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Evilander commited on about 1 month ago

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Publish before-after MemoryGym benchmark rerun

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README.md +20 -9
audrey-benchmark-report.png +2 -2
index.html +29 -86
memorygym-after-tag-filter.json +1928 -0
memorygym-before-after.svg +22 -0
memorygym-before-tag-filter.json +1913 -0
memorygym-current-run.json +319 -304
memorygym-current-summary.json +36 -31
memorygym-hit-rate.svg +9 -10
memorygym-p95-recall-latency.svg +11 -12
memorygym-score.svg +9 -10

README.md CHANGED Viewed

@@ -17,24 +17,36 @@ Project: https://github.com/Evilander/Audrey
 Package: https://www.npmjs.com/package/audrey
 Live report Space: https://huggingface.co/spaces/Evilander/audrey-memory-benchmark-report
-## Current MemoryGym run
-Generated: `2026-05-01T04:19:26.858Z`
-Local time: April 30, 2026, 11:19 PM Central
 Suite: `MemoryGym Core`
 Transport: Audrey HTTP sidecar on loopback
 Providers: mock embeddings, mock LLM, isolated data directory
 | Adapter | Score | Hit rate | P95 recall latency |
 |---|---:|---:|---:|
-| typed-semantic | 72.7% | 100.0% | 0.3 ms |
 | hybrid | 72.7% | 100.0% | 0.3 ms |
-| audrey-http | 34.3% | 42.9% | 3.7 ms |
 ## Included files
-- `memorygym-current-run.json`: raw MemoryGym run output
 - `memorygym-current-summary.json`: compact summary and finding notes
 - `memorygym-score.svg`: score graph
 - `memorygym-hit-rate.svg`: hit-rate graph
 - `memorygym-p95-recall-latency.svg`: latency graph
@@ -46,6 +58,5 @@ Providers: mock embeddings, mock LLM, isolated data directory
 This is a current MemoryGym local benchmark artifact. It is not an official AMB,
 LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score.
-The current run is intentionally published even though Audrey underperformed. The
-main fix targets are scenario/tag isolation, current-belief precedence, and
-context-aware ranking.

 Package: https://www.npmjs.com/package/audrey
 Live report Space: https://huggingface.co/spaces/Evilander/audrey-memory-benchmark-report
+## Current MemoryGym rerun after Audrey tag-isolation fix
+Generated: `2026-05-01T04:38:49.849Z`
+Local time: April 30, 2026, 11:38 PM Central
 Suite: `MemoryGym Core`
 Transport: Audrey HTTP sidecar on loopback
 Providers: mock embeddings, mock LLM, isolated data directory
+Audrey recall previously treated multiple tag filters as OR. MemoryGym sends `memorygym`, run id, and scenario id together; OR matching let unrelated scenario memories leak through. Audrey now requires all requested tags to match.
 | Adapter | Score | Hit rate | P95 recall latency |
 |---|---:|---:|---:|
+| typed-semantic | 72.7% | 100.0% | 0.4 ms |
 | hybrid | 72.7% | 100.0% | 0.3 ms |
+| audrey-http | 57.5% | 85.7% | 3.8 ms |
+## Audrey before/after
+| Run | Score | Hit rate | P95 recall latency |
+|---|---:|---:|---:|
+| Before tag fix | 34.3% | 42.9% | 3.7 ms |
+| After tag fix | 57.5% | 85.7% | 3.8 ms |
 ## Included files
+- `memorygym-before-tag-filter.json`: raw MemoryGym run before the Audrey tag fix
+- `memorygym-after-tag-filter.json`: raw MemoryGym run after the Audrey tag fix
+- `memorygym-current-run.json`: current raw run, currently same as after-fix run
 - `memorygym-current-summary.json`: compact summary and finding notes
+- `memorygym-before-after.svg`: before/after graph
 - `memorygym-score.svg`: score graph
 - `memorygym-hit-rate.svg`: hit-rate graph
 - `memorygym-p95-recall-latency.svg`: latency graph
 This is a current MemoryGym local benchmark artifact. It is not an official AMB,
 LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score.
+The current run is intentionally published with the remaining gaps. The next fix
+targets are current-belief precedence and context-aware ranking.

audrey-benchmark-report.png CHANGED Viewed

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Pointer size: 131 Bytes
Size of remote file: 452 kB

