diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ea720d..82b9d24 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,13 +1,5 @@
 # @copilotkit/pathfinder
 
-## 1.15.3
-
-### Patch Changes
-
-- **Analytics view — "Empty Result Queries" excludes blocked rows**: rows the v1.15.2 abuse blocklist short-circuited (`blocked = true`) are filtered out of the "Empty Result Queries (Last 7 days)" table. Those queries never reached retrieval, so `result_count = 0` is a known by-design outcome — not a content gap. Previously they showed up alongside genuine empty-result rows because the SQL filtered on `result_count = 0` alone. The blocked-column predicate is `blocked = false`, which is safe for historical rows that predate the column (the schema declares `BOOLEAN NOT NULL DEFAULT FALSE`).
-- **New "Blocked Queries (Last 7 days)" panel on /analytics**: surfaces the rows the blocklist caught, grouped by `block_reason` with hit count, last-seen timestamp, and up to 5 sample queries per reason. Operators can now see the blocklist actively catching abuse instead of inferring it from the absence of off-topic rows in the empty-results table. The panel deliberately ignores tool/source/request-source filters — those carry no meaning for rows the blocklist short-circuited before retrieval — but does honor the same `days` window as the rest of the dashboard.
-- **Analytics timestamps render in Pacific time (DST-aware)**: every absolute timestamp on the /analytics operator-facing page now renders in `America/Los_Angeles` via `Intl.DateTimeFormat`, emitting e.g. `2026-06-17 09:40:32 PDT` (or `PST` in winter). The dashboard is operated from Pacific; UTC timestamps forced an in-head conversion on every read. Storage and URL contracts are unchanged — Postgres still stores `created_at TIMESTAMPTZ` in UTC, the server still computes windows in UTC, and the URL `from`/`to` contract is still a UTC calendar date. Only display flips.
-
 ## 1.15.2
 
 ### Patch Changes
diff --git a/docs/analytics.html b/docs/analytics.html
index 502d3e8..ce460dc 100644
--- a/docs/analytics.html
+++ b/docs/analytics.html
@@ -4,41 +4,19 @@
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>Pathfinder Analytics</title>
-    <link
-      rel="icon"
-      type="image/svg+xml"
-      href="data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 32 32'%3E%3Crect width='32' height='32' rx='6' fill='%230a0a0f'/%3E%3Cpolygon points='16,4 22,16 16,28 10,16' fill='none' stroke='%2300ccff' stroke-width='2.5' stroke-linejoin='round'/%3E%3C/svg%3E"
-    />
-    <meta
-      name="description"
-      content="Real-time analytics dashboard for your Pathfinder knowledge server."
-    />
-    <meta property="og:type" content="website" />
-    <meta
-      property="og:url"
-      content="https://pathfinder.copilotkit.dev/analytics"
-    />
-    <meta property="og:title" content="Pathfinder Analytics" />
-    <meta
-      property="og:description"
-      content="Real-time analytics dashboard for your Pathfinder knowledge server."
-    />
-    <meta
-      property="og:image"
-      content="https://pathfinder.copilotkit.dev/og-image.png"
-    />
-    <meta property="og:image:width" content="1200" />
-    <meta property="og:image:height" content="630" />
-    <meta name="twitter:card" content="summary_large_image" />
-    <meta name="twitter:title" content="Pathfinder Analytics" />
-    <meta
-      name="twitter:description"
-      content="Real-time analytics dashboard for your Pathfinder knowledge server."
-    />
-    <meta
-      name="twitter:image"
-      content="https://pathfinder.copilotkit.dev/og-image.png"
-    />
+    <link rel="icon" type="image/svg+xml" href="data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 32 32'%3E%3Crect width='32' height='32' rx='6' fill='%230a0a0f'/%3E%3Cpolygon points='16,4 22,16 16,28 10,16' fill='none' stroke='%2300ccff' stroke-width='2.5' stroke-linejoin='round'/%3E%3C/svg%3E">
+    <meta name="description" content="Real-time analytics dashboard for your Pathfinder knowledge server.">
+    <meta property="og:type" content="website">
+    <meta property="og:url" content="https://pathfinder.copilotkit.dev/analytics">
+    <meta property="og:title" content="Pathfinder Analytics">
+    <meta property="og:description" content="Real-time analytics dashboard for your Pathfinder knowledge server.">
+    <meta property="og:image" content="https://pathfinder.copilotkit.dev/og-image.png">
+    <meta property="og:image:width" content="1200">
+    <meta property="og:image:height" content="630">
+    <meta name="twitter:card" content="summary_large_image">
+    <meta name="twitter:title" content="Pathfinder Analytics">
+    <meta name="twitter:description" content="Real-time analytics dashboard for your Pathfinder knowledge server.">
+    <meta name="twitter:image" content="https://pathfinder.copilotkit.dev/og-image.png">
     <!-- Pin to an exact version (not the floating '@4' tag) so an upstream
          patch release can't silently change what this page executes. The
          integrity hash binds the execution to a specific bytes-on-disk
@@ -411,7 +389,7 @@
         border: 0;
       }
     </style>
-    <script src="/pixels.js" defer></script>
+  <script src="/pixels.js" defer></script>
   </head>
   <body>
     <h1>Pathfinder Analytics</h1>
@@ -430,9 +408,7 @@ <h2 id="dailyChartTitle">Queries per Day</h2>
         ></canvas>
         <span class="chart-caption">Click a bar to filter to that day</span>
         <table id="dailyChartTable" class="sr-only">
-          <caption>
-            Queries per day (data table for screen readers)
-          </caption>
+          <caption>Queries per day (data table for screen readers)</caption>
           <thead>
             <tr>
               <th scope="col">Day</th>
@@ -451,9 +427,7 @@ <h2 id="sourceChartTitle">Queries by Source</h2>
           aria-describedby="sourceChartTable"
         ></canvas>
         <table id="sourceChartTable" class="sr-only">
-          <caption>
-            Queries by source (data table for screen readers)
-          </caption>
+          <caption>Queries by source (data table for screen readers)</caption>
           <thead>
             <tr>
               <th scope="col">Source</th>
@@ -499,34 +473,6 @@ <h2 id="emptyQueriesTitle" style="margin-bottom: 12px">
       <tbody></tbody>
     </table>
 
