DylanBot

DylanBot ready.

Local mode

Action Inbox

37

Sources

attention
Targets1 Stale1 slackstale / 0/1 fresh googleunconfigured / 0/0 fresh
C085WCG8BSP thread stale 2026-09-22 04:25 MDT

Needs Dylan

19

Work Item: NDAS CL 531760 needs review draft: [Amp-Img] Make configs testable by default

work_item

ndas | draft_review | from gerrit.cl.review_needed

Prepare packet Review in app
Laneneeds dylan Sourcework_item:wi-6f5bfd4ebaa087e1 Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review this WorkItem and prepare a WorkPacket. Matched gerrit_review_needed from gerrit.cl.review_needed

Work Item: NDAS CL 553721 needs review draft: [amo] Moving users folder to project folder on oci

work_item

ndas | draft_review | from gerrit.cl.review_needed

Prepare packet Review in app
Laneneeds dylan Sourcework_item:wi-455bf2f0798effeb Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review this WorkItem and prepare a WorkPacket. Matched gerrit_review_needed from gerrit.cl.review_needed

Work Item: NDAS CL 563148 needs review draft: [amo] Use sqsh image

work_item

ndas | draft_review | from gerrit.cl.review_needed

Prepare packet Review in app
Laneneeds dylan Sourcework_item:wi-0401969a4eb86b40 Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review this WorkItem and prepare a WorkPacket. Matched gerrit_review_needed from gerrit.cl.review_needed

Work Item: NDAS CL 531804 needs review draft: [Alpamayo] Load wait condition rules

work_item

ndas | draft_review | from gerrit.cl.review_needed

Prepare packet Review in app
Laneneeds dylan Sourcework_item:wi-6a1cddb4df02b558 Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review this WorkItem and prepare a WorkPacket. Matched gerrit_review_needed from gerrit.cl.review_needed

Work Item: Repair invariant: Backlog in-progress item has a linked task

repair_work_item

dylanbot | repair_invariant | from shepherd.finding.backlog_in_progress_without_linked_task

Prepare packet Review in app
Laneneeds dylan Sourcework_item:repair-028c2275e9c9fffc Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review the invariant violation and prepare a repair WorkPacket.

Work Item: Repair invariant: Backlog in-progress item is not linked to a failed terminal task

repair_work_item

dylanbot | repair_invariant | from shepherd.finding.backlog_linked_to_terminal_failed_task

Prepare packet Review in app
Laneneeds dylan Sourcework_item:repair-32c2362f56826e81 Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review the invariant violation and prepare a repair WorkPacket.

Work Item: Repair invariant: Backlog in-progress item is not linked to a failed terminal task

repair_work_item

dylanbot | repair_invariant | from shepherd.finding.backlog_linked_to_terminal_failed_task

Prepare packet Review in app
Laneneeds dylan Sourcework_item:repair-29146fb486d46fea Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review the invariant violation and prepare a repair WorkPacket.

Work Item: Repair invariant: Backlog in-progress item has a linked task

repair_work_item

dylanbot | repair_invariant | from shepherd.finding.backlog_in_progress_without_linked_task

Prepare packet Review in app
Laneneeds dylan Sourcework_item:repair-02c47ea69c4b96f1 Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review the invariant violation and prepare a repair WorkPacket.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-1dc0951a424d26b8 Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-7783e154a639b569 Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-762b1007a479f2e3 Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-85e8346d09786667 Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-34c15bc58165795b Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-fea6e06eefb4cd96 Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-067c3943b66afa4c Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Real Work: Google Doc `ML Infra - Main Doc` needs follow-up

real_work

Prepare a launch packet with refreshed Google Doc state.

Prepare packet Review in app
Laneneeds dylan Sourcework_packet:realwork-152a434bfa989cb0 Statusreview_only ActionPrepare Launch Packet Route Action Inbox

Next: Prepare a launch packet with refreshed Google Doc state.

Work Item: Repair invariant: Backlog in-progress item is not linked to a failed terminal task

repair_work_item

dylanbot | repair_invariant | from shepherd.finding.backlog_linked_to_terminal_failed_task

Prepare packet Review in app
Laneneeds dylan Sourcework_item:repair-4ed76bb6d1e8e58d Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review the invariant violation and prepare a repair WorkPacket.