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Pointer size: 131 Bytes
Size of remote file: 500 kB

index.html CHANGED Viewed

@@ -39,21 +39,22 @@
 <body>
   <header>
     <div class="wrap">
-      <div class="stamp">Current evidence generated from MemoryGym run 2026-05-01T04:19:26.858Z (Apr 30, 2026, 11:19 PM Central)</div>
       <h1>Audrey MemoryGym Benchmark Evidence</h1>
-      <p class="lede">This page replaces the stale synthetic Audrey chart. It shows the current MemoryGym Core run against Audrey over HTTP with isolated local data, mock embeddings, and mock LLM settings.</p>
-      <div class="callout">
-        <strong>Claim boundary:</strong> this is a current MemoryGym local benchmark artifact. It is not an official AMB, LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score.
-      </div>
     </div>
   </header>
   <main>
     <section class="grid" aria-label="Audrey run summary">
-      <div class="card"><h3>Audrey HTTP Score</h3><div class="metric bad">34.3%</div><p>MemoryGym Core aggregate score.</p></div>
-      <div class="card"><h3>Audrey Hit Rate</h3><div class="metric bad">42.9%</div><p>Expected memory appeared in top-k on 3 of 7 probes.</p></div>
-      <div class="card"><h3>Audrey P95 Recall</h3><div class="metric ok">3.7 ms</div><p>Latency is usable; ranking and isolation need the work.</p></div>
     </section>
     <h2>Current Graphs</h2>
     <div class="charts">
       <img src="memorygym-score.svg" alt="MemoryGym score chart" />
@@ -61,80 +62,23 @@
       <img src="memorygym-p95-recall-latency.svg" alt="MemoryGym p95 recall latency chart" />
     </div>
-    <h2>Adapter Results</h2>
-    <table>
-      <thead><tr><th>Adapter</th><th>Score</th><th>Hit Rate</th><th>P95 Recall</th><th>Precision</th><th>Contamination Penalty</th></tr></thead>
-      <tbody><tr>
-  <td>typed-semantic</td>
-  <td>72.7%</td>
-  <td>100.0%</td>
-  <td>0.3 ms</td>
-  <td>34.5%</td>
-  <td>45.2%</td>
-</tr>
-<tr>
-  <td>hybrid</td>
-  <td>72.7%</td>
-  <td>100.0%</td>
-  <td>0.3 ms</td>
-  <td>34.5%</td>
-  <td>45.2%</td>
-</tr>
-<tr>
-  <td>audrey-http</td>
-  <td>34.3%</td>
-  <td>42.9%</td>
-  <td>3.7 ms</td>
-  <td>13.1%</td>
-  <td>26.2%</td>
-</tr></tbody>
-    </table>
-    <h2>What The Run Actually Found</h2>
-    <p>Audrey's current HTTP integration is fast but under-scored because it retrieves stale or unrelated memories in several probes. The biggest actionable finding is cross-scenario contamination from MemoryGym's shared <code>memorygym</code> tag combined with Audrey's any-match tag semantics.</p>
-    <table>
-      <thead><tr><th>Probe</th><th>Query</th><th>Result</th><th>Returned IDs</th><th>Top Recall</th></tr></thead>
-      <tbody><tr>
-  <td>typed-profile-updates / current-workspace</td>
-  <td>Which collaboration environment should Maya use right now?</td>
-  <td>0.0% score<br>0.0% hit</td>
-  <td>maya-workspace-old, jonas-distractor-workspace, maya-pref-morning</td>
-  <td>Maya&#39;s active workspace used to be Atlas for the onboarding sprint.</td>
-</tr>
-<tr>
-  <td>typed-profile-updates / meeting-preference</td>
-  <td>How should Maya receive meeting preparation?</td>
-  <td>70.7% score<br>100.0% hit</td>
-  <td>maya-pref-morning, maya-workspace-old, maya-workspace-current</td>
-  <td>Maya prefers morning async notes before any meeting-heavy work.</td>
-</tr>
-<tr>
-  <td>episodic-incident-thread / incident-root-cause</td>
-  <td>What caused the checkout webhook incident?</td>
-  <td>0.0% score<br>0.0% hit</td>
-  <td>maya-workspace-old, jonas-distractor-workspace, maya-workspace-current, email-distractor</td>
-  <td>Maya&#39;s active workspace used to be Atlas for the onboarding sprint.</td>
-</tr>
-<tr>
-  <td>retrieval-context-routing / audrey-release-gate</td>
-  <td>Which project requires a benchmark gate and doctor check for release validation?</td>
-  <td>0.0% score<br>0.0% hit</td>
-  <td>jonas-distractor-workspace, auth-css-polish, maya-workspace-old</td>
-  <td>Jonas owns the Atlas workspace and handles its migration checklist.</td>
-</tr>
-<tr>
-  <td>retrieval-context-routing / repopulse-trace</td>
-  <td>Which memory mentions pipeline version and dense rerank trace boundaries?</td>
-  <td>0.0% score<br>0.0% hit</td>
-  <td>maya-pref-morning, calendar-note, jonas-distractor-workspace</td>
-  <td>Maya prefers morning async notes before any meeting-heavy work.</td>
-</tr></tbody>
-    </table>
     <h2>Submission Status</h2>
-    <div class="callout done">
-      <strong>Already submitted/listed for review:</strong> MCP.Directory, MCP.so, Glama, CodeSOTA coverage request, Hugging Face dataset/Space, and AMB maintainer issue for the official provider path.
-    </div>
     <table>
       <thead><tr><th>Target</th><th>Status</th><th>URL / next action</th></tr></thead>
       <tbody>
@@ -142,24 +86,23 @@
         <tr><td>MCP.so</td><td>Signed-in server record created and GitHub issue opened</td><td><a href="https://github.com/chatmcp/mcpso/issues/2198">mcpso issue 2198</a></td></tr>
         <tr><td>Glama</td><td>Submitted for review</td><td>Signed-in form completed.</td></tr>
         <tr><td>CodeSOTA</td><td>Coverage request submitted, not a fake score</td><td>Waiting for editorial reply.</td></tr>
-        <tr><td>AMB</td><td>Provider/leaderboard issue opened</td><td><a href="https://github.com/vectorize-io/agent-memory-benchmark/issues/11">AMB issue 11</a></td></tr>
-        <tr><td>Hugging Face</td><td>Dataset and Space created</td><td>Replace old static report with this current evidence page.</td></tr>
       </tbody>
     </table>
     <h2>Files In This Evidence Bundle</h2>
     <ul class="files">
       <li><code>memorygym-current-run.json</code></li>
       <li><code>memorygym-current-summary.json</code></li>
       <li><code>memorygym-score.svg</code></li>
       <li><code>memorygym-hit-rate.svg</code></li>
       <li><code>memorygym-p95-recall-latency.svg</code></li>
-      <li><code>index.html</code></li>
-      <li><code>audrey-benchmark-report.png</code> after browser screenshot</li>
     </ul>
-    <h2>Fix Direction Before The Next Public Score</h2>
-    <p>Audrey should not hide this result. The right next benchmark sprint is tag intersection or scenario isolation, current-belief precedence, context-aware ranking, then a rerun of MemoryGym followed by an official AMB provider adapter run once Gemini credentials are available in this shell.</p>
   </main>
 </body>
 </html>