-    <h2 id="blockedQueriesTitle" style="margin-bottom: 4px">
-      Blocked Queries &#x1F6E1;&#xFE0F;
-    </h2>
-    <p
-      id="blockedQueriesSubtitle"
-      style="
-        color: var(--text-secondary, #6b7280);
-        margin-top: 0;
-        margin-bottom: 12px;
-        font-size: 14px;
-      "
-    >
-      Off-topic queries short-circuited by the abuse blocklist before retrieval.
-      These are filtered out of "Empty Result Queries" above so blocked traffic
-      doesn't double-count as a real-user content gap.
-    </p>
-    <table id="blockedQueriesTable">
-      <thead>
-        <tr>
-          <th>Block Reason</th>
-          <th>Hits</th>
-          <th>Last Seen</th>
-          <th>Sample Queries</th>
-        </tr>
-      </thead>
-      <tbody></tbody>
-    </table>
-
     <div
       id="login"
       style="
@@ -754,27 +700,6 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
               last_seen: new Date(Date.now() - 3600 * 1000 * 8).toISOString(),
             },
           ],
-          "/api/analytics/blocked-queries": [
-            {
-              block_reason: "box-office",
-              hits: 142,
-              last_seen: new Date(Date.now() - 1800 * 1000).toISOString(),
-              sample_queries: [
-                "box office weekend",
-                "toy story 5 box office",
-                "weekend box office numbers",
-              ],
-            },
-            {
-              block_reason: "kalshi-scotus",
-              hits: 38,
-              last_seen: new Date(Date.now() - 3600 * 1000 * 2).toISOString(),
-              sample_queries: [
-                "cftc kalshi certiorari",
-                "scotus kalshi sports event contracts",
-              ],
-            },
-          ],
         };
 
         var originalFetch = window.fetch.bind(window);
@@ -879,78 +804,6 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
         timeZone: "UTC",
       });
 
-      // ----------------------------------------------------------------
-      // Operator-facing absolute timestamps render in Pacific time
-      // (America/Los_Angeles, DST-aware via Intl.DateTimeFormat) — never
-      // UTC. The dashboard is operated from Pacific; UTC timestamps were
-      // forcing every operator to convert in their head. This formatter
-      // emits e.g. "2026-06-17 09:40:32 PDT" / "2026-01-15 09:40:32 PST"
-      // depending on whether the instant falls in DST.
-      //
-      // SCOPE: display only. The storage layer still writes UTC
-      // (Postgres `created_at TIMESTAMPTZ`), the server still computes
-      // windows in UTC, and the URL `from`/`to` contract is still a UTC
-      // calendar date (see parseISODate / todayISO / tomorrowISO above,
-      // which retain their explicit `timeZone: "UTC"` / `Date.UTC`
-      // construction). Only the absolute-instant cells in the per-row
-      // tables flip to Pacific.
-      // ----------------------------------------------------------------
-      var ANALYTICS_TZ = "America/Los_Angeles";
-      var analyticsTimeFmt = new Intl.DateTimeFormat("en-US", {
-        timeZone: ANALYTICS_TZ,
-        year: "numeric",
-        month: "2-digit",
-        day: "2-digit",
-        hour: "2-digit",
-        minute: "2-digit",
-        second: "2-digit",
-        hour12: false,
-        timeZoneName: "short",
-      });
-
-      /**
-       * Format a Date / ISO string / epoch ms for the /analytics
-       * operator-facing page. Pacific time, DST-aware. Returns an em-dash
-       * for missing / non-finite inputs so a malformed last_seen never
-       * renders the literal "Invalid Date" string.
-       *
-       * Output shape: "YYYY-MM-DD HH:MM:SS PDT" (or PST).
-       */
-      function formatAnalyticsTimestamp(value) {
-        if (value === null || value === undefined || value === "") {
-          return "—";
-        }
-        var d = value instanceof Date ? value : new Date(value);
-        if (!Number.isFinite(d.getTime())) return "—";
-        var parts = analyticsTimeFmt.formatToParts(d);
-        var get = function (type) {
-          for (var i = 0; i < parts.length; i++) {
-            if (parts[i].type === type) return parts[i].value;
-          }
-          return "";
-        };
-        // Intl en-US under hour12:false emits hour "24" for midnight on
-        // some engines. Normalize to "00" so the output is unambiguously
-        // ISO-shaped HH:MM:SS.
-        var hour = get("hour");
-        if (hour === "24") hour = "00";
-        return (
-          get("year") +
-          "-" +
-          get("month") +
-          "-" +
-          get("day") +
-          " " +
-          hour +
-          ":" +
-          get("minute") +
-          ":" +
-          get("second") +
-          " " +
-          get("timeZoneName")
-        );
-      }
-
       function parseISODate(s) {
         // Parse YYYY-MM-DD as a UTC-noon Date. UTC (not local) so the
         // resulting Date is frame-aligned with todayISO() — both use UTC
@@ -997,7 +850,11 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
       function tomorrowISO() {
         var d = new Date();
         var t = new Date(
-          Date.UTC(d.getUTCFullYear(), d.getUTCMonth(), d.getUTCDate() + 1),
+          Date.UTC(
+            d.getUTCFullYear(),
+            d.getUTCMonth(),
+            d.getUTCDate() + 1,
+          ),
         );
         var y = t.getUTCFullYear();
         var m = String(t.getUTCMonth() + 1).padStart(2, "0");
@@ -1110,9 +967,7 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
         }
         var qs = params.toString();
         var newUrl =
-          window.location.pathname +
-          (qs ? "?" + qs : "") +
-          window.location.hash;
+          window.location.pathname + (qs ? "?" + qs : "") + window.location.hash;
         window.history.replaceState(null, "", newUrl);
       }
 
