDetail.jsf?bseid=10154793&bsid=7;\\\n \\ Link to nvci UI: https://nvci-apps.nvidia.com/ci/pipelines/10154793; bseid: 10154793;\\\n \\ Please try out new SPACE UI (Beta): https://space.nvidia.com/pipelines/details?bseId=10154793&bsId=7;\\\n \\ In case of failures related to os-secured-g builds/packages/tests, please check\\\n \\ https://confluence.nvidia.com/display/OSG/os-secured-g+build\\\"\\n },\\n {\\n\\\n \\ \\\"author\\\": \\\"svcenomis\\\",\\n \\\"date\\\": \\\"2026-09-12 18:48:45.000000000\\\"\\\n ,\\n \\\"message\\\": \\\"Patch Set 2:\\\\n\\\\nUsing https://nvci-apps.nvidia.com/ci/pipelines/10154793;\\\n \\ to identify dependencies: No dependencies found for this change. To override the\\\n \\ dependencies identified, Please refer to https://confluence.nvidia.com/x/jgYcQg\\\n \\ for more details.\\\"\\n },\\n {\\n \\\"author\\\": \\\"gitavsvc-r2d2\\\",\\n \\\n \\ \\\"date\\\": \\\"2026-09-12 18:50:16.000000000\\\",\\n \\\"message\\\": \\\"Patch Set\\\n \\ 2: In-Car-Test+4 PLC+1\\\\n\\\\nStability lockdown exception granted (Granted (verified-safe\\\n \\ files only) without a build)\\\\n\\\\nASE report: https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/stabilization-lockdown/job/build-auto-stability-exception/261441/artifact/ase-report.html\\\\\\\n nJenkins build: https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/stabilization-lockdown/job/build-auto-stability-exception/261441/\\\"\\\n \\n }\\n ]\\n}\\n\\n## Project notes:\\n\\n\"\nexit_code: 0\nlifecycle_policy: ndas.code_review\nmerge_failure_kind: cleanup_dirty_worktree\nmerge_sha: c353de6f54f9d6d5cfc45a148bfbb0b5ecd9fd97\nparent_channel: D0BET9CTWCW\nparent_ts: '1789405121.977239'\npid: 4107754\nprompt_manifest_algorithm_version: 1\nprompt_manifest_hash: 7290fd2a2bdd45bc002d491f6a9bbe03f31fc87da1c15223ad787d57c1fc88c4\nprompt_manifest_path: /home/kyhuang/.config/dylanbot/memory/agents/prompts/99f8e54f-0965-4727-aa2c-0309c34cb939.json\nprompt_manifest_schema_version: 1\nprompt_part_count: 8\nprompt_rendered_hash: d4bd10dbfc3b00d62d928909c926d8e3140dd4f30f72ba66bde02473481c16b8\nrepo: /home/kyhuang/scratch/ndas\nrepo_family: ndas\nresult_summary: 'Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/99f8e54f-0965-4727-aa2c-0309c34cb939`\n has dirty files after merge.\n\n Task status: `completed`.\n\n Backlog item: `none`.\n\n Dirty files:\n\n - ?? .cursor/rules/dylanbot-auto-merge.md (differs from `av-dev-l2pp-2`)\n\n - ?? .cursor/rules/dylanbot-handoff.md (differs from `av-dev-l2pp-2`)\n\n - ?? .cursor/rules/dylanbot-subagent.md (differs from `av-dev-l2pp-2`)'\nruntime: codex\nruntime_command: codex\nruntime_invocation_profile: codex.exec.yolo_json\nruntime_mode: cli\nruntime_requested_mode: cli\nsource_event_id: ''\nsource_intent: code_review_request\nspawn_context_algorithm_version: 1\nspawn_context_bundle_hash: 74cf03e635081d6c8b6aa9efb179d08baa8ded6ffb5c0f24c9e6d9fd9b0a5002\nspawn_context_bundle_path: /home/kyhuang/.config/dylanbot/memory/agents/context/99f8e54f-0965-4727-aa2c-0309c34cb939.json\nspawn_context_item_count: 6\nspawn_context_schema_version: 1\nspawn_contract_status: valid\nspawn_policy: auto\nstage_spec_algorithm_version: 2\nstage_spec_hash: 404ebfd6213eb34537baf06db46d5677bc99f86c736ff5179799714fe3a3fc8f\nstage_spec_id: stage:99f8e54f-0965-4727-aa2c-0309c34cb939:v0\nstage_spec_path: /home/kyhuang/.config/dylanbot/memory/agents/stages/99f8e54f-0965-4727-aa2c-0309c34cb939.json\nstage_spec_schema_version: 1\nstarted_at: 1789405121.8254466\nstatus: merge_failed\nsuccess_criteria:\n- Review the requested NDAS CL/diff for correctness, regressions, and missing tests.\n- Check NDAS-specific terminology and data assumptions.\n- Draft Gerrit review comments only; never publish comments, labels, votes, messages,\n retriggers, or submit actions.