 <body>
   <header>
     <div class="wrap">
+      <div class="stamp">Current rerun generated 2026-05-01T04:38:49.849Z (Apr 30, 2026, 11:38 PM Central)</div>
       <h1>Audrey MemoryGym Benchmark Evidence</h1>
+      <p class="lede">This page shows the current MemoryGym Core rerun after an Audrey isolation fix. It replaces the stale synthetic Audrey chart and includes the before/after numbers.</p>
+      <div class="callout"><strong>Claim boundary:</strong> this is a current MemoryGym local benchmark artifact. It is not an official AMB, LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score.</div>
     </div>
   </header>
   <main>
     <section class="grid" aria-label="Audrey run summary">
+      <div class="card"><h3>Audrey HTTP Score</h3><div class="metric bad">57.5%</div><p>Up from 34.3% before the tag isolation fix (+23.2 pts).</p></div>
+      <div class="card"><h3>Audrey Hit Rate</h3><div class="metric ok">85.7%</div><p>Expected memory appeared in top-k on 6 of 7 probes, up from 3 of 7.</p></div>
+      <div class="card"><h3>Audrey P95 Recall</h3><div class="metric ok">3.8 ms</div><p>Latency changed +0.1 ms after the fix.</p></div>
     </section>
+    <h2>Before And After</h2>
+    <div class="charts"><img src="memorygym-before-after.svg" alt="Audrey MemoryGym before and after chart" /></div>
     <h2>Current Graphs</h2>
     <div class="charts">
       <img src="memorygym-score.svg" alt="MemoryGym score chart" />
       <img src="memorygym-p95-recall-latency.svg" alt="MemoryGym p95 recall latency chart" />
     </div>
+    <h2>Adapter Results After Fix</h2>
+    <table><thead><tr><th>Adapter</th><th>Score</th><th>Hit Rate</th><th>P95 Recall</th><th>Precision</th><th>Contamination Penalty</th></tr></thead><tbody><tr><td>typed-semantic</td><td>72.7%</td><td>100.0%</td><td>0.4 ms</td><td>34.5%</td><td>45.2%</td></tr>
+<tr><td>hybrid</td><td>72.7%</td><td>100.0%</td><td>0.3 ms</td><td>34.5%</td><td>45.2%</td></tr>
+<tr><td>audrey-http</td><td>57.5%</td><td>85.7%</td><td>3.8 ms</td><td>29.8%</td><td>50.0%</td></tr></tbody></table>
+    <h2>What Changed</h2>
+    <p>Audrey recall previously treated multiple tags as an OR filter. MemoryGym passes <code>memorygym</code>, the run id, and the scenario id on recall. OR matching let unrelated scenario memories through because every row shared the <code>memorygym</code> tag. Audrey now requires all requested tags to match, which raised Audrey HTTP from 34.3% to 57.5%.</p>
+    <h2>Remaining Failures</h2>
+    <p>The next benchmark work is current-belief precedence and context-aware ranking. Audrey now usually finds the expected memory, but still ranks stale or wrong-project memories too high.</p>
+    <table><thead><tr><th>Probe</th><th>Query</th><th>Result</th><th>Returned IDs</th><th>Top Recall</th></tr></thead><tbody><tr><td>typed-profile-updates / current-workspace</td><td>Which collaboration environment should Maya use right now?</td><td>0.0% score<br>0.0% hit</td><td>maya-workspace-old, jonas-distractor-workspace, maya-pref-morning</td><td>Maya&#39;s active workspace used to be Atlas for the onboarding sprint.</td></tr>
+<tr><td>typed-profile-updates / meeting-preference</td><td>How should Maya receive meeting preparation?</td><td>70.7% score<br>100.0% hit</td><td>maya-pref-morning, maya-workspace-old, maya-workspace-current</td><td>Maya prefers morning async notes before any meeting-heavy work.</td></tr>
+<tr><td>retrieval-context-routing / audrey-release-gate</td><td>Which project requires a benchmark gate and doctor check for release validation?</td><td>59.0% score<br>100.0% hit</td><td>termivibe-first-contact, audrey-benchmark-gate, repopulse-trace-contract</td><td>TermiVibe first contact validation should cover config precedence, typed mode, no wake word mode, and telemetry persistence.</td></tr>
+<tr><td>retrieval-context-routing / repopulse-trace</td><td>Which memory mentions pipeline version and dense rerank trace boundaries?</td><td>57.0% score<br>100.0% hit</td><td>audrey-benchmark-gate, repopulse-trace-contract, termivibe-first-contact</td><td>Audrey release validation includes build, typecheck, benchmark gate, doctor, demo, pack dry-run, and host smoke coverage.</td></tr></tbody></table>
     <h2>Submission Status</h2>
+    <div class="callout done"><strong>Already submitted/listed for review:</strong> MCP.Directory, MCP.so, Glama, CodeSOTA coverage request, Hugging Face dataset/Space, and AMB maintainer issue for the official provider path.</div>
     <table>
       <thead><tr><th>Target</th><th>Status</th><th>URL / next action</th></tr></thead>
       <tbody>
         <tr><td>MCP.so</td><td>Signed-in server record created and GitHub issue opened</td><td><a href="https://github.com/chatmcp/mcpso/issues/2198">mcpso issue 2198</a></td></tr>
         <tr><td>Glama</td><td>Submitted for review</td><td>Signed-in form completed.</td></tr>
         <tr><td>CodeSOTA</td><td>Coverage request submitted, not a fake score</td><td>Waiting for editorial reply.</td></tr>
+        <tr><td>AMB</td><td>Provider/leaderboard issue opened and updated with this run</td><td><a href="https://github.com/vectorize-io/agent-memory-benchmark/issues/11">AMB issue 11</a></td></tr>
+        <tr><td>Hugging Face</td><td>Dataset and Space updated with current evidence</td><td><a href="https://huggingface.co/spaces/Evilander/audrey-memory-benchmark-report">Space</a> and <a href="https://huggingface.co/datasets/Evilander/audrey-memory-benchmark-artifacts">Dataset</a></td></tr>
       </tbody>
     </table>
     <h2>Files In This Evidence Bundle</h2>
     <ul class="files">
+      <li><code>memorygym-before-tag-filter.json</code></li>
+      <li><code>memorygym-after-tag-filter.json</code></li>
       <li><code>memorygym-current-run.json</code></li>
       <li><code>memorygym-current-summary.json</code></li>
+      <li><code>memorygym-before-after.svg</code></li>
       <li><code>memorygym-score.svg</code></li>
       <li><code>memorygym-hit-rate.svg</code></li>
       <li><code>memorygym-p95-recall-latency.svg</code></li>
+      <li><code>audrey-benchmark-report.png</code></li>
     </ul>
   </main>
 </body>
 </html>

