Dashboard › › Session ses_384e9140
ses_384e91405ffe38qUr0e8HOs7cDBased on the context provided, I can find information about this in the temporal messages. Let me recall more details.
The context shows that when crossProject was changed to default true, 43 existing knowledge entries were bulk-updated to cross_project=1 using a direct SQL UPDATE statement.
Specifically, from the temporal records:
UPDATE knowledge SET cross_project = 1
The operation affected 43 rows as confirmed in the commit message for a2a2b21.
[assistant]: The recall is now finding the right information — "43 entries" correctly. Let me now run the full eval:
[
{
"content": "Fix eval stderr mixing into JSONL output (quick)",
"status": "completed",
"priority": "high"
},
{
"content": "Fix orphan reset destroying existing distillations",
"status": "completed",
"priority": "high"
},
{
"content": "Add distillation backfill for historical sessions",
"status": "completed",
"priority": "high"
},
{
"content": "Re-run eval with clean distillations",
"status": "in_progress",
"priority": "high"
},
{
"content": "Snapshot test session data for stable eval baselines",
"status": "pending",
"priority": "medium"
}
]
Coding Memory Eval Mode: default Questions: 15 Concurrency: 3 Output: eval/results/coding_eval_default.jsonl Purged 77 eval sessions (154 messages) from temporal storage Loading session ses_391dfe776ffe... 893 messages, 450680 tokens Using 5 existing distillation(s) Nuum context: 25172 chars Loading session ses_38a242967ffe... 199 messages, 141086 tokens Using 4 existing distillation(s) Nuum context: 22170 chars Loading session ses_389c23eddffe... 226 messages, 95140 tokens Using 5 existing distillation(s) Nuum context: 22026 chars Running 15 evaluations (15 questions × 1 modes)... [1/15] ✓ default nuum-dev "What type does CuratorOp.crossProject have, and wh..." [2/15] ✓ default nuum-dev "What was the FTS5 search bug fixed in ltm.ts at th..." [3/15] ✓ default nuum-dev "What was the 'assistant message prefill' error tha..." [4/15] ✗ default nuum-dev "How many existing knowledge entries were bulk-upda..." [5/15] ✓ default nuum-dev "Why did the ...
Coding Memory Eval Mode: nuum Questions: 15 Concurrency: 3 Output: eval/results/coding_eval_nuum.jsonl Purged 38 eval sessions (77 messages) from temporal storage Loading session ses_391dfe776ffe... 893 messages, 450680 tokens Using 5 existing distillation(s) Nuum context: 25172 chars Loading session ses_38a242967ffe... 199 messages, 141086 tokens Using 4 existing distillation(s) Nuum context: 22170 chars Loading session ses_389c23eddffe... 226 messages, 95140 tokens Using 5 existing distillation(s) Nuum context: 22026 chars Running 15 evaluations (15 questions × 1 modes)... [1/15] ✓ nuum nuum-dev "What type does CuratorOp.crossProject have, and wh..." [2/15] ✓ nuum nuum-dev "How many existing knowledge entries were bulk-upda..." [3/15] ✓ nuum nuum-dev "What was the FTS5 search bug fixed in ltm.ts at th..." [4/15] ✓ nuum nuum-dev "What technique did the nuum gradient context manag..." [5/15] ✓ nuum nuum-dev "Why did the eval test ...
Default: 11/15 (73.3%) Nuum: 14/15 (93.3%) === HEAD-TO-HEAD === [✓/✓] TIE nuum-dev What type does CuratorOp.crossProject have, and why did the ternary ex [✗/✓] NUUM nuum-dev How many existing knowledge entries were bulk-updated when crossProjec [✓/✓] TIE nuum-dev What was the FTS5 search bug fixed in ltm.ts at the start of this sess [✓/✓] TIE nuum-dev What technique did the nuum gradient context manager add for tracking [✓/✓] TIE nuum-dev Why did the eval test sessions appear in the OpenCode session history, [✗/✓] NUUM nuum-dev What was the system-reminder leak bug in the nuum gradient and which c [✓/✓] TIE nuum-dev What was the 'assistant message prefill' error that recurred later in [✓/✓] TIE sentry-cli What PR number and title was being tested at the start of this session [✓/✓] TIE sentry-cli What SQLite error occurred when first running `project list sentry/`, [✗/✓] NUUM sentry-cli How many Sentry ...
[main e83064c] Re-run eval: nuum 93.3% vs default 73.3% with proper distillation coverage 3 files changed, 38 insertions(+), 4 deletions(-) [assistant]: [tool:bash] Deleting 135 eval sessions... Done: 135 / 135 deleted [assistant]: All clean. Summary of what we accomplished today: **Fixed:** 1. **Root cause of looping** — trailing-drop was stripping assistant messages with tool parts, causing the model to re-invoke tools endlessly. Now only drops tool-free assistant messages. 2. **Incremental distillation** — triggers when undistilled messages hit `maxSegment` (50), rather than waiting for `session.idle`. Keeps each distillation segment small and high-fidelity. 3. **Child session isolation** — nuum plugin now skips temporal storage for child sessions (eval sessions, worker sessions), preventing contamination of recall search. 4. **Backfill** — sentry-cli and auth-api properly distilled into 4-5 segments each (~22k chars), vs the previous 0 and 1 distillation respectively. 5. ...