\ntask_id: 99f8e54f-0965-4727-aa2c-0309c34cb939\ntask_kind: code_review\nthread_ts: '1789405121.977239'\ntimeout_minutes: 30\nworktree: /home/kyhuang/.config/dylanbot/worktrees/99f8e54f-0965-4727-aa2c-0309c34cb939\n---\n\n## Task\n# Code review: [AML] Update README after deprecated experiment config removal\n- Author: yush\n- Platform: gerrit\n- URL: https://git-av.nvidia.com/r/c/ndas/+/958760\n\n## DRAFTS ONLY — NEVER PUBLISH\n\nThis is a Gerrit code-review task. You may prepare draft comments, but you must\nnever publish anything to Gerrit. Dylan is the sole publisher.\n\nForbidden publish paths and equivalents:\n- Do not call `POST /changes/.../revisions/.../review` or\n `POST /a/changes/.../revisions/.../review`.\n- Do not run `dylanbot gerrit review`, `dylanbot gerrit draft publish`,\n `dylanbot gerrit retrigger`, `gerrit review`, `git review`\n publish/vote/message options, `glab`/`gerrit` publish equivalents, or any\n raw `curl`/script/browser automation that posts a Gerrit review, label, vote,\n message, or submit action.\n\nCorrect draft-only path:\n- The only Gerrit write path allowed for review comments is\n `PUT /changes/.../revisions/.../drafts` or\n `PUT /a/changes/.../revisions/.../drafts`.\n- For this task, prefer not to write to Gerrit yourself. Emit the JSON findings\n requested below; DylanBot will create unpublished Gerrit drafts from that JSON.\n\n\n## Step 1: Fetch the CL into this worktree\n\n```bash\ngit fetch origin refs/changes/60/958760/2 && git checkout FETCH_HEAD\n```\n\nIf that doesn't work, try fetching the specific patchset:\n```bash\ncurl -s -n 'https://git-av.nvidia.com/r/a/changes/958760?o=CURRENT_REVISION' | tail -n +2 | jq -r '.current_revision as $rev | .revisions[$rev].ref'\n```\nThen `git fetch origin && git checkout FETCH_HEAD`.\n\nDylanBot pinned this review launch to patchset `2` at revision `979adc1653b48a1f1992c71a2200433720e97ce8`. If Gerrit moves to a new patchset before completion, DylanBot will block draft posting and ask for a fresh review.\n\n\n## Step 2: Read the code-review rule\n\nRead `.cursor/rules/code-review.mdc` in this worktree if it exists. Also read `~/.cursor/rules/gerrit-code-review.mdc` for Gerrit CLs. Follow their tone, conventions, and review guidelines.\n\n## Step 3: Review the code\n\nRead the changed files and review them thoroughly. Focus on correctness, edge cases, naming, and style. Match Dylan's writing tone (lowercase, concise, conversational).\n\n## Step 4: Emit structured comments (machine-parseable record)\n\nProduce inline review comments as a JSON array, in this exact shape:\n```json\n[{\"file\": \"path/to/file\", \"line\": 42, \"comment\": \"...\", \"severity\": \"info|warning|error\"}]\n```\n\nPut the JSON array in a ```json fenced block in the task result. **This is the only thing the daemon needs from you.** DylanBot will read this block and post each entry as an unpublished draft comment to the correct file/line on the CL using its Gerrit integration. You do **not** need to post anything yourself — no curl, no API calls, no `git review`. Drafts only; Dylan will publish them himself in the Gerrit UI.\n\n## Diff summary (for orientation — review the actual files, not just this):\n\n{\n \"project\": \"ndas\",\n \"branch\": \"av-dev-l2pp-2\",\n \"hashtags\": [\n \"ZeroRisk\",\n \"comp-alpamayo\"\n ],\n \"change_id\": \"Ic9e4eb35905f3b5ba094de066496766f99b36534\",\n \"subject\": \"[AML] Update README after deprecated experiment config removal\",\n \"status\": \"NEW\",\n \"created\": \"2026-09-11 19:47:49.000000000\",\n \"updated\": \"2026-09-12 18:50:16.000000000\",\n \"submit_type\": \"REBASE_ALWAYS\",\n \"insertions\": 43,\n \"deletions\": 91,\n \"total_comment_count\": 2,\n \"unresolved_comment_count\": 0,\n \"_number\": 958760,\n \"owner\": \"Yu Shen\",\n \"reviewers\": [\n \"Gerrit Virtual Submit\",\n \"gitavsvc-r2d2\"\n ],\n \"label_votes\": {\n \"GVS\": [\n {\n \"name\": \"Gerrit Virtual Submit\",\n \"value\": 1\n }\n ],\n \"In-Car-Test\": [\n {\n \"name\": \"gitavsvc-r2d2\",\n \"value\": 4\n }\n ],\n \"PLC\": [\n {\n \"name\": \"gitavsvc-r2d2\",\n \"value\": 1\n }\n ]\n },\n \"recent_messages\": [\n {\n \"author\": \"gitavsvc-alfred-premerge\",\n \"date\": \"2026-09-12 15:03:06.000000000\",\n \"message\": \"Hashtag added: ZeroRisk\\nHashtag removed: LowRisk\"\n },\n {\n \"author\": \"gitavsvc-alfred-premerge\",\n \"date\": \"2026-09-12 15:03:07.000000000\",\n \"message\": \"Patch Set 2:\\n\\nyush@nvidia.com set the Integration Risk to ZeroRisk.