Work Item: Repair invariant: Backlog in-progress item has a linked task

repair_work_item

dylanbot | repair_invariant | from shepherd.finding.backlog_in_progress_without_linked_task

Prepare packet Review in app
Laneneeds dylan Sourcework_item:repair-499f40a0b8efdb52 Statusready ActionPrepare Launch Packet Route Action Inbox

Next: Review the invariant violation and prepare a repair WorkPacket.

Backlog: Fix TaskRunner crash: FileNotFoundError 'codex' (subagent runtime not on PATH)

backlog_approval

From daemon log health batch (item 8af39f33-f95b-4396-9ce2-36039684e7fb).

Backlog approval Review in app
Laneneeds dylan Sourcebacklog_item:575e23ec-0b01-4670-a2dd-66c7212e0ae4 Statusopen ActionPrepare Launch Packet Route Action Inbox

Next: Review this backlog item, prepare a launch packet, then queue agent work if it is still worth doing.

Source

Blocked/Stale

2

google_doc state: google_doc:1BfcIC07TuVlv_1dsttcweNWUNDz5i9bIUtzSrfRN1ZY

stale_snapshot

Google Doc ML Infra - Main Doc has 21962 paragraph(s)

Needs refresh Review in app
Laneblocked stale Sourcestate_snapshot:google_doc:1BfcIC07TuVlv_1dsttcweNWUNDz5i9bIUtzSrfRN1ZY Statusstale ActionRefresh Route Action Inbox

Next: Refresh live state before relying on this source.

C085WCG8BSP thread source state

stale_snapshot

Slack thread has 59 message(s)

Needs refresh Review in app
Laneblocked stale Sourcestate_snapshot:slack:C085WCG8BSP:1782331713.411429 Statusstale ActionRefresh Route Action Inbox

Next: Refresh live state before relying on this source.

Done Recently

16

Read-only investigation in the ndas repo at /home/kyhuang/scratch/ndas. Do NOT…

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/18533d33-58ef-4d83-948d-919fc16eb55c` has dirty files after merge.

Done
Lanedone recently Sourcetask:18533d33-58ef-4d83-948d-919fc16eb55c Statuswaiting_for_dylan Route Background Task18533d33-58ef-4d83-948d-919fc16eb55c

Next: Review outcome links or archive follow-up if no action remains.

Source

Read-only investigation in the ndas repo at /home/kyhuang/scratch/ndas. Do NOT…

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/78af77e8-4af5-4085-a656-5dc71c8a7491` has dirty files after merge.

Done
Lanedone recently Sourcetask:78af77e8-4af5-4085-a656-5dc71c8a7491 Statusmerge_failed Route Background Task78af77e8-4af5-4085-a656-5dc71c8a7491

Next: Review outcome links or archive follow-up if no action remains.

Source

Inspect the Gerrit CL at https://git-av.nvidia.com/r/c/ndas/+/948449 in the nda…

done

Refusing to finalize no-diff/manual merge task: `dylanbot/578459a4-inspect-the-gerrit-c` is merged into local `av-dev-l2pp-2` but is not an ancestor of `origin/av-dev-l2pp-2`. Push or verify the remote merge before clea...

Done
Lanedone recently Sourcetask:578459a4-3917-47c4-8d62-286adb508acf Statusmerge_failed Route Background Task578459a4-3917-47c4-8d62-286adb508acf

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Integrate shared NRG dataloader support

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/3672c143-b91b-434c-9bc3-6acab749e350` has dirty files after merge.

Done
Lanedone recently Sourcetask:3672c143-b91b-434c-9bc3-6acab749e350 Statusmerge_failed Route Background Task3672c143-b91b-434c-9bc3-6acab749e350

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Enable checkers on GCP cluster

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/b9b76a39-d394-4fd3-8c9b-e54165b24758` has dirty files after merge.