@@ -1681,7 +1536,9 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
             var f = (
               document.getElementById("dateFromInput").value || ""
             ).trim();
-            var t = (document.getElementById("dateToInput").value || "").trim();
+            var t = (
+              document.getElementById("dateToInput").value || ""
+            ).trim();
             if (
               !/^\d{4}-\d{2}-\d{2}$/.test(f) ||
               !/^\d{4}-\d{2}-\d{2}$/.test(t)
@@ -1690,10 +1547,10 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
                 dateErr.textContent = "Dates must be YYYY-MM-DD format";
                 dateErr.style.display = "block";
               }
-              console.warn("[analytics] dateApply rejected malformed input", {
-                from: f,
-                to: t,
-              });
+              console.warn(
+                "[analytics] dateApply rejected malformed input",
+                { from: f, to: t },
+              );
               return;
             }
             if (dateErr) {
@@ -1718,10 +1575,10 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
                 dateErr.textContent = "End date cannot be in the future.";
                 dateErr.style.display = "block";
               }
-              console.warn("[analytics] dateApply rejected future range", {
-                from: f,
-                to: t,
-              });
+              console.warn(
+                "[analytics] dateApply rejected future range",
+                { from: f, to: t },
+              );
               return;
             }
             activeFrom = f;
@@ -1789,18 +1646,6 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
             "/api/analytics/summary" + (fp ? "?" + fp.replace(/^&/, "") : "");
           var queriesUrl = "/api/analytics/queries?limit=50" + fp;
           var emptyUrl = "/api/analytics/empty-queries?limit=50" + fp;
-          // Blocked-queries panel intentionally does NOT take filter
-          // params: the rows it surfaces were short-circuited BEFORE
-          // retrieval, so tool/source/request-source carry no meaning. It
-          // still passes the same `days` window as everything else (read
-          // out of the parsed-filter `days` param when present, else
-          // server default).
-          var daysParam = "";
-          if (fp) {
-            var m = /[?&]days=([^&]+)/.exec(fp);
-            if (m) daysParam = "?days=" + m[1];
-          }
-          var blockedUrl = "/api/analytics/blocked-queries" + daysParam;
           // Same '?' / leading-'&' handling as summary above.
           var toolCountsUrl =
             "/api/analytics/tool-counts" +
@@ -1810,14 +1655,12 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
             fetchJson(queriesUrl, gen),
             fetchJson(emptyUrl, gen),
             fetchJson(toolCountsUrl, gen),
-            fetchJson(blockedUrl, gen),
           ]);
           if (gen !== loadGeneration) return; // stale response — abort
           var summary = results[0];
           var topQueries = results[1];
           var emptyQueries = results[2];
           var toolCounts = results[3];
-          var blockedQueries = results[4];
 
           // Clear any previous error
           document.getElementById("error").style.display = "none";
@@ -2052,7 +1895,9 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
           // (#dailyChartTable). Canvas elements are opaque to assistive tech
           // and HTML scrapers; the sr-only table gives both consumers the
           // same numbers the visible bars encode.
-          var dailyTableBody = document.querySelector("#dailyChartTable tbody");
+          var dailyTableBody = document.querySelector(
+            "#dailyChartTable tbody",
+          );
           if (dailyTableBody) {
             dailyTableBody.innerHTML =
               perDayArr
@@ -2065,7 +1910,7 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
                     "</td></tr>"
                   );
                 })
-                .join("") || '<tr><td colspan="2">No data</td></tr>';
+                .join("") || "<tr><td colspan=\"2\">No data</td></tr>";
           }
 
           // Source chart - destroy previous instance
@@ -2123,7 +1968,7 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
                     "</td></tr>"
                   );
                 })
-                .join("") || '<tr><td colspan="2">No data</td></tr>';
+                .join("") || "<tr><td colspan=\"2\">No data</td></tr>";
           }
 
           // Top queries table (now with Tool column)
@@ -2163,16 +2008,26 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
             asArray(emptyQueries)
               .map(function (q) {
                 // Guard against missing / non-parseable last_seen values.
-                // `formatAnalyticsTimestamp` already handles null /
-                // undefined / "Invalid Date" gracefully (returns "\u2014"), so
-                // we don't repeat the guard here.
+                // `new Date(undefined).toLocaleString()` yields the literal
+                // string "Invalid Date", which would be rendered raw and
+                // looks like a bug. Fall back to an em dash instead, and
+                // route the result through esc() on interpolation.
                 //
-                // Renders Pacific time (America/Los_Angeles, DST-aware)
-                // rather than UTC \u2014 the dashboard is operated from
-                // Pacific. Storage and URL contracts remain UTC; only the
-                // display flips. See the formatAnalyticsTimestamp JSDoc
-                // for full scope and rationale.
-                var lastSeenStr = formatAnalyticsTimestamp(q.last_seen);
+                // Render as ISO-8601 in UTC (e.g. "2026-04-29 06:10:04 UTC")
+                // rather than the browser locale's mixed month-first / 12h
+                // format. The dashboard is internal and read across
+                // timezones; an explicit, sortable, timezone-labelled
+                // timestamp avoids ambiguity. Trim ISO milliseconds and the
+                // "T"/"Z" separators for readability while keeping it
+                // unambiguously parseable.
+                var lastSeenRaw = q.last_seen ? new Date(q.last_seen) : null;
+                var lastSeenStr =
+                  lastSeenRaw && Number.isFinite(lastSeenRaw.getTime())
+                    ? lastSeenRaw
+                        .toISOString()
+                        .replace("T", " ")
+                        .replace(/\.\d{3}Z$/, " UTC")
+                    : "\u2014";
                 return (
                   '<tr class="empty"><td>' +
                   esc(q.query_text) +
@@ -2189,60 +2044,6 @@ <h2 style="margin-bottom: 16px; font-size: 1.2rem">Analytics Token</h2>
               })
               .join("") ||
             '<tr><td colspan="5">No empty-result queries.</td></tr>';
-
-          // Blocked queries title — append window label so it tracks the
-          // same window as Top Queries / Empty Queries.
-          var blockedTitle = document.getElementById("blockedQueriesTitle");
-          if (blockedTitle) {
-            // Replace the entire title text + the trailing shield glyph,
-            // using a real span node so we don't have to manually escape
-            // anything in winLabel.
-            blockedTitle.textContent = "Blocked Queries (" + winLabel + ") ";
-            var shield = document.createElement("span");
-            shield.textContent = "🛡️";
-            blockedTitle.appendChild(shield);
-          }
-
-          // Blocked queries table. Each row is one block_reason bucket
-          // with hits, last_seen (Pacific via formatAnalyticsTimestamp),
-          // and up to 5 sample queries joined by " · " for compactness.
-          var blockedBody = document.querySelector(
-            "#blockedQueriesTable tbody",
-          );
-          if (blockedBody) {
-            blockedBody.innerHTML =
-              asArray(blockedQueries)
-                .map(function (b) {
-                  var samples = Array.isArray(b.sample_queries)
-                    ? b.sample_queries
-                    : [];
-                  // Truncate each sample to ~80 chars so a single
-                  // long-tail query can't blow up the column width;
-                  // join with " · " so the cell stays readable. esc()
-                  // each fragment individually before concatenation.
-                  var samplesHtml =
-                    samples
-                      .map(function (s) {
-                        var text = String(s);
-                        if (text.length > 80) text = text.slice(0, 77) + "…";
-                        return esc(text);
-                      })
-                      .join(" · ") || "—";
-                  return (
-                    "<tr><td>" +
-                    esc(b.block_reason) +
-                    "</td><td>" +
-                    esc(safeNumber(b.hits).toLocaleString()) +
-                    "</td><td>" +
-                    esc(formatAnalyticsTimestamp(b.last_seen)) +
-                    "</td><td>" +
-                    samplesHtml +
-                    "</td></tr>"
-                  );
-                })
-                .join("") ||
-              '<tr><td colspan="4">No blocked queries in this window.</td></tr>';
-          }
         } catch (err) {
           // Stale-response guard also applies to failures: a slow old
           // request that rejects after a newer load() has already
diff --git a/package.json b/package.json
index 4e6a861..175a1d4 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@copilotkit/pathfinder",
-  "version": "1.15.3",
+  "version": "1.15.2",
   "description": "The knowledge server for AI agents — index docs, code, Notion, Slack, and Discord into searchable, agent-accessible knowledge via MCP. Supports OpenAI, Ollama, and local transformers.js embeddings.",
   "type": "module",
   "repository": {
diff --git a/src/__tests__/analytics-auth-length-check.test.ts b/src/__tests__/analytics-auth-length-check.test.ts
index b7d7824..51aacdc 100644
--- a/src/__tests__/analytics-auth-length-check.test.ts
+++ b/src/__tests__/analytics-auth-length-check.test.ts
@@ -19,7 +19,6 @@ vi.mock("../db/analytics.js", () => ({
   getAnalyticsSummary: vi.fn(),
   getTopQueries: vi.fn(),
   getEmptyQueries: vi.fn(),
-  getBlockedQueries: vi.fn(),
   getToolCounts: vi.fn(),
 }));
 