\"\n },\n {\n \"author\": \"svcjenkinsavbt\",\n \"date\": \"2026-09-12 15:10:51.000000000\",\n \"message\": \"Patch Set 2:\\n\\nPremerge code coverage started at https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/opt-in/job/coverage-linux-cuda-vcast-automatic/55100/\"\n },\n {\n \"author\": \"svcteststudio\",\n \"date\": \"2026-09-12 15:12:42.000000000\",\n \"message\": \"Patch Set 2:\\n\\nTestStudio premerge tests PASSED.\\nResults: https://maglev.nvda.ai/ui/teststudio/jobs/01a0962b-40ed-788a-024e-c21a985ff689\\n\\nSuite: pmb-gating-msf-minimal-av-dev-l2pp-2. \\u2705 1 [\\u2197](https://maglev.nvda.ai/ui/teststudio/jobs/01a0962b-40ed-788a-024e-c21a985ff689?suite=01945e25-e25a-4673-0130-d3928e69066e:019bb8c1-d5d2-56fe-0375-f2a2945bf25b)\\n\\nFor additional support, visit: https://maglev.nvda.ai/docs/components/eval/faq\"\n },\n {\n \"author\": \"gitavsvc-ugiza-jenkins\",\n \"date\": \"2026-09-12 15:19:20.000000000\",\n \"message\": \"Patch Set 2:\\n\\nUGiza Documentation Build SKIPPED\\nNo impacted Element/Unit pairs were found; Doxygen premerge was skipped.\\nBuild link: https://prod.blsm.nvidia.com/sw-mobile-av-prod/job/ndas/job/docs/job/doxygen-premerge/job/doxygen-premerge-element-unit-check/49773/\"\n },\n {\n \"author\": \"svcjenkinsavbt\",\n \"date\": \"2026-09-12 15:20:52.000000000\",\n \"message\": \"Patch Set 2:\\n\\nCoverage SKIPPED: This CL does not touch any units defined in //av/safety/module_lists.bzl https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/opt-in/job/coverage-linux-cuda-vcast-automatic/55100/\"\n },\n {\n \"author\": \"Gerrit Virtual Submit\",\n \"date\": \"2026-09-12 18:32:42.000000000\",\n \"message\": \"Patch Set 2:\\n\\nVirtual submitted; http://testbot.nvidia.com/testbot/view/content/change/changeDetail.jsf?bseid=10154793&bsid=7; Link to nvci UI: https://nvci-apps.nvidia.com/ci/pipelines/10154793; bseid: 10154793; Please try out new SPACE UI (Beta): https://space.nvidia.com/pipelines/details?bseId=10154793&bsId=7; ;\"\n },\n {\n \"author\": \"Gerrit Virtual Submit\",\n \"date\": \"2026-09-12 18:48:37.000000000\",\n \"message\": \"Patch Set 2: GVS+1\\n\\nGVS successful; Build(s) successful; Test(s) successful; http://testbot.nvidia.com/testbot/view/content/change/changeDetail.jsf?bseid=10154793&bsid=7; Link to nvci UI: https://nvci-apps.nvidia.com/ci/pipelines/10154793; bseid: 10154793; Please try out new SPACE UI (Beta): https://space.nvidia.com/pipelines/details?bseId=10154793&bsId=7; In case of failures related to os-secured-g builds/packages/tests, please check https://confluence.nvidia.com/display/OSG/os-secured-g+build\"\n },\n {\n \"author\": \"svcenomis\",\n \"date\": \"2026-09-12 18:48:45.000000000\",\n \"message\": \"Patch Set 2:\\n\\nUsing https://nvci-apps.nvidia.com/ci/pipelines/10154793; to identify dependencies: No dependencies found for this change. To override the dependencies identified, Please refer to https://confluence.nvidia.com/x/jgYcQg for more details.\"\n },\n {\n \"author\": \"gitavsvc-r2d2\",\n \"date\": \"2026-09-12 18:50:16.000000000\",\n \"message\": \"Patch Set 2: In-Car-Test+4 PLC+1\\n\\nStability lockdown exception granted (Granted (verified-safe files only) without a build)\\n\\nASE report: https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/stabilization-lockdown/job/build-auto-stability-exception/261441/artifact/ase-report.html\\nJenkins build: https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/stabilization-lockdown/job/build-auto-stability-exception/261441/\"\n }\n ]\n}\n\n## Project notes:\n\n\n\n\n## Context\n\n\n## Definition of Done\n\nPolicy: `ndas.code_review`\n\nSpawn policy: `auto`\n\n- Review findings are grounded in the diff and ordered by severity.