Done
Lanedone recently Sourcetask:b9b76a39-d394-4fd3-8c9b-e54165b24758 Statusmerge_failed Route Background Taskb9b76a39-d394-4fd3-8c9b-e54165b24758

Next: Review outcome links or archive follow-up if no action remains.

Source

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

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/99f8e54f-0965-4727-aa2c-0309c34cb939` has dirty files after merge.

Done
Lanedone recently Sourcetask:99f8e54f-0965-4727-aa2c-0309c34cb939 Statusmerge_failed Route Background Task99f8e54f-0965-4727-aa2c-0309c34cb939

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Add AMO MCMF pipeline integration tests

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/bce34fb5-0839-4c96-a941-c5512e9c7e33` has dirty files after merge.

Done
Lanedone recently Sourcetask:bce34fb5-0839-4c96-a941-c5512e9c7e33 Statusmerge_failed Route Background Taskbce34fb5-0839-4c96-a941-c5512e9c7e33

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [Sauron] Load occupancy grids from TAR archives

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/6dae7df9-47c7-4c32-909c-485b6131b589` has dirty files after merge.

Done
Lanedone recently Sourcetask:6dae7df9-47c7-4c32-909c-485b6131b589 Statusmerge_failed Route Background Task6dae7df9-47c7-4c32-909c-485b6131b589

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [Alpamayo] Enforce exclusions before initial sbatch

done

I'll start by reading the task file and context, then fetch the CL into the worktree.

Done
Lanedone recently Sourcetask:0e875b75-75d7-465f-a1b3-b22b9b42504d Statuswaiting_for_dylan Route Background Task0e875b75-75d7-465f-a1b3-b22b9b42504d

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Generate and clean up managed preflights

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/7380b59e-0f81-4262-aa40-35b8170e41ef` has dirty files after merge.

Done
Lanedone recently Sourcetask:7380b59e-0f81-4262-aa40-35b8170e41ef Statusmerge_failed Route Background Task7380b59e-0f81-4262-aa40-35b8170e41ef

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Generate and clean up managed preflights

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/ce4ccb4f-279b-432b-9d6b-51550ecad319` has dirty files after merge.

Done
Lanedone recently Sourcetask:ce4ccb4f-279b-432b-9d6b-51550ecad319 Statusmerge_failed Route Background Taskce4ccb4f-279b-432b-9d6b-51550ecad319

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AMO] Batch GRPO policy rollouts

done
Done
Lanedone recently Sourcetask:362cbf0b-0170-4f76-a945-49c5497c951c Statuscancelled Route Background Task362cbf0b-0170-4f76-a945-49c5497c951c

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AUTO] Launch colocated GPU sidecars

done
Done
Lanedone recently Sourcetask:61792849-031c-49af-9103-762e4b4743fc Statuscancelled Route Background Task61792849-031c-49af-9103-762e4b4743fc

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Remove unused AMOR dataset definitions

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/e82e1d4c-423e-4fa0-90e2-0efdb9cf6304` has dirty files after merge.

Done
Lanedone recently Sourcetask:e82e1d4c-423e-4fa0-90e2-0efdb9cf6304 Statusmerge_failed Route Background Taske82e1d4c-423e-4fa0-90e2-0efdb9cf6304

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Remove unused AMOR dataset definitions

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/fde51aad-1651-4485-8e0c-647757d8afa2` has dirty files after merge.

Done
Lanedone recently Sourcetask:fde51aad-1651-4485-8e0c-647757d8afa2 Statusmerge_failed Route Background Taskfde51aad-1651-4485-8e0c-647757d8afa2

Next: Review outcome links or archive follow-up if no action remains.

Source

# Code review: [AML] Generate managed preflights per training stage

done

Refusing cleanup: `/home/kyhuang/.config/dylanbot/worktrees/6b9a48bf-b380-4211-923e-c27af96129ef` has dirty files after merge.

Done
Lanedone recently Sourcetask:6b9a48bf-b380-4211-923e-c27af96129ef Statusmerge_failed Route Background Task6b9a48bf-b380-4211-923e-c27af96129ef

Next: Review outcome links or archive follow-up if no action remains.