@@ -80,7 +79,6 @@ describe("analyticsAuth length-check early return (R4-18)", () => {
       getAnalyticsSummary: async () => ({ total: 0 }) as never,
       getTopQueries: async () => [],
       getEmptyQueries: async () => [],
-      getBlockedQueries: async () => [],
       getToolCounts: async () => [],
     });
     server = http.createServer(app);
diff --git a/src/__tests__/analytics-error-log-ip.test.ts b/src/__tests__/analytics-error-log-ip.test.ts
index be1bb88..bb19a98 100644
--- a/src/__tests__/analytics-error-log-ip.test.ts
+++ b/src/__tests__/analytics-error-log-ip.test.ts
@@ -13,7 +13,6 @@ vi.mock("../db/analytics.js", () => ({
   getAnalyticsSummary: vi.fn(),
   getTopQueries: vi.fn(),
   getEmptyQueries: vi.fn(),
-  getBlockedQueries: vi.fn(),
   getToolCounts: vi.fn(),
 }));
 
@@ -48,9 +47,6 @@ function buildApp() {
     getEmptyQueries: async () => {
       throw new Error("db boom");
     },
-    getBlockedQueries: async () => {
-      throw new Error("db boom");
-    },
     getToolCounts: async () => {
       throw new Error("db boom");
     },
diff --git a/src/__tests__/analytics-sendfile-correlation.test.ts b/src/__tests__/analytics-sendfile-correlation.test.ts
index 6ddb59e..20fbe41 100644
--- a/src/__tests__/analytics-sendfile-correlation.test.ts
+++ b/src/__tests__/analytics-sendfile-correlation.test.ts
@@ -17,7 +17,6 @@ vi.mock("../db/analytics.js", () => ({
   getAnalyticsSummary: vi.fn(),
   getTopQueries: vi.fn(),
   getEmptyQueries: vi.fn(),
-  getBlockedQueries: vi.fn(),
   getToolCounts: vi.fn(),
 }));
 
diff --git a/src/__tests__/analytics-server.test.ts b/src/__tests__/analytics-server.test.ts
index af9cd82..7bd239e 100644
--- a/src/__tests__/analytics-server.test.ts
+++ b/src/__tests__/analytics-server.test.ts
@@ -6,14 +6,12 @@ import path from "node:path";
 const mockGetAnalyticsSummary = vi.fn();
 const mockGetTopQueries = vi.fn();
 const mockGetEmptyQueries = vi.fn();
-const mockGetBlockedQueries = vi.fn();
 const mockGetToolCounts = vi.fn();
 
 vi.mock("../db/analytics.js", () => ({
   getAnalyticsSummary: (...args: unknown[]) => mockGetAnalyticsSummary(...args),
   getTopQueries: (...args: unknown[]) => mockGetTopQueries(...args),
   getEmptyQueries: (...args: unknown[]) => mockGetEmptyQueries(...args),
-  getBlockedQueries: (...args: unknown[]) => mockGetBlockedQueries(...args),
   getToolCounts: (...args: unknown[]) => mockGetToolCounts(...args),
 }));
 
@@ -84,8 +82,6 @@ function buildTestApp() {
       mockGetTopQueries(...args),
     getEmptyQueries: (...args: Parameters<typeof mockGetEmptyQueries>) =>
       mockGetEmptyQueries(...args),
-    getBlockedQueries: (...args: Parameters<typeof mockGetBlockedQueries>) =>
-      mockGetBlockedQueries(...args),
     getToolCounts: (...args: Parameters<typeof mockGetToolCounts>) =>
       mockGetToolCounts(...args),
     analyticsHtmlPath,
@@ -370,86 +366,6 @@ describe("Analytics server routes (HTTP-level)", () => {
     });
   });
 