\n- NDAS terminology and timestamp assumptions are checked.\n- Unresolved questions are surfaced to Dylan instead of guessed.\n- Draft comments are prepared or posted only as unpublished Gerrit drafts, or Dylan explicitly decides not to draft them.\n- Dylan remains the sole publisher for any Gerrit review comments, labels, votes, messages, retriggers, or submit actions.\n- The review thread is tracked until drafts are handled or the task is handed off.\n\n### Success Criteria\n- Review the requested NDAS CL/diff for correctness, regressions, and missing tests.\n- Check NDAS-specific terminology and data assumptions.\n- Draft Gerrit review comments only; never publish comments, labels, votes, messages, retriggers, or submit actions.\n\n\n## Spawn Context Bundle\n- Schema: 1\n- Algorithm: 1\n- Hash: `74cf03e635081d6c8b6aa9efb179d08baa8ded6ffb5c0f24c9e6d9fd9b0a5002`\n- Manifest: `/home/kyhuang/.config/dylanbot/memory/agents/context/99f8e54f-0965-4727-aa2c-0309c34cb939.json`\n- Included items: 6\n- Before implementing, read the referenced rules, memory pointers, and recent related-work hits in the manifest.\n\n### Existing State Audit\nComplete this before editing code:\n- Searches run:\n- Existing implementations or related code found:\n- Reuse/extend decision:\n\n\n\n## Stage Contract\n- Schema: 1\n- Algorithm: 2\n- Stage spec id: `stage:99f8e54f-0965-4727-aa2c-0309c34cb939:v0`\n- Stage spec hash: `404ebfd6213eb34537baf06db46d5677bc99f86c736ff5179799714fe3a3fc8f`\n- Stage spec: `/home/kyhuang/.config/dylanbot/memory/agents/stages/99f8e54f-0965-4727-aa2c-0309c34cb939.json`\n\n\n## Prompt Provenance\n- Schema: 1\n- Algorithm: 1\n- Manifest hash: `7290fd2a2bdd45bc002d491f6a9bbe03f31fc87da1c15223ad787d57c1fc88c4`\n- Rendered prompt hash: `d4bd10dbfc3b00d62d928909c926d8e3140dd4f30f72ba66bde02473481c16b8`\n- Manifest: `/home/kyhuang/.config/dylanbot/memory/agents/prompts/99f8e54f-0965-4727-aa2c-0309c34cb939.json`\n- Prompt parts: 8\n- Runtime command: `codex`\n- Runtime invocation profile: `codex.exec.yolo_json`\n- Runtime model: not reported by runtime config\n\n\n## Progress\n\n\n## Result\nI'll start by reading the task file and the relevant review rules, then fetch the CL.\n\n\n\nLet me check the spawn context, rules, and fetch the CL.\n\n\n\nNo code-review rule file in the expected spots — let me look at the available rules and the review history to match tone.\n\n\n\nLet me look at prior review outputs to calibrate tone and format, then fetch the CL.\n\n\n\nFetch succeeded — now checking out and inspecting the diff.\n\n\n\nSingle README change. Let me examine the full diff and the related experiment config files to verify accuracy.\n\n\n\nDiff was truncated in the middle — let me view the full diff in chunks.\n\n\n\nLet me pull the whole diff in manageable chunks and verify config/experiment references against the actual tree.\n\n\n\n\n\n\n\nNow let me verify all referenced config paths and experiment names against the actual tree at this revision.\n\n\n\nAll referenced configs exist and deprecated ones are gone — good. Now let me verify the pipeline descriptions against the actual DAG YAMLs.\n\n\n\nLet me check the remaining DAG configs for accuracy of the new descriptions and the dflash params.\n\n\n\nDescriptions check out. Now scanning the full new README for any leftover stale references to the deprecated configs.\n\n\n\nNo stale references remain. Let me verify the manual-resubmit example's stage names against the actual launch layout, and view the new README sections for exact line context.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nConfirmed the `job.sh` layout. Now let me view the new README sections with exact line numbers for anchoring comments.\n\n\n\n\n\n\n\nNow checking the DAG `_defaults.yaml` templates and the AMO export experiment to sanity-check the new-DAG example, plus whether pretrain_only CLE is conditional.