memorygym-after-tag-filter.json ADDED Viewed

	@@ -0,0 +1,1928 @@

+{
+  "runId": "mg-2026-05-01T04-38-49-773Z-3032-2a8ec0b6",
+  "generatedAt": "2026-05-01T04:38:49.849Z",
+  "suite": {
+    "name": "MemoryGym Core",
+    "version": "0.1.0",
+    "scenarioCount": 4,
+    "probeKindCounts": {
+      "recall": 7
+    },
+    "fingerprint": "{\"description\":\"Replayable scenarios for typed beliefs, episodic recall, decay, interference, and retrieval diagnostics.\",\"gates\":{\"adapters\":{\"hybrid\":{\"minHitRate\":0.7,\"minScore\":0.58},\"typed-semantic\":{\"minHitRate\":0.6,\"minScore\":0.52}},\"maxP95RecallLatencyMs\":250},\"name\":\"MemoryGym Core\",\"scenarios\":[{\"dimensions\":[\"typed\",\"semantic\",\"interference\"],\"events\":[{\"content\":\"Maya prefers morning async notes before any meeting-heavy work.\",\"day\":1,\"entity\":\"Maya\",\"id\":\"maya-pref-morning\",\"key\":\"meeting_preference\",\"salience\":0.72,\"type\":\"semantic\",\"value\":\"morning async notes\"},{\"content\":\"Maya's active workspace used to be Atlas for the onboarding sprint.\",\"day\":2,\"entity\":\"Maya\",\"id\":\"maya-workspace-old\",\"key\":\"workspace\",\"salience\":0.5,\"type\":\"semantic\",\"value\":\"Atlas\"},{\"content\":\"Jonas owns the Atlas workspace and handles its migration checklist.\",\"day\":3,\"entity\":\"Jonas\",\"id\":\"jonas-distractor-workspace\",\"key\":\"workspace\",\"salience\":0.48,\"type\":\"semantic\",\"value\":\"Atlas\"},{\"content\":\"Maya changed her active workspace from Atlas to Aurora after the onboarding sprint ended.\",\"day\":9,\"entity\":\"Maya\",\"id\":\"maya-workspace-current\",\"key\":\"workspace\",\"salience\":0.84,\"type\":\"semantic\",\"value\":\"Aurora\"}],\"id\":\"typed-profile-updates\",\"probes\":[{\"answerKeywords\":[\"Maya\",\"Aurora\"],\"expected\":[\"maya-workspace-current\"],\"forbidden\":[\"maya-workspace-old\",\"jonas-distractor-workspace\"],\"id\":\"current-workspace\",\"query\":\"Which collaboration environment should Maya use right now?\",\"topK\":3,\"type\":\"semantic\"},{\"answerKeywords\":[\"morning\",\"async\",\"notes\"],\"expected\":[\"maya-pref-morning\"],\"forbidden\":[\"maya-workspace-old\",\"maya-workspace-current\"],\"id\":\"meeting-preference\",\"query\":\"How should Maya receive meeting preparation?\",\"topK\":3,\"type\":\"semantic\"}],\"tags\":[\"profile\",\"typed\"],\"title\":\"Typed profile updates should prefer current beliefs\"},{\"context\":{\"domain\":\"payments\"},\"dimensions\":[\"episodic\",\"retrieval-aware\",\"interference\"],\"events\":[{\"content\":\"The checkout incident began with Stripe webhook retries after deploy 842.\",\"day\":4,\"id\":\"stripe-alert\",\"salience\":0.68,\"tags\":[\"stripe\",\"webhook\"],\"type\":\"episodic\"},{\"content\":\"Root cause for the checkout incident was a rotated webhook secret missing from production environment variables.\",\"day\":5,\"id\":\"webhook-root-cause\",\"salience\":0.95,\"tags\":[\"stripe\",\"webhook\",\"root-cause\"],\"type\":\"episodic\"},{\"content\":\"Email delivery retries also increased that week because the sandbox SMTP account throttled newsletter tests.