-  // ---- /api/analytics/blocked-queries (v1.15.3) ----------------------------
-
-  describe("GET /api/analytics/blocked-queries (v1.15.3)", () => {
-    it("returns blocked-row groups with a valid token", async () => {
-      mockGetAnalyticsConfigFn.mockReturnValue({
-        enabled: true,
-        log_queries: true,
-        retention_days: 90,
-        token: "secret",
-      });
-      mockGetBlockedQueries.mockResolvedValue([
-        {
-          block_reason: "box-office",
-          hits: 142,
-          last_seen: "2026-06-17T16:40:32.000Z",
-          sample_queries: ["box office weekend"],
-        },
-      ]);
-
-      await startApp();
-      const res = await request(
-        server,
-        "GET",
-        "/api/analytics/blocked-queries?days=7",
-        { Authorization: "Bearer secret" },
-      );
-
-      expect(res.status).toBe(200);
-      const body = JSON.parse(res.body);
-      expect(Array.isArray(body)).toBe(true);
-      expect(body[0].block_reason).toBe("box-office");
-      expect(body[0].hits).toBe(142);
-      // The route forwards the parsed days value to the DB call.
-      expect(mockGetBlockedQueries).toHaveBeenCalledWith(7);
-    });
-
-    it("returns 401 without a token", async () => {
-      mockGetAnalyticsConfigFn.mockReturnValue({
-        enabled: true,
-        log_queries: true,
-        retention_days: 90,
-        token: "secret",
-      });
-
-      await startApp();
-      const res = await request(
-        server,
-        "GET",
-        "/api/analytics/blocked-queries",
-      );
-      expect(res.status).toBe(401);
-    });
-
-    it("returns 500 with a clean error envelope when the DB call rejects", async () => {
-      mockGetAnalyticsConfigFn.mockReturnValue({
-        enabled: true,
-        log_queries: true,
-        retention_days: 90,
-        token: "secret",
-      });
-      mockGetBlockedQueries.mockRejectedValue(new Error("boom"));
-      const consoleErrSpy = vi
-        .spyOn(console, "error")
-        .mockImplementation(() => {});
-
-      await startApp();
-      const res = await request(
-        server,
-        "GET",
-        "/api/analytics/blocked-queries",
-        { Authorization: "Bearer secret" },
-      );
-
-      expect(res.status).toBe(500);
-      const body = JSON.parse(res.body);
-      expect(body.error).toBe("Failed to fetch blocked queries");
-      consoleErrSpy.mockRestore();
-    });
-  });
-
   // ---- Auto-generated token via HTTP ---------------------------------------
 
   describe("auto-generated token (HTTP-level)", () => {
diff --git a/src/__tests__/analytics-ui.test.ts b/src/__tests__/analytics-ui.test.ts
index 85dda58..59d5119 100644
--- a/src/__tests__/analytics-ui.test.ts
+++ b/src/__tests__/analytics-ui.test.ts
@@ -281,7 +281,6 @@ describe("analytics dashboard UI — date preset wiring", () => {
       },
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls, chartInstances } = await loadDashboard(endpoints);
@@ -387,7 +386,6 @@ describe("analytics dashboard UI — date preset wiring", () => {
         "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
         "/api/analytics/queries": () => [],
         "/api/analytics/empty-queries": () => [],
-        "/api/analytics/blocked-queries": () => [],
       };
 
       const { dom, calls } = await loadDashboard(endpoints);
@@ -476,7 +474,6 @@ describe("analytics dashboard UI — date preset wiring", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls } = await loadDashboard(endpoints);
@@ -545,7 +542,6 @@ describe("analytics dashboard UI — dynamic window labels", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
   }
 
@@ -701,7 +697,6 @@ describe("analytics dashboard UI — daily bar click drills down", () => {
         "/api/analytics/tool-counts": () => canned(3, 500).toolCounts,
         "/api/analytics/queries": () => [],
         "/api/analytics/empty-queries": () => [],
-        "/api/analytics/blocked-queries": () => [],
       };
 
       const { dom, calls, chartInstances } = await loadDashboard(endpoints);
@@ -765,7 +760,6 @@ describe("analytics dashboard UI — custom-range apply", () => {
       "/api/analytics/tool-counts": () => canned(3, 100).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls } = await loadDashboard(endpoints);
@@ -833,178 +827,6 @@ describe("analytics dashboard UI — custom-range apply", () => {
   });
 });
 