\n\n\n\nLet me inspect the `export` template and how the launcher handles CLE conditioning, to confirm the example accuracy claims.\n\n\n\nLet me confirm how the launcher gates CLE jobs, to decide whether the e2e table's \"→ CLE\" wording is consistent.\n\n\n\nLet me check whether the launcher filters CLE jobs based on `--cle-config`, to gauge the \"optional CLE\" wording consistency.\n\n\n\nConfirmed — `_validate_and_filter_cle_jobs` strips CLE when no `--cle-config` is passed, so CLE is optional in *all* these DAGs. Let me pin the exact new-file line numbers for the comments.\n\n\n\nLet me view the second DAG-details table (lines 670-745) for cross-table consistency context, then finalize.\n\n\n\nThe README itself (lines 670-676) already states CLE only runs with `--cle-config` — so the new table's unconditional \"→ CLE\" wording is inconsistent. Let me do a final sweep for leftover `aml_sft_cosmos`-style refs and confirm line numbers for comment anchors.\n\n\n\n\n\nAll paths verified, no stale refs remain. Let me update the task progress file, then finalize the findings.\n\n\n\n\n\n\n\n\n\n\n\nProgress-file write didn't persist (likely a managed read-only area) — not critical; the deliverable is the JSON findings. Let me verify the write path once more quickly, then finish.\n\n\n\nProgress file is daemon-managed (writes don't stick) — that's fine, the deliverable is the findings JSON. Review complete.\n\n**Review summary**\n\nThis is a clean, docs-only CL (43 insertions / 91 deletions) updating `avdnn/dlav/aml/README.md` after the deprecated `m1_5/`, `mfmc/`, `m1_5_cosmos/`, and `amor_*` experiment-config removal. I verified against the tree at this revision:\n\n- Every referenced config resolves: `conf/dag/mcmf_cosmos/{e2e,pretrain_only,sft_only,ptq_only,fp8_export_only,evaluate_only,dflash_ptq_tokenize_export}.yaml`, `conf/cle/aml_mcmf_sft_cosmos.yaml`, experiments `aml_mcmf_{alignment,pretrain,sft}_cosmos`, `amo_mcmf_sft`, `amo_mcmf/` DAGs.\n- No stale references remain (`m1_5`, `mfmc`, `amor_*`, `aml_sft_cosmos`, `main.py`, `tokenize_only` all gone).\n- DAG table descriptions, the DFlash `sft_resolved_config_path` instructions, and the `sbatch` manual-resume stage names (`sft → merge_lora → calibrate → export/job.sh`) all match the actual YAMLs (`scripts/dag/config_loader.py` `_validate_and_filter_cle_jobs`, `launch_dag.py`, `_defaults.yaml` templates, `amo_mcmf/export_only.yaml`).\n\nTwo soft doc nits in the touched lines (nothing blocking — testbot/GVS already green):\n\n```json\n[\n {\"file\": \"avdnn/dlav/aml/README.md\", \"line\": 207, \"comment\": \"tiny nit: pretrain_only above says `optional CLE` but this row (and e2e/ptq_only) list plain `CLE` as if it always runs. the launcher filters cle jobs unless --cle-config is passed (config_loader.py `_validate_and_filter_cle_jobs`), and the MCMF cluster pipelines section below already says CLE only runs with --cle-config. consider `optional CLE` here (and on e2e/ptq_only) so the table matches.\", \"severity\": \"warning\"},\n {\"file\": \"avdnn/dlav/aml/README.md\", \"line\": 444, \"comment\": \"example now uses afterok for every stage including export, but the note right below says afterany is the pick for export/evaluate — reads a bit contradictory. maybe keep afterok and tweak the note, or use afterany on the export line.\", \"severity\": \"info\"}\n]\n```\n\nDrafts only — nothing posted to Gerrit; Dylan can publish these in the UI if he wants them.\n","rendered_html":"
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agent_session_path: /home/kyhuang/.codex/sessions/2026/09/14/rollout-2026-09-14T16-58-44-01a0a0db-55ad-7df1-88e1-5f7f82cf7802.jsonl\nbase_branch: av-dev-l2pp-2\nbranch: dylanbot/99f8e54f-code-review-aml-upd\nchat_id: 01a0a0db-55ad-7df1-88e1-5f7f82cf7802\ncompleted_at: 1789405335.7688913\ncompletion_artifact_status: not_required\ncreated_at: 1789405084.812685\ndefinition_of_done:

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Task

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Code review: [AML] Update README after deprecated experiment config removal

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DRAFTS ONLY — NEVER PUBLISH

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This is a Gerrit code-review task. You may prepare draft comments, but you must\nnever publish anything to Gerrit. Dylan is the sole publisher.

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Forbidden publish paths and equivalents:

\n\n

Correct draft-only path:

\n\n

Step 1: Fetch the CL into this worktree

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git fetch origin refs/changes/60/958760/2 && git checkout FETCH_HEAD\n
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If that doesn't work, try fetching the specific patchset:

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curl -s -n 'https://git-av.nvidia.com/r/a/changes/958760?o=CURRENT_REVISION' | tail -n +2 | jq -r '.current_revision as $rev | .revisions[$rev].ref'\n
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Then git fetch origin <ref> && git checkout FETCH_HEAD.

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DylanBot pinned this review launch to patchset 2 at revision 979adc1653b48a1f1992c71a2200433720e97ce8. If Gerrit moves to a new patchset before completion, DylanBot will block draft posting and ask for a fresh review.

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Step 2: Read the code-review rule

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Read .cursor/rules/code-review.mdc in this worktree if it exists. Also read ~/.cursor/rules/gerrit-code-review.mdc for Gerrit CLs. Follow their tone, conventions, and review guidelines.

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Step 3: Review the code

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Read the changed files and review them thoroughly. Focus on correctness, edge cases, naming, and style. Match Dylan's writing tone (lowercase, concise, conversational).

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Step 4: Emit structured comments (machine-parseable record)

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Produce inline review comments as a JSON array, in this exact shape:

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[{"file": "path/to/file", "line": 42, "comment": "...", "severity": "info|warning|error"}]\n
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Put the JSON array in a ```json fenced block in the task result. This is the only thing the daemon needs from you. DylanBot will read this block and post each entry as an unpublished draft comment to the correct file/line on the CL using its Gerrit integration. You do not need to post anything yourself — no curl, no API calls, no git review. Drafts only; Dylan will publish them himself in the Gerrit UI.

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Diff summary (for orientation — review the actual files, not just this):