Source

Next Actions

8

Investigate DylanBot daemon log issue: Malformed tool call arguments for spawn_subagent: '{"task_description": "Inve...

#1

Self-healing diagnostic task from DylanBot daemon log health. Goal: triage the grouped daemon log issues below, determine whether each is a real bug or expected/transient noise, and implement a focused fix only when the root cause is clear. Use the normal DylanBot branch/test/review/merge workflow. Log path: `/home/kyhuang/.config/dylanbot/daemon.log` Issues: 1. `loghealth:5bf3365eb8030e98` WARNING x1 Logger: `dylanbot.daemon.controller` Message: Malformed tool call arguments for spawn_subagent: '{"task_description": "Investigate whether experiment VLA-PT-879 has a compatible manifest for our clip usage tracking system...' Triage notes (DylanBot, 2026-08-13): - REAL BUG (robustness, low frequency x1). The evidence shows the LLM emitted malformed tool-call arguments for spawn_subagent: the payload appears to be a truncated JSON object followed immediately by a second, complete JSON object ({"repo": "ndas", "task_type": "read_only", "task_description": ...}), i.e. the model re-started its output mid-stream and the controller received concatenated/invalid JSON. - The controller correctly detected the malformed args and logged a WARNING rather than crashing — containment works. What's missing is recovery: the spawn was presumably dropped, so the intended VLA-PT-879 investigation never ran. - Suggested focused fix: in dylanbot.daemon.controller's tool-call parsing, on JSON parse failure (a) attempt a salvage parse (e.g. extract the last complete JSON object when multiple are concatenated), or (b) re-ask the LLM to re-emit the tool call with valid JSON, with a retry cap. Log which path was taken. Do NOT silently guess args. - Also worth checking: whether the task that was dropped gets retried or is silently lost — if lost, surface a notification so the work isn't silently dropped. - Not transient noise, but low urgency (single occurrence, no crash, no user-facing impact observed). Keep at medium priority. Safety: - Do not send Slack messages without explicit approval. - Do not bypass the backlog scheduler, merge runner, or review loop. - If the evidence is transient or expected, document that and avoid code churn.

Prioritymedium Effortunknown Statusblocked Skipblocked_by_dependency

Investigate DylanBot daemon log issue: Slack listener silent for 10 minutes (last event 3034471); hard-resetting

#2

Self-healing diagnostic task from DylanBot daemon log health. Goal: triage the grouped daemon log issues below, determine whether each is a real bug or expected/transient noise, and implement a focused fix only when the root cause is clear. Use the normal DylanBot branch/test/review/merge workflow. Log path: `/home/kyhuang/.config/dylanbot/daemon.log` Issues: 1. `loghealth:9361c9145c88c353` WARNING x28 Logger: `dylanbot.daemon.app` Message: Slack listener silent for 10 minutes (last event 3034471); hard-resetting Evidence: ```text 00:39:59 [WARNING] dylanbot.daemon.app: Slack listener silent for 10 minutes (last event 3034471); hard-resetting ``` ```text 00:41:04 [WARNING] dylanbot.daemon.app: Slack listener silent for 10 minutes (last event 3034471); hard-resetting ``` Triage notes (DylanBot, 2026-08-13): - The watchdog message is a SYMPTOM, not a root cause: it fires when the Slack listener sees no events for 10 minutes and hard-resets. Containment is working (no crash, listener recovers). - Timing: events cluster at 00:39–00:41 MDT (overnight, near-zero Slack activity). A 10-minute event silence overnight is plausibly legitimate — so this may be either (a) an idle-connection false positive producing log noise, or (b) a genuinely dead connection where the watchdog is the only liveness mechanism. - Investigation steps for the assignee: 1. Check whether the Slack socket-mode/websocket client has heartbeat (ping/pong) enabled and its interval; if server-side idle timeouts silently kill the connection without events, the watchdog is masking a missing keepalive — fix the keepalive rather than the watchdog. 2. Grep daemon.log around the x28 occurrences: do they cluster in quiet hours (00:00–06:00)? If yes, likely idle false positive → consider downgrading the post-reset log line to INFO, or adding quiet-hours tolerance/jitter to the silence threshold. 3. Check whether any events were actually MISSED during a silent window (compare with Slack history if possible). If events were missed, it's a real bug (dead connection) and the keepalive fix is required. - Not a crash, no confirmed user-facing impact; keep at medium priority. Do not churn code if root cause is idle-hour false positives — document and adjust logging instead. Safety: - Do not send Slack messages without explicit approval. - Do not bypass the backlog scheduler, merge runner, or review loop. - If th...