-describe("analytics dashboard UI — Pacific timestamps (v1.15.3)", () => {
-  afterEach(() => {
-    vi.restoreAllMocks();
-  });
-
-  it("renders Empty Queries last_seen in Pacific time with PDT/PST marker, not UTC", async () => {
-    // Two instants — one in DST (June, PDT = UTC-7) and one in standard
-    // (January, PST = UTC-8) — verify the formatter picks the right
-    // marker for each.
-    const dstInstant = "2026-06-17T16:40:32.000Z"; // 09:40:32 PDT
-    const stdInstant = "2026-01-15T17:40:32.000Z"; // 09:40:32 PST
-
-    const endpoints = {
-      "/api/analytics/auth-mode": () => ({ dev: true }),
-      "/api/analytics/summary": () => canned(7, 0).summary,
-      "/api/analytics/tool-counts": () => [],
-      "/api/analytics/queries": () => [],
-      "/api/analytics/empty-queries": () => [
-        {
-          query_text: "summer-query",
-          tool_name: "search-docs",
-          source_name: "docs",
-          count: 1,
-          last_seen: dstInstant,
-        },
-        {
-          query_text: "winter-query",
-          tool_name: "search-docs",
-          source_name: "docs",
-          count: 1,
-          last_seen: stdInstant,
-        },
-      ],
-      "/api/analytics/blocked-queries": () => [],
-    };
-
-    const { dom } = await loadDashboard(endpoints);
-    const rows = Array.from(
-      dom.window.document.querySelectorAll("#emptyQueriesTable tbody tr"),
-    );
-    expect(rows.length).toBe(2);
-
-    const cells = rows.map((r) =>
-      Array.from(r.querySelectorAll("td")).map((c) => c.textContent ?? ""),
-    );
-    // Row order matches the array we sent (count is the same, server
-    // doesn't re-sort here — the client renders what it receives).
-    // PDT row (June 17, 09:40:32 PDT — UTC-7).
-    expect(cells[0][4]).toContain("PDT");
-    expect(cells[0][4]).toContain("2026-06-17");
-    expect(cells[0][4]).toContain("09:40:32");
-    expect(cells[0][4]).not.toContain("UTC");
-    // PST row (Jan 15, 09:40:32 PST — UTC-8).
-    expect(cells[1][4]).toContain("PST");
-    expect(cells[1][4]).toContain("2026-01-15");
-    expect(cells[1][4]).toContain("09:40:32");
-    expect(cells[1][4]).not.toContain("UTC");
-  });
-
-  it("renders an em-dash for missing / non-parseable last_seen instead of 'Invalid Date'", async () => {
-    const endpoints = {
-      "/api/analytics/auth-mode": () => ({ dev: true }),
-      "/api/analytics/summary": () => canned(7, 0).summary,
-      "/api/analytics/tool-counts": () => [],
-      "/api/analytics/queries": () => [],
-      "/api/analytics/empty-queries": () => [
-        {
-          query_text: "q1",
-          tool_name: "t",
-          source_name: "s",
-          count: 1,
-          last_seen: null,
-        },
-        {
-          query_text: "q2",
-          tool_name: "t",
-          source_name: "s",
-          count: 1,
-          last_seen: "not-a-date",
-        },
-      ],
-      "/api/analytics/blocked-queries": () => [],
-    };
-
-    const { dom } = await loadDashboard(endpoints);
-    const rows = Array.from(
-      dom.window.document.querySelectorAll("#emptyQueriesTable tbody tr"),
-    );
-    expect(rows.length).toBe(2);
-    const lastSeenCells = rows.map(
-      (r) => r.querySelectorAll("td")[4]?.textContent ?? "",
-    );
-    // Both should render the em-dash, not "Invalid Date".
-    expect(lastSeenCells[0]).toBe("—");
-    expect(lastSeenCells[1]).toBe("—");
-  });
-});
-
-describe("analytics dashboard UI — Blocked Queries panel (v1.15.3)", () => {
-  afterEach(() => {
-    vi.restoreAllMocks();
-  });
-
-  it("fetches /api/analytics/blocked-queries on load and renders one row per block_reason", async () => {
-    const endpoints = {
-      "/api/analytics/auth-mode": () => ({ dev: true }),
-      "/api/analytics/summary": () => canned(7, 0).summary,
-      "/api/analytics/tool-counts": () => [],
-      "/api/analytics/queries": () => [],
-      "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [
-        {
-          block_reason: "box-office",
-          hits: 142,
-          last_seen: "2026-06-17T16:40:32.000Z",
-          sample_queries: ["box office weekend", "toy story 5 box office"],
-        },
-        {
-          block_reason: "kalshi-scotus",
-          hits: 5,
-          last_seen: "2026-06-17T05:00:00.000Z",
-          sample_queries: ["cftc kalshi certiorari"],
-        },
-      ],
-    };
-
-    const { dom, calls } = await loadDashboard(endpoints);
-
-    // The endpoint must have been called.
-    expect(
-      calls.some((u) => u.startsWith("/api/analytics/blocked-queries")),
-    ).toBe(true);
-
-    // The panel must exist and have two body rows.
-    const rows = Array.from(
-      dom.window.document.querySelectorAll("#blockedQueriesTable tbody tr"),
-    );
-    expect(rows.length).toBe(2);
-
-    const firstCells = Array.from(rows[0].querySelectorAll("td")).map(
-      (c) => c.textContent ?? "",
-    );
-    expect(firstCells[0]).toBe("box-office");
-    expect(firstCells[1]).toBe("142");
-    // Pacific time marker for the rendered last_seen.
-    expect(firstCells[2]).toContain("PDT");
-    expect(firstCells[2]).not.toContain("UTC");
-    // Sample queries joined by " · ".
-    expect(firstCells[3]).toContain("box office weekend");
-    expect(firstCells[3]).toContain("toy story 5 box office");
-    expect(firstCells[3]).toContain("·");
-  });
-
-  it("renders an explanatory 'No blocked queries' row when the panel is empty", async () => {
-    const endpoints = {
-      "/api/analytics/auth-mode": () => ({ dev: true }),
-      "/api/analytics/summary": () => canned(7, 0).summary,
-      "/api/analytics/tool-counts": () => [],
-      "/api/analytics/queries": () => [],
-      "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
-    };
-
-    const { dom } = await loadDashboard(endpoints);
-    const rows = Array.from(
-      dom.window.document.querySelectorAll("#blockedQueriesTable tbody tr"),
-    );
-    expect(rows.length).toBe(1);
-    expect(rows[0].textContent).toContain("No blocked queries");
-  });
-});
-
 describe("analytics dashboard UI — HTML escaping", () => {
   afterEach(() => {
     vi.restoreAllMocks();
@@ -1034,7 +856,6 @@ describe("analytics dashboard UI — HTML escaping", () => {
       "/api/analytics/tool-counts": () => [],
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom } = await loadDashboard(endpoints);
@@ -1120,7 +941,6 @@ describe("analytics dashboard UI — unfilteredSourcesCache", () => {
       ],
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
   }
 