\",\"day\":6,\"id\":\"email-distractor\",\"salience\":0.42,\"tags\":[\"email\"],\"type\":\"episodic\"},{\"content\":\"The durable checkout fix is to rotate the Stripe webhook secret, update production env, redeploy, and replay failed events.\",\"day\":7,\"id\":\"webhook-fix\",\"salience\":0.97,\"tags\":[\"stripe\",\"webhook\",\"fix\"],\"type\":\"procedural\"}],\"id\":\"episodic-incident-thread\",\"probes\":[{\"answerKeywords\":[\"rotated\",\"webhook\",\"secret\",\"production\"],\"expected\":[\"webhook-root-cause\"],\"forbidden\":[\"email-distractor\"],\"id\":\"incident-root-cause\",\"query\":\"What caused the checkout webhook incident?\",\"topK\":4},{\"answerKeywords\":[\"rotate\",\"webhook\",\"secret\",\"replay\"],\"expected\":[\"webhook-fix\",\"webhook-root-cause\"],\"forbidden\":[\"email-distractor\"],\"id\":\"incident-durable-fix\",\"query\":\"What should we do to stop Stripe checkout retries after webhook failures?\",\"topK\":4}],\"tags\":[\"incident\",\"payments\"],\"title\":\"Episodic incident threads should recall the decisive fix\"},{\"dimensions\":[\"decay\",\"salience\",\"semantic\"],\"events\":[{\"content\":\"Launch invariant: admin authentication must fail closed when session verification, token parsing, or role lookup fails.\",\"day\":1,\"id\":\"auth-fail-closed\",\"salience\":1,\"tags\":[\"auth\",\"invariant\"],\"type\":\"procedural\"},{\"content\":\"The admin login button received a small visual polish pass with tighter spacing and calmer border colors.\",\"day\":25,\"id\":\"auth-css-polish\",\"salience\":0.25,\"tags\":[\"auth\",\"ui\"],\"type\":\"episodic\"},{\"content\":\"The booking calendar embed should remain the public availability source of truth.\",\"day\":26,\"id\":\"calendar-note\",\"salience\":0.78,\"tags\":[\"booking\"],\"type\":\"semantic\"}],\"id\":\"decay-vs-salience\",\"probes\":[{\"answerKeywords\":[\"fail\",\"closed\",\"session\",\"role\"],\"expected\":[\"auth-fail-closed\"],\"forbidden\":[\"auth-css-polish\"],\"id\":\"auth-invariant\",\"query\":\"What launch rule matters most for admin authentication failures?\",\"topK\":3}],\"tags\":[\"security\",\"launch\"],\"title\":\"Decay should not erase old high-salience constraints\"},{\"dimensions\":[\"context\",\"retrieval-aware\",\"semantic\"],\"events\":[{\"content\":\"Audrey release validation includes build, typecheck, benchmark gate, doctor, demo, pack dry-run, and host smoke coverage.\",\"context\":{\"project\":\"audrey\"},\"day\":3,\"id\":\"audrey-benchmark-gate\",\"salience\":0.86,\"tags\":[\"audrey\",\"release\"],\"type\":\"procedural\"},{\"content\":\"RepoPulse retrieval traces record pipeline_version, stage records, candidate chunk ids, and dense rerank boundaries.\",\"context\":{\"project\":\"repopulse\"},\"day\":3,\"id\":\"repopulse-trace-contract\",\"salience\":0.82,\"tags\":[\"repopulse\",\"trace\"],\"type\":\"semantic\"},{\"content\":\"TermiVibe first contact validation should cover config precedence, typed mode, no wake word mode, and telemetry 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+}