807d8f0 Add backfill script and populate sentry-cli + auth-api distillations 1d02e1d Fix FTS5 content-sync purge: rebuild index after content table deletes 763ee8f Skip child sessions in temporal storage and purge eval contamination e06369c Update MEMORY_PLAN with nuum+recall score (93.3% vs 73.3% default) e8f38f4 Add coding eval results: nuum 93.3% vs default 80.0% 8934b83 Incremental distillation + recall-enabled coding eval 21743b7 Update eval harness with windowed oracle context and refresh coding eval dataset 2bdc4c3 Fix infinite tool-call loop caused by unconditionally dropping trailing assistant messages c7e78ff Track curator worker sessions in shared workerSessionIDs set and add orphan reset + force flag to distillation 9e712a7 Add full eval run results: nuum 73.3% vs oracle 66.7% vs default 53.3% --- On branch main Changes not staged for commit: (use "git add <file>..." to update what will be committed) (use "git restore <file>..." to discard changes in working ...
807d8f0 Add backfill script and populate sentry-cli + auth-api distillations 1d02e1d Fix FTS5 content-sync purge: rebuild index after content table deletes 763ee8f Skip child sessions in temporal storage and purge eval contamination e06369c Update MEMORY_PLAN with nuum+recall score (93.3% vs 73.3% default) e8f38f4 Add coding eval results: nuum 93.3% vs default 80.0% 8934b83 Incremental distillation + recall-enabled coding eval 21743b7 Update eval harness with windowed oracle context and refresh coding eval dataset 2bdc4c3 Fix infinite tool-call loop caused by unconditionally dropping trailing assistant messages c7e78ff Track curator worker sessions in shared workerSessionIDs set and add orphan reset + force flag to distillation
diff --git a/eval/results/coding_eval_default.jsonl b/eval/results/coding_eval_default.jsonl
index 714a1c1..a46eda1 100644
--- a/eval/results/coding_eval_default.jsonl
+++ b/eval/results/coding_eval_default.jsonl
@@ -1,7 +1,6 @@
-{"session_label":"nuum-dev","question_type":"early-detail","question":"What was the FTS5 search bug fixed in ltm.ts at the start of this session, and what was the fix?","answer":"FTS5 was doing exact term matching instead of prefix matching. The fix added an ftsQuery() function that appends * to each search term for prefix matching.","hypothesis":"The FTS5 search bug was that it was doing exact term matching instead of prefix matching. The fix was adding an `ftsQuery()` function that appends `*` to each search term to enable prefix matching.\n\n[assistant]: FTS is working. Now let me fix the purge function to rebuild FTS after deletion instead of trying to delete from the corrupt vtab directly. ...
Here's the current state:
807d8f0 Add backfill script and populate sentry-cli + auth-api distillations 1d02e1d Fix FTS5 content-sync purge: rebuild index after content table deletes 763ee8f Skip child sessions in temporal storage and purge eval contamination e06369c Update MEMORY_PLAN with nuum+recall score (93.3% vs 73.3% default) e8f38f4 Add coding eval results: nuum 93.3% vs default 80.0% 8934b83 Incremental distillation + recall-enabled coding eval 21743b7 Update eval harness with windowed oracle context and refresh coding eval dataset 2bdc4c3 Fix infinite tool-call loop caused by unconditionally dropping trailing assistant messages c7e78ff Track curator worker sessions in shared workerSessionIDs set and add orphan reset + force flag to distillation
fatal: option '--stat' must come before non-option arguments
eval/results/coding_eval_default.jsonl | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-)
The only uncommitted change is eval/results/coding_eval_default.jsonl — updated result file from the final clean eval run (11/15 = 73.3% default, 14/15 = 93.3% nuum).
Here's a summary of all commits made this session in chronological order:
| Commit | Description |
|---|---|
| c7e78ff | Track curator worker sessions + orphan reset + force flag for distillation |
| 2bdc4c3 | Fix infinite tool-call loop (trailing assistant message drop was too aggressive) |
| 21743b7 | Update eval harness with windowed oracle context + refresh dataset |
| 8934b83 | Incremental distillation + recall-enabled coding eval |
| 763ee8f | Skip child sessions in temporal storage + purge eval contamination |
| 1d02e1d | Fix FTS5 content-sync purge (rebuild index after content table deletes) |
| 807d8f0 | Backfill script + sentry-cli + auth-api distillations |
| e8f38f4 | Eval results: nuum 93.3% vs default 80.0% |
| e06369c | Update MEMORY_PLAN with final scores (93.3% vs 73.3%) |
The only thing to commit is the updated coding_eval_default.jsonl. Want me to commit that as part of a final "update eval results" commit, or leave it unstaged?