Prioritymedium Effortunknown Statusblocked Skipblocked_by_dependency

Investigate DylanBot daemon log issue: Tool call loop exceeded 5 turns

#3

Self-healing diagnostic task from DylanBot daemon log health. Goal: triage the grouped daemon log issues below, determine whether each is a real bug or expected/transient noise, and implement a focused fix only when the root cause is clear. Use the normal DylanBot branch/test/review/merge workflow. Log path: `/home/kyhuang/.config/dylanbot/daemon.log` Issues: 1. `loghealth:ab1df8eec22370fe` WARNING x1 Logger: `dylanbot.daemon.controller` Message: Tool call loop exceeded 5 turns Evidence: ```text 22:28:56 [WARNING] dylanbot.daemon.controller: Tool call loop exceeded 5 turns ``` Triage notes (DylanBot, 2026-08-14): - Containment is working: the 5-turn tool-call cap is a deliberate runaway-loop governor in dylanbot.daemon.controller. A single x1 firing is the governor doing its job, not a crash or bug. No code churn warranted on this evidence alone. - Two open questions for the assignee before any fix: 1. What happened to the task after the cap hit? If the in-flight work was silently dropped (no fallback reply, no notification), that's the real (minor) bug — the loop-cap path should produce a graceful partial answer or a visible notice rather than silence. Grep daemon.log around 22:28:56 for the enclosing task/event and its final disposition. 2. Is 5 turns too low for legitimate multi-step workflows (e.g. load_skill -> read -> act chains consume 2-3 turns before the real work starts)? If the capped turn was a legitimate deep workflow rather than a loop, consider raising the cap slightly or making it configurable, and log a per-turn summary so future triage can distinguish runaway vs. legit. - Dependency: added depends_on 575e23ec (codex CLI not on PATH) — promoting this before that fix lands would spawn a codex agent that crashes immediately, same as the other log-health items. - Keep at medium; low urgency (single occurrence, no user-facing impact confirmed). If investigation shows the task completed fine and the cap was a legit runaway guard, close as expected/transient with notes and no code change. Safety: - Do not send Slack messages without explicit approval. - Do not bypass the backlog scheduler, merge runner, or review loop. - If the evidence is transient or expected, document that and avoid code churn.

Prioritymedium Effortunknown Statusblocked Skipblocked_by_dependency

Fix TaskRunner crash: FileNotFoundError 'codex' (subagent runtime not on PATH)

#?

From daemon log health batch (item 8af39f33-f95b-4396-9ce2-36039684e7fb). Findings from triage of 3 fingerprints: 1. ERROR loghealth:92a9a1e466b88eb2 — REAL BUG / env issue. TaskRunner 571131bf-4b6a-4a86-9827-e4e7154acf2c crashed: FileNotFoundError: 'codex'. The codex CLI is not on PATH in the daemon's environment, so every codex-based subagent spawn will crash. Fix options: (a) ensure codex is installed and resolve its absolute path at spawn time instead of relying on PATH; (b) add a pre-flight runtime check that fails the task gracefully with a clear error instead of a crash. Recommend both: resolve runtime binary via shutil.which with fallback to configured absolute path, and surface a clean 'runtime unavailable' error to the orchestrator. 2. WARNING loghealth:924e5b5e3750dd97 — TRANSIENT. LLM status=500 retries (x2), handled by existing retry/backoff (attempt 1/10, no escalation). No code change; upstream API noise. 3. WARNING loghealth:5220d710d57877a8 — TRANSIENT, same root cause as #2. Escalation classifier hit APIStatusError from the same 500s and correctly fell back to static tier 'auto'. Fallback behavior is working as designed. No code change. Log path: /home/kyhuang/.config/dylanbot/daemon.log Source: scheduler self-healing suggestion.

Priorityhigh Effortsmall Statusblocked Skipspawn_policy_approve

Investigate DylanBot daemon log health batch (3 fingerprints)

#?

Self-healing diagnostic task from DylanBot daemon log health. Goal: triage the grouped daemon log issues below, determine whether each is a real bug or expected/transient noise, and implement a focused fix only when the root cause is clear. Use the normal DylanBot branch/test/review/merge workflow. Log path: `/home/kyhuang/.config/dylanbot/daemon.log` Issues: 1. `loghealth:9c79e363106e374d` ERROR x1 Logger: `dylanbot.daemon.actions.executor` Message: Action promote_backlog_item failed Exception: `ValueError` Terminal frame: `worktree.py:786:_validate_repo` Evidence: ```text 05:38:09 [ERROR] dylanbot.daemon.actions.executor: Action promote_backlog_item failed Traceback (most recent call last): File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/actions/executor.py", line 2250, in _dispatch result_data = await handler(params) ^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/actions/handlers/backlog.py", line 196, in promote task = await subagent._spawn_task( ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/actions/handlers/subagent.py", line 236, in _spawn_task return await executor.orchestrator.spawn_managed( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/orchestrator.py", line 743, in spawn_managed task = await self._store.prepare_task( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/subagent.py", line 697, in prepare_task branch, wt_path = await self._worktree_mgr.create_worktree( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/worktree.py", line 220, in create_worktree await self._validate_repo(repo) File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/worktree.py", line 786, in _validate_repo raise ValueError(f"{repo} is not a git repository") ValueError: dylanbot is not a git repository ``` 2. `loghealth:1099b8f0c6513bfe` WARNING x3 Logger: `dylanbot.daemon.intelligence.intent_classifier` Message: LLM classification failed, using heuristic Exception: `KeyError` Terminal frame: `config.py:1165:resolve_model` Evidence: ```text 05:35:38 [WARNING] dylanbot.daemon.intelligence.intent_classifier: LLM classification failed, using heuristic Traceback (most recent call last): File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/intelligence/i...

Priorityhigh Effortunknown Statusblocked

Investigate DylanBot daemon log health batch (5 fingerprints)

#?

Self-healing diagnostic task from DylanBot daemon log health. Goal: triage the grouped daemon log issues below, determine whether each is a real bug or expected/transient noise, and implement a focused fix only when the root cause is clear. Use the normal DylanBot branch/test/review/merge workflow. Log path: `/home/kyhuang/.config/dylanbot/daemon.log` Issues: 1. `loghealth:92a9a1e466b88eb2` ERROR x1 Logger: `dylanbot.daemon.orchestrator` Message: TaskRunner fee5ecae-6930-403f-9072-b05ef7066776 crashed: FileNotFoundError: [Errno 2] No such file or directory: 'codex' Evidence: ```text 08:00:04 [ERROR] dylanbot.daemon.orchestrator: TaskRunner fee5ecae-6930-403f-9072-b05ef7066776 crashed: FileNotFoundError: [Errno 2] No such file or directory: 'codex' ``` 2. `loghealth:5220d710d57877a8` WARNING x2 Logger: `dylanbot.daemon.escalation` Message: Escalation classifier failed for spawn_subagent, keeping static tier auto Exception: `APIStatusError` Terminal frame: `_base_client.py:1669:request` Evidence: ```text 07:59:58 [WARNING] dylanbot.daemon.escalation: Escalation classifier failed for spawn_subagent, keeping static tier auto Traceback (most recent call last): File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/escalation.py", line 101, in should_escalate response, _ = await self._gateway.generate( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/inference_gateway.py", line 87, in generate response, usage = await self._client.generate( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/llm.py", line 112, in generate raw, model, used_model_cfg = await self._request_with_fallback( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/llm.py", line 267, in _request_with_fallback raw = await self._retry_with_backoff( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/src/dylanbot/daemon/llm.py", line 354, in _retry_with_backoff return await func() ^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/.venv/lib/python3.12/site-packages/openai/resources/chat/completions/completions.py", line 2714, in create return await self._post( ^^^^^^^^^^^^^^^^^ File "/home/kyhuang/scratch/dylanbot/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 1884, in post return await self.request(cast_to, opts, stream... ``` ```text 08:06:36 [WARNI...