memorygym-before-after.svg ADDED Viewed

memorygym-before-tag-filter.json ADDED Viewed

	@@ -0,0 +1,1913 @@

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+  "gate": {
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+    "failures": []
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+}

memorygym-current-run.json CHANGED Viewed

@@ -1,6 +1,6 @@
 {
-  "runId": "mg-2026-05-01T04-19-26-779Z-17400-c54ca52e",
-  "generatedAt": "2026-05-01T04:19:26.858Z",
   "suite": {
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@@ -29,16 +29,16 @@
           "aborted": false,
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@@ -47,7 +47,7 @@
               "kind": "recall",
               "query": "Which collaboration environment should Maya use right now?",
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@@ -108,7 +108,7 @@
               "kind": "recall",
               "query": "How should Maya receive meeting preparation?",
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@@ -181,16 +181,16 @@
           "aborted": false,
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@@ -199,7 +199,7 @@
               "kind": "recall",
               "query": "What caused the checkout webhook incident?",
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@@ -271,7 +271,7 @@
               "kind": "recall",
               "query": "What should we do to stop Stripe checkout retries after webhook failures?",
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@@ -355,16 +355,16 @@
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@@ -373,7 +373,7 @@
               "kind": "recall",
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                 "kind": "recall",
                 "score": 0.7999999999999999,
@@ -445,16 +445,16 @@
           "aborted": false,
           "observeFailures": [],
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-            "avg": 0.01180000000000092,
-            "p50": 0.006800000000005468,
-            "p95": 0.02209999999999468,
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           "recallLatencyMs": {
-            "avg": 0.050850000000000506,
-            "p50": 0.04370000000000118,
-            "p95": 0.05799999999999983,
-            "max": 0.05799999999999983
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           "score": 0.6966666666666667,
           "probes": [
@@ -463,7 +463,7 @@
               "kind": "recall",
               "query": "Which project requires a benchmark gate and doctor check for release validation?",
               "requires": [],
-              "latencyMs": 0.05799999999999983,
               "scoring": {
                 "kind": "recall",
                 "score": 0.7066666666666667,
@@ -525,7 +525,7 @@
               "kind": "recall",
               "query": "Which memory mentions pipeline version and dense rerank trace boundaries?",
               "requires": [],
-              "latencyMs": 0.04370000000000118,
               "scoring": {
                 "kind": "recall",
                 "score": 0.6866666666666666,
@@ -595,16 +595,16 @@
         "contaminationPenalty": 0.4523809523809524,
         "skippedCount": 0,
         "observeLatencyMs": {
-          "avg": 0.035423437499999696,
-          "p50": 0.016799999999996373,
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         "recallLatencyMs": {
-          "avg": 0.09094285714285835,
-          "p50": 0.052300000000002456,
-          "p95": 0.34309999999999974,
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@@ -626,16 +626,16 @@
           "aborted": false,
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-            "avg": 0.01137499999999747,
-            "p50": 0.005599999999994054,
-            "p95": 0.02659999999999485,
-            "max": 0.02659999999999485
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           "recallLatencyMs": {
-            "avg": 0.11834999999999951,
-            "p50": 0.04899999999999949,
-            "p95": 0.18769999999999953,
-            "max": 0.18769999999999953
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           "score": 0.6948798210119062,
           "probes": [
@@ -644,7 +644,7 @@
               "kind": "recall",
               "query": "Which collaboration environment should Maya use right now?",
               "requires": [],
-              "latencyMs": 0.18769999999999953,
               "scoring": {
                 "kind": "recall",
                 "score": 0.7999999999999999,
@@ -711,7 +711,7 @@
               "kind": "recall",
               "query": "How should Maya receive meeting preparation?",
               "requires": [],
-              "latencyMs": 0.04899999999999949,
               "scoring": {
                 "kind": "recall",
                 "score": 0.5897596420238124,
@@ -790,16 +790,16 @@
           "aborted": false,
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-            "avg": 0.008000000000000895,
-            "p50": 0.006300000000003081,
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           "recallLatencyMs": {
-            "avg": 0.04814999999999614,
-            "p50": 0.0455999999999932,
-            "p95": 0.05069999999999908,
-            "max": 0.05069999999999908
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           "score": 0.7162178078594363,
           "probes": [
@@ -808,7 +808,7 @@
               "kind": "recall",
               "query": "What caused the checkout webhook incident?",
               "requires": [],
-              "latencyMs": 0.0455999999999932,
               "scoring": {
                 "kind": "recall",
                 "score": 0.6930929753571458,
@@ -888,7 +888,7 @@
               "kind": "recall",
               "query": "What should we do to stop Stripe checkout retries after webhook failures?",
               "requires": [],
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               "scoring": {
                 "kind": "recall",
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@@ -980,16 +980,16 @@
           "aborted": false,
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-            "avg": 0.00556666666666672,
-            "p50": 0.005400000000001626,
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-            "avg": 0.04450000000000642,
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@@ -998,7 +998,7 @@
               "kind": "recall",
               "query": "What launch rule matters most for admin authentication failures?",
               "requires": [],
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               "scoring": {
                 "kind": "recall",
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@@ -1076,16 +1076,16 @@
           "aborted": false,
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@@ -1094,7 +1094,7 @@
               "kind": "recall",
               "query": "Which project requires a benchmark gate and doctor check for release validation?",
               "requires": [],
-              "latencyMs": 0.30349999999999966,
               "scoring": {
                 "kind": "recall",
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@@ -1162,7 +1162,7 @@
               "kind": "recall",