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{\n"project": "ndas",\n"branch": "av-dev-l2pp-2",\n"hashtags": [\n"ZeroRisk",\n"comp-alpamayo"\n],\n"change_id": "Ic9e4eb35905f3b5ba094de066496766f99b36534",\n"subject": "[AML] Update README after deprecated experiment config removal",\n"status": "NEW",\n"created": "2026-09-11 19:47:49.000000000",\n"updated": "2026-09-12 18:50:16.000000000",\n"submit_type": "REBASE_ALWAYS",\n"insertions": 43,\n"deletions": 91,\n"total_comment_count": 2,\n"unresolved_comment_count": 0,\n"_number": 958760,\n"owner": "Yu Shen",\n"reviewers": [\n"Gerrit Virtual Submit",\n"gitavsvc-r2d2"\n],\n"label_votes": {\n"GVS": [\n{\n"name": "Gerrit Virtual Submit",\n"value": 1\n}\n],\n"In-Car-Test": [\n{\n"name": "gitavsvc-r2d2",\n"value": 4\n}\n],\n"PLC": [\n{\n"name": "gitavsvc-r2d2",\n"value": 1\n}\n]\n},\n"recent_messages": [\n{\n"author": "gitavsvc-alfred-premerge",\n"date": "2026-09-12 15:03:06.000000000",\n"message": "Hashtag added: ZeroRisk\\nHashtag removed: LowRisk"\n},\n{\n"author": "gitavsvc-alfred-premerge",\n"date": "2026-09-12 15:03:07.000000000",\n"message": "Patch Set 2:\\n\\nyush@nvidia.com set the Integration Risk to ZeroRisk."\n},\n{\n"author": "svcjenkinsavbt",\n"date": "2026-09-12 15:10:51.000000000",\n"message": "Patch Set 2:\\n\\nPremerge code coverage started at https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/opt-in/job/coverage-linux-cuda-vcast-automatic/55100/"\n},\n{\n"author": "svcteststudio",\n"date": "2026-09-12 15:12:42.000000000",\n"message": "Patch Set 2:\\n\\nTestStudio premerge tests PASSED.\\nResults: https://maglev.nvda.ai/ui/teststudio/jobs/01a0962b-40ed-788a-024e-c21a985ff689\\n\\nSuite: pmb-gating-msf-minimal-av-dev-l2pp-2. \\u2705 1 \\u2197\\n\\nFor additional support, visit: https://maglev.nvda.ai/docs/components/eval/faq"\n},\n{\n"author": "gitavsvc-ugiza-jenkins",\n"date": "2026-09-12 15:19:20.000000000",\n"message": "Patch Set 2:\\n\\nUGiza Documentation Build SKIPPED\\nNo impacted Element/Unit pairs were found; Doxygen premerge was skipped.\\nBuild link: https://prod.blsm.nvidia.com/sw-mobile-av-prod/job/ndas/job/docs/job/doxygen-premerge/job/doxygen-premerge-element-unit-check/49773/"\n},\n{\n"author": "svcjenkinsavbt",\n"date": "2026-09-12 15:20:52.000000000",\n"message": "Patch Set 2:\\n\\nCoverage SKIPPED: This CL does not touch any units defined in //av/safety/module_lists.bzl https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/opt-in/job/coverage-linux-cuda-vcast-automatic/55100/"\n},\n{\n"author": "Gerrit Virtual Submit",\n"date": "2026-09-12 18:32:42.000000000",\n"message": "Patch Set 2:\\n\\nVirtual submitted; http://testbot.nvidia.com/testbot/view/content/change/changeDetail.jsf?bseid=10154793&bsid=7; Link to nvci UI: https://nvci-apps.nvidia.com/ci/pipelines/10154793; bseid: 10154793; Please try out new SPACE UI (Beta): https://space.nvidia.com/pipelines/details?bseId=10154793&bsId=7; ;"\n},\n{\n"author": "Gerrit Virtual Submit",\n"date": "2026-09-12 18:48:37.000000000",\n"message": "Patch Set 2: GVS+1\\n\\nGVS successful; Build(s) successful; Test(s) successful; http://testbot.nvidia.com/testbot/view/content/change/changeDetail.jsf?bseid=10154793&bsid=7; Link to nvci UI: https://nvci-apps.nvidia.com/ci/pipelines/10154793; bseid: 10154793; Please try out new SPACE UI (Beta): https://space.nvidia.com/pipelines/details?bseId=10154793&bsId=7; In case of failures related to os-secured-g builds/packages/tests, please check https://confluence.nvidia.com/display/OSG/os-secured-g+build"\n},\n{\n"author": "svcenomis",\n"date": "2026-09-12 18:48:45.000000000",\n"message": "Patch Set 2:\\n\\nUsing https://nvci-apps.nvidia.com/ci/pipelines/10154793; to identify dependencies: No dependencies found for this change. To override the dependencies identified, Please refer to https://confluence.nvidia.com/x/jgYcQg for more details."\n},\n{\n"author": "gitavsvc-r2d2",\n"date": "2026-09-12 18:50:16.000000000",\n"message": "Patch Set 2: In-Car-Test+4 PLC+1\\n\\nStability lockdown exception granted (Granted (verified-safe files only) without a build)\\n\\nASE report: https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/stabilization-lockdown/job/build-auto-stability-exception/261441/artifact/ase-report.html\\nJenkins build: https://prod.blsm.nvidia.com/sw-mobile-av-prod-ci/job/ndas/job/stabilization-lockdown/job/build-auto-stability-exception/261441/"\n}\n]\n}

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Project notes:

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Context

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Definition of Done

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Policy: ndas.code_review

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Spawn policy: auto

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Success Criteria

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Spawn Context Bundle

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Existing State Audit

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Complete this before editing code:

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Stage Contract

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Prompt Provenance

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Progress

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Result

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I'll start by reading the task file and the relevant review rules, then fetch the CL.