Priorityhigh Effortunknown Statusblocked

Decision Queue

10

Investigate DylanBot daemon log health batch (4 fingerprints)

in_progress

Backlog item is in progress, but no active agent record matches it.

Categorybacklog_in_progress_drift Reasonno_active_agent_record Score900 Backlog3930ef4a-bbeb-4ebe-a564-9df9c41fa8d5

Investigate DylanBot daemon log issue: ValueError

in_progress

Backlog item is in progress, but no active agent record matches it.

Categorybacklog_in_progress_drift Reasonno_active_agent_record Score900 Backlog1f8cbf97-d560-4b7d-a12e-9531d1b65c3f

Investigate DylanBot daemon log health batch (2 fingerprints)

in_progress

Backlog item is in progress, but no active agent record matches it.

Categorybacklog_in_progress_drift Reasonno_active_agent_record Score900 Backloge01e4cc1-ba71-4823-a79e-887b64736cc4

Investigate DylanBot daemon log health batch (5 fingerprints)

in_progress

Backlog item is in progress, but no active agent record matches it.

Categorybacklog_in_progress_drift Reasonno_active_agent_record Score900 Backlog21b4baa5-e49e-4901-8b69-b7c8ebf5b4ca

Investigate DylanBot daemon log health batch (3 fingerprints)

in_progress

Backlog item is in progress, but no active agent record matches it.

Categorybacklog_in_progress_drift Reasonno_active_agent_record Score900 Backlog1cb2cfa2-1af4-4438-8151-1abe273d3b85

Investigate DylanBot daemon log health batch (2 fingerprints)

in_progress

Backlog item is in progress, but no active agent record matches it.

Categorybacklog_in_progress_drift Reasonno_active_agent_record Score875 Backloga0a37fb2-bb15-4091-b01d-522772ee3248
+4 more decisions in API.

Managed Agents

0 current
No agent work
No recent local Codex sessions found.

Recently Completed

8

Control Dock

28 ready

Controls idle.

Decisions

0
No controls
No safe web controls in this group.

Automation

28

Trigger Backlog Auto-Promotion

trigger
Targetbacklog_scheduler.promote_next Surfaceproactive definition Policyqueues for approval

Pause Backlog Auto-Promotion

pause
Targetbacklog_scheduler.promote_next Surfaceproactive definition Policyqueues for approval

Trigger Evening Briefing

trigger
Targetbriefing.evening Surfaceproactive definition Policyqueues for approval

Pause Evening Briefing

pause
Targetbriefing.evening Surfaceproactive definition Policyqueues for approval

Trigger Lunch Briefing

trigger
Targetbriefing.lunch Surfaceproactive definition Policyqueues for approval

Pause Lunch Briefing

pause
Targetbriefing.lunch Surfaceproactive definition Policyqueues for approval

Delivery

188 ready

Delivery

ok

last pass: 135 events, 8 packets, 54 ledger writes

Ready188 Work753 Projects3 Commands0/0 Verified27/176 Observed48/1416 Projectorenabled Last Run2026-09-22 04:25 MDT

Generated Wiki Lint

3

Generated Wiki Lint

3 issues

completed

Statuscompleted Runprun-4268a30b-b1fc-42da-b3aa-cfcb102e5bc6 Started2026-09-21 17:06 MDT
  • missing_scaffold
    generated/wiki/SCHEMA.md
    Missing scaffold file
  • missing_scaffold
    generated/wiki/index.md
    Missing scaffold file
  • missing_scaffold
    generated/wiki/log.md
    Missing scaffold file

Warnings

0
No warnings
No read-model warnings.

Active Projects

0
No projects
No active projects.