               "query": "Which memory mentions pipeline version and dense rerank trace boundaries?",
               "requires": [],
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               "scoring": {
                 "kind": "recall",
                 "score": 0.6866666666666666,
@@ -1238,16 +1238,16 @@
         "contaminationPenalty": 0.4523809523809524,
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         "recallLatencyMs": {
-          "avg": 0.10137142857142781,
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@@ -1269,16 +1269,16 @@
           "aborted": false,
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@@ -1287,7 +1287,7 @@
               "kind": "recall",
               "query": "Which collaboration environment should Maya use right now?",
               "requires": [],
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               "scoring": {
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@@ -1319,7 +1319,7 @@
                     "confidence": 1,
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@@ -1331,7 +1331,7 @@
                     "confidence": 1,
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@@ -1343,7 +1343,7 @@
                     "confidence": 1,
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@@ -1353,7 +1353,7 @@
               "kind": "recall",
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                 "kind": "recall",
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@@ -1387,7 +1387,7 @@
                     "confidence": 1,
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@@ -1399,7 +1399,7 @@
                     "confidence": 1,
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@@ -1411,7 +1411,7 @@
                     "confidence": 1,
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@@ -1432,93 +1432,95 @@
           "aborted": false,
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             {
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                   "email-distractor"
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-                  "maya-workspace-current",
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               "recalls": [
                 {
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                 },
                 {
-                  "id": "email-distractor",
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                   "type": "episodic",
-                  "content": "Email delivery retries also increased that week because the sandbox SMTP account throttled newsletter tests.",
                   "diagnostics": {
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@@ -1528,28 +1530,29 @@
               "kind": "recall",
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                 "matched": [
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                   "email-distractor"
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                   "stripe-alert",
-                  "jonas-distractor-workspace",
                   "webhook-root-cause",
-                  "email-distractor"
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               },
               "recalls": [
@@ -1562,43 +1565,43 @@
                     "confidence": 1,
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-                    "createdAt": "2026-05-01T04:19:26.833Z"
-                  }
-                },
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-                  "id": "jonas-distractor-workspace",
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                   }
                 },
                 {
                   "id": "webhook-root-cause",
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                   "type": "episodic",
                   "content": "Root cause for the checkout incident was a rotated webhook secret missing from production environment variables.",
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                 {
                   "id": "email-distractor",
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@@ -1619,43 +1622,45 @@
           "aborted": false,
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               "query": "What launch rule matters most for admin authentication failures?",
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                   "auth-fail-closed"
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                 "returned": [
                   "calendar-note",
                   "auth-fail-closed",
-                  "webhook-fix"
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               "recalls": [
@@ -1668,7 +1673,7 @@
                     "confidence": 1,
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                   }
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                 {
@@ -1680,19 +1685,19 @@
                     "confidence": 1,
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-                    "createdAt": "2026-05-01T04:19:26.845Z"
                   }
                 },
                 {
-                  "id": "webhook-fix",
-                  "score": 0.08757268256611295,
                   "type": "episodic",
-                  "content": "The durable checkout fix is to rotate the Stripe webhook secret, update production env, redeploy, and replay failed events.",
                   "diagnostics": {
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@@ -1713,78 +1718,83 @@
           "aborted": false,
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               "id": "audrey-release-gate",
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               "recalls": [
                 {
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                 },
                 {
-                  "id": "auth-css-polish",
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                   "type": "episodic",
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@@ -1794,60 +1804,65 @@
               "kind": "recall",
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                 "returned": [
-                  "maya-pref-morning",
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               "recalls": [
                 {
-                  "id": "maya-pref-morning",
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                   "type": "episodic",
-                  "content": "Maya prefers morning async notes before any meeting-heavy work.",
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                 },
                 {
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                   "type": "episodic",
-                  "content": "The booking calendar embed should remain the public availability source of truth.",
                   "diagnostics": {
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@@ -1856,25 +1871,25 @@
         }
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@@ -1887,21 +1902,21 @@
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         "name": "hybrid",
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         "name": "audrey-http",
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     ]
   },