@@ -1257,7 +1077,6 @@ describe("analytics dashboard UI — loadGeneration race guard", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom } = await loadDashboard(endpoints);
@@ -1326,7 +1145,6 @@ describe("analytics dashboard UI — error banner", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
     // Swallow the [analytics] load() console.error — it's intentional and
     // the test assertion lives on the banner, not on the log.
@@ -1359,7 +1177,6 @@ describe("analytics dashboard UI — error banner", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
     const errSpy = vi.spyOn(console, "error").mockImplementation(() => {});
     const { dom } = await loadDashboard(endpoints);
@@ -1401,7 +1218,6 @@ describe("analytics dashboard UI — error banner", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
     // Swallow the intentional console.error from load()'s catch + the
     // fetchJson parse-fail log, since the test assertion lives on the
@@ -1431,7 +1247,6 @@ describe("analytics dashboard UI — error banner", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
     const errSpy = vi.spyOn(console, "error").mockImplementation(() => {});
     const { dom } = await loadDashboard(endpoints);
@@ -1459,7 +1274,6 @@ describe("analytics dashboard UI — error banner", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
     const errSpy = vi.spyOn(console, "error").mockImplementation(() => {});
     const { dom } = await loadDashboard(endpoints);
@@ -1496,7 +1310,6 @@ describe("analytics dashboard UI — fetchJson 401/403 auth failure", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
     // Prime sessionStorage with a stale token BEFORE the page loads so the
     // dashboard picks it up as TOKEN at init time. We need to seed the
@@ -1584,7 +1397,6 @@ describe("analytics dashboard UI — custom-range invalid input", () => {
       "/api/analytics/tool-counts": () => canned(3, 500).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls } = await loadDashboard(endpoints);
@@ -1797,7 +1609,6 @@ describe("analytics dashboard UI — p95 sampled badge", () => {
       "/api/analytics/tool-counts": () => [],
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom } = await loadDashboard(endpoints);
@@ -1825,7 +1636,6 @@ describe("analytics dashboard UI — p95 sampled badge", () => {
       "/api/analytics/tool-counts": () => [],
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom } = await loadDashboard(endpoints);
@@ -1858,7 +1668,6 @@ describe("analytics dashboard UI — Today preset exclusive highlight", () => {
       "/api/analytics/tool-counts": () => canned(1, 500).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom } = await loadDashboard(endpoints);
@@ -1920,7 +1729,6 @@ describe("analytics dashboard UI — daily chart drill-down malformed-day reject
       "/api/analytics/tool-counts": () => canned(3, 500).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls, chartInstances } = await loadDashboard(endpoints);
@@ -1987,7 +1795,6 @@ describe("analytics dashboard UI — custom-range backwards swap", () => {
       "/api/analytics/tool-counts": () => canned(3, 100).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls } = await loadDashboard(endpoints);
@@ -2095,7 +1902,6 @@ describe("analytics dashboard UI — fetchJson stale-401 generation guard", () =
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     // Inline the loadDashboard dance so we can seed sessionStorage + prime
@@ -2249,7 +2055,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls } = await loadDashboardAtUrl(
@@ -2280,7 +2085,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, calls } = await loadDashboardAtUrl(
@@ -2314,7 +2118,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win } = await loadDashboardAtUrl(
@@ -2368,7 +2171,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win } = await loadDashboardAtUrl(
@@ -2424,7 +2226,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { calls } = await loadDashboardAtUrl(
@@ -2455,7 +2256,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
         "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
         "/api/analytics/queries": () => [],
         "/api/analytics/empty-queries": () => [],
-        "/api/analytics/blocked-queries": () => [],
       };
 
       const { calls } = await loadDashboardAtUrl(
@@ -2479,7 +2279,6 @@ describe("analytics dashboard UI — URL-persisted time window", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { calls } = await loadDashboardAtUrl(
@@ -2636,7 +2435,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(3, 500).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win, chartInstances } = await loadDashboardAtUrl(
@@ -2697,7 +2495,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { win } = await loadDashboardAtUrl(
@@ -2722,7 +2519,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { win } = await loadDashboardAtUrl(
@@ -2749,7 +2545,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win } = await loadDashboardAtUrl(
@@ -2778,7 +2573,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win, calls } = await loadDashboardAtUrl(
@@ -2861,7 +2655,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win, calls } = await loadDashboardAtUrl(
@@ -2941,7 +2734,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     // Tokyo early-morning scenario: UTC today is 2026-04-20, but the user's
@@ -2974,7 +2766,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     const { dom, win, calls } = await loadDashboardAtUrl(
@@ -3057,7 +2848,6 @@ describe("analytics dashboard UI — URL persistence parity", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
 
     // URL deep-link path: today+2 is unambiguously future-future and must
@@ -3168,7 +2958,6 @@ describe("analytics dashboard UI — data availability label", () => {
       "/api/analytics/tool-counts": () => canned(1, 0).toolCounts,
       "/api/analytics/queries": () => [],
       "/api/analytics/empty-queries": () => [],
-      "/api/analytics/blocked-queries": () => [],
     };
   }
 
diff --git a/src/__tests__/analytics.test.ts b/src/__tests__/analytics.test.ts
index 96910ed..a1fb995 100644
--- a/src/__tests__/analytics.test.ts
+++ b/src/__tests__/analytics.test.ts
@@ -11,7 +11,6 @@ import {
   getAnalyticsSummary,
   getTopQueries,
   getEmptyQueries,
-  getBlockedQueries,
   getToolCounts,
   cleanupOldQueryLogs,
   REDACTED_QUERY_TEXT,
@@ -754,105 +753,6 @@ describe("getEmptyQueries edge cases", () => {
   });
 });
 