\n

Let me check the spawn context, rules, and fetch the CL.

\n

No code-review rule file in the expected spots — let me look at the available rules and the review history to match tone.

\n

Let me look at prior review outputs to calibrate tone and format, then fetch the CL.

\n

Fetch succeeded — now checking out and inspecting the diff.

\n

Single README change. Let me examine the full diff and the related experiment config files to verify accuracy.

\n

Diff was truncated in the middle — let me view the full diff in chunks.

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Let me pull the whole diff in manageable chunks and verify config/experiment references against the actual tree.

\n

Now let me verify all referenced config paths and experiment names against the actual tree at this revision.

\n

All referenced configs exist and deprecated ones are gone — good. Now let me verify the pipeline descriptions against the actual DAG YAMLs.

\n

Let me check the remaining DAG configs for accuracy of the new descriptions and the dflash params.

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Descriptions check out. Now scanning the full new README for any leftover stale references to the deprecated configs.

\n

No stale references remain. Let me verify the manual-resubmit example's stage names against the actual launch layout, and view the new README sections for exact line context.

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Confirmed the job.sh layout. Now let me view the new README sections with exact line numbers for anchoring comments.

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Now checking the DAG _defaults.yaml templates and the AMO export experiment to sanity-check the new-DAG example, plus whether pretrain_only CLE is conditional.

\n

Let me inspect the export template and how the launcher handles CLE conditioning, to confirm the example accuracy claims.

\n

Let me confirm how the launcher gates CLE jobs, to decide whether the e2e table's "→ CLE" wording is consistent.

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Let me check whether the launcher filters CLE jobs based on --cle-config, to gauge the "optional CLE" wording consistency.

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Confirmed — _validate_and_filter_cle_jobs strips CLE when no --cle-config is passed, so CLE is optional in all these DAGs. Let me pin the exact new-file line numbers for the comments.

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Let me view the second DAG-details table (lines 670-745) for cross-table consistency context, then finalize.

\n

The README itself (lines 670-676) already states CLE only runs with --cle-config — so the new table's unconditional "→ CLE" wording is inconsistent. Let me do a final sweep for leftover aml_sft_cosmos-style refs and confirm line numbers for comment anchors.

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All paths verified, no stale refs remain. Let me update the task progress file, then finalize the findings.

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Progress-file write didn't persist (likely a managed read-only area) — not critical; the deliverable is the JSON findings. Let me verify the write path once more quickly, then finish.

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Progress file is daemon-managed (writes don't stick) — that's fine, the deliverable is the findings JSON. Review complete.

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Review summary

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This is a clean, docs-only CL (43 insertions / 91 deletions) updating avdnn/dlav/aml/README.md after the deprecated m1_5/, mfmc/, m1_5_cosmos/, and amor_* experiment-config removal. I verified against the tree at this revision:

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Two soft doc nits in the touched lines (nothing blocking — testbot/GVS already green):

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[\n  {"file": "avdnn/dlav/aml/README.md", "line": 207, "comment": "tiny nit: pretrain_only above says `optional CLE` but this row (and e2e/ptq_only) list plain `CLE` as if it always runs. the launcher filters cle jobs unless --cle-config is passed (config_loader.py `_validate_and_filter_cle_jobs`), and the MCMF cluster pipelines section below already says CLE only runs with --cle-config. consider `optional CLE` here (and on e2e/ptq_only) so the table matches.", "severity": "warning"},\n  {"file": "avdnn/dlav/aml/README.md", "line": 444, "comment": "example now uses afterok for every stage including export, but the note right below says afterany is the pick for export/evaluate — reads a bit contradictory. maybe keep afterok and tweak the note, or use afterany on the export line.", "severity": "info"}\n]\n
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Drafts only — nothing posted to Gerrit; Dylan can publish these in the UI if he wants them.

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