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+                  "content": "RepoPulse retrieval traces record pipeline_version, stage records, candidate chunk ids, and dense rerank boundaries.",
                   "diagnostics": {
                     "confidence": 1,
+                    "contextMatch": 1,
+                    "lexicalCoverage": 0.75,
+                    "createdAt": "2026-05-01T04:38:49.844Z"
                   }
                 },
                 {
+                  "id": "termivibe-first-contact",
+                  "score": -0.006179874473147922,
                   "type": "episodic",
+                  "content": "TermiVibe first contact validation should cover config precedence, typed mode, no wake word mode, and telemetry persistence.",
                   "diagnostics": {
+                    "confidence": 1,
+                    "contextMatch": 0.6666666666666666,
                     "lexicalCoverage": 0,
+                    "createdAt": "2026-05-01T04:38:49.845Z"
                   }
                 }
               ]
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+        "recall": 0.8571428571428571,
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         "observeLatencyMs": {
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         "recallLatencyMs": {
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+          "p95": 3.7935000000000088,
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     }
         "score": 0.7269410738845022,
         "hitRate": 1,
         "skippedCount": 0,
+        "p95RecallLatencyMs": 0.3680000000000021
       },
       {
         "name": "hybrid",
         "score": 0.7269410738845022,
         "hitRate": 1,
         "skippedCount": 0,
+        "p95RecallLatencyMs": 0.25030000000000285
       },
       {
         "name": "audrey-http",
+        "score": 0.5750664562770794,
+        "hitRate": 0.8571428571428571,
         "skippedCount": 0,
+        "p95RecallLatencyMs": 3.7935000000000088
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     ]
   },

memorygym-current-summary.json CHANGED Viewed

@@ -1,20 +1,32 @@
 {
-  "generatedAt": "2026-05-01T04:27:52.444Z",
-  "source": "B:/Projects/Claude/github-ideas/ideas/2026-04-27/memorygym/reports/audrey-current-core-http-2026-05-01.json",
-  "runId": "mg-2026-05-01T04-19-26-779Z-17400-c54ca52e",
-  "memoryGymGeneratedAt": "2026-05-01T04:19:26.858Z",
   "suite": "MemoryGym Core",
-  "scenarioCount": 4,
-  "probeKindCounts": {
-    "recall": 7
   },
-  "winner": "typed-semantic",
   "adapters": [
     {
       "name": "typed-semantic",
       "scorePercent": 72.7,
       "hitRatePercent": 100,
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       "precision": 0.34523809523809523,
       "recall": 1,
       "mrr": 0.7857142857142857,
@@ -25,7 +37,7 @@
       "name": "hybrid",
       "scorePercent": 72.7,
       "hitRatePercent": 100,
-      "p95RecallLatencyMs": 0.303,
       "precision": 0.34523809523809523,
       "recall": 1,
       "mrr": 0.7857142857142857,
@@ -34,27 +46,20 @@
     },
     {
       "name": "audrey-http",
-      "scorePercent": 34.3,
-      "hitRatePercent": 42.9,
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-    "hitRatePercent": 42.9,
-    "p95RecallLatencyMs": 3.739,
-    "failedProbeCount": 5,
-    "mainGaps": [
-      "Current-belief ranking failed: old workspace memory outranked current workspace update.",
-      "Cross-scenario contamination appeared because shared MemoryGym tags allowed unrelated memories into recall.",
-      "Context routing probes missed Audrey and RepoPulse project-specific memories.",
-      "Latency was acceptable; retrieval quality and isolation are the fix targets."
-    ]
-  },
-  "claimBoundary": "This is a current MemoryGym local benchmark artifact, not an official AMB, LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score."
 }

 {
+  "generatedAt": "2026-05-01T04:41:01.251Z",
+  "beforeRun": "mg-2026-05-01T04-19-26-779Z-17400-c54ca52e",
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   "suite": "MemoryGym Core",
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   "adapters": [
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       "mrr": 0.7857142857142857,
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       "mrr": 0.7857142857142857,
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     {
       "name": "audrey-http",
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   ],
+  "remainingGaps": [
+    "Current-belief ranking still fails: old workspace memory outranks the current workspace update.",
+    "Context routing now finds the expected Audrey/RepoPulse memories, but often ranks a project distractor first.",
+    "Contamination penalty remains high; next work should harden context-aware ranking and current-belief precedence."
+  ],
+  "claimBoundary": "This is a current MemoryGym local benchmark artifact after an Audrey patch, not an official AMB, LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score."
 }

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memorygym-p95-recall-latency.svg CHANGED Viewed

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