-// ---------------------------------------------------------------------------
-// getEmptyQueries — excludes blocked rows (v1.15.3)
-// ---------------------------------------------------------------------------
-
-describe("getEmptyQueries blocked-exclusion", () => {
-  it("filters on blocked = false in the WHERE clause", async () => {
-    mockQuery.mockResolvedValueOnce({ rows: [] });
-    await getEmptyQueries();
-
-    const [sql] = mockQuery.mock.calls[0];
-    // Must AND with blocked = false so blocked-and-empty rows don't
-    // double-count in the "real users searched and found nothing" view.
-    expect(sql).toContain("blocked = false");
-    // Sanity: must still gate on result_count = 0 (the original filter
-    // isn't replaced — it's intersected with blocked = false).
-    expect(sql).toContain("result_count = 0");
-  });
-});
-
-// ---------------------------------------------------------------------------
-// getBlockedQueries
-// ---------------------------------------------------------------------------
-
-describe("getBlockedQueries", () => {
-  it("returns blocked-rows grouped by block_reason", async () => {
-    mockQuery.mockResolvedValueOnce({
-      rows: [
-        {
-          block_reason: "box-office",
-          hits: 42,
-          last_seen: "2026-06-17T10:00:00Z",
-          sample_queries: ["box office weekend", "toy story 5 box office"],
-        },
-        {
-          block_reason: "kalshi-scotus",
-          hits: 5,
-          last_seen: "2026-06-17T05:00:00Z",
-          sample_queries: ["cftc kalshi certiorari"],
-        },
-      ],
-    });
-
-    const result = await getBlockedQueries(7);
-
-    expect(result).toHaveLength(2);
-    expect(result[0].block_reason).toBe("box-office");
-    expect(result[0].hits).toBe(42);
-    expect(result[0].sample_queries).toEqual([
-      "box office weekend",
-      "toy story 5 box office",
-    ]);
-  });
-
-  it("filters on blocked = true and a windowed created_at", async () => {
-    mockQuery.mockResolvedValueOnce({ rows: [] });
-    await getBlockedQueries(7);
-
-    const [sql, params] = mockQuery.mock.calls[0];
-    expect(sql).toContain("blocked = true");
-    // Window uses a parameterized interval — days is passed as a string
-    // so `($N || ' days')::interval` composes correctly.
-    expect(sql).toContain("NOW() - ($1 || ' days')::interval");
-    expect(params).toEqual(["7"]);
-  });
-
-  it("groups by COALESCE(block_reason, '<unknown>') so null-reason rows stay visible", async () => {
-    mockQuery.mockResolvedValueOnce({ rows: [] });
-    await getBlockedQueries();
-
-    const [sql] = mockQuery.mock.calls[0];
-    expect(sql).toContain("COALESCE(block_reason, '<unknown>')");
-    expect(sql).toContain("GROUP BY COALESCE(block_reason, '<unknown>')");
-  });
-
-  it("orders by hits DESC", async () => {
-    mockQuery.mockResolvedValueOnce({ rows: [] });
-    await getBlockedQueries();
-
-    const [sql] = mockQuery.mock.calls[0];
-    expect(sql).toContain("ORDER BY hits DESC");
-  });
-
-  it("coerces missing sample_queries to an empty array", async () => {
-    mockQuery.mockResolvedValueOnce({
-      rows: [
-        {
-          block_reason: "x",
-          hits: 1,
-          last_seen: "2026-06-17T00:00:00Z",
-          sample_queries: null,
-        },
-      ],
-    });
-
-    const result = await getBlockedQueries();
-    expect(result[0].sample_queries).toEqual([]);
-  });
-});
-
 // ---------------------------------------------------------------------------
 // cleanupOldQueryLogs
 // ---------------------------------------------------------------------------
diff --git a/src/cli.ts b/src/cli.ts
index 4f17b3e..4ad6be0 100644
--- a/src/cli.ts
+++ b/src/cli.ts
@@ -11,7 +11,7 @@ const program = new Command();
 program
   .name("pathfinder")
   .description("The knowledge server for AI agents")
-  .version("1.15.3");
+  .version("1.15.2");
 
 program
   .command("init")
diff --git a/src/db/analytics.ts b/src/db/analytics.ts
index 8693c20..fc4178f 100644
--- a/src/db/analytics.ts
+++ b/src/db/analytics.ts
@@ -238,27 +238,6 @@ export interface EmptyQuery {
   last_seen: string;
 }
 
-/**
- * Aggregate row for the "Blocked Queries" analytics panel — one row per
- * `block_reason` value, summarizing how many times that off-topic / abuse
- * pattern fired in the window. Surfaced separately from {@link EmptyQuery}
- * so operators can see the abuse blocklist actively short-circuiting traffic
- * (the same rows are excluded from the empty-results list to avoid
- * double-counting blocked queries as "real users found nothing").
- *
- * `block_reason` is the raw classifier label (e.g. `box-office`,
- * `kalshi-scotus`, `scary-movie-2026`); the dashboard renders it verbatim.
- * `sample_queries` is a deduplicated, alphabetically-sorted preview capped at
- * 5 entries per reason so the panel can show concrete examples without
- * leaking the long tail.
- */
-export interface BlockedQueryGroup {
-  block_reason: string;
-  hits: number;
-  last_seen: string;
-  sample_queries: string[];
-}
-
 export interface ToolCount {
   tool_type: string;
   count: number;
@@ -1056,15 +1035,6 @@ export async function getTopQueries(
  * that happens to return zero entries is not a real "user searched and found
  * nothing" gap, so surfacing a literal `<browse>` row in the Empty-Result
  * dashboard would be misleading noise.
- *
- * Blocked rows (`blocked = true`) are ALSO excluded: those queries were
- * short-circuited by the abuse blocklist (v1.15.2) before they ever reached
- * the index, so `result_count = 0` is a known by-design outcome — not a
- * content gap. They surface in {@link getBlockedQueries} instead so operators
- * can see the blocklist actively catching abuse without polluting the
- * "real users searched and found nothing" view. `blocked` is
- * `BOOLEAN NOT NULL DEFAULT FALSE` so the predicate is safe for historical
- * rows that predate the column (they read back as `false`).
  */
 export async function getEmptyQueries(
   days: number = 7,
@@ -1084,10 +1054,6 @@ export async function getEmptyQueries(
   const limitIdx = browseIdx + 1;
   const baseClauses = [
     "result_count = 0",
-    // Exclude rows the v1.15.2 abuse blocklist short-circuited (see JSDoc).
-    // The column is BOOLEAN NOT NULL DEFAULT FALSE so a plain `= false` is
-    // correct for both historical (pre-column) and current rows.
-    "blocked = false",
     ...dw.clauses,
     ...rs.clauses,
     `query_text != $${redactedIdx}`,
@@ -1127,72 +1093,6 @@ export async function getEmptyQueries(
   }));
 }
 
-/**
- * Get rows the v1.15.2 abuse blocklist short-circuited (`blocked = true`),
- * grouped by `block_reason` so operators can see at a glance which patterns
- * are firing and how often. Counterpart to {@link getEmptyQueries}, which now
- * excludes these rows so a blocked query doesn't double-count as both
- * "blocked" and "empty result".
- *
- * Returns up to 5 sample `query_text` values per `block_reason` (deduplicated,
- * alphabetically sorted) so the panel can show concrete examples without
- * leaking the long tail or unbounded text.
- *
- * Rows with `blocked = true` but `block_reason IS NULL` (defensive — should
- * not happen since the writer sets both atomically) collapse into a single
- * `<unknown>` bucket so they remain visible rather than silently dropping.
- *
- * Window semantics intentionally match {@link getEmptyQueries}:
- * `created_at > NOW() - INTERVAL '<days> days'`. No filter parameter — the
- * blocklist panel is operational-only and the filter wiring (tool/source/
- * request_source) doesn't carry meaning for short-circuited rows that never
- * reached the retrieval layer.
- */
-export async function getBlockedQueries(
-  days: number = 7,
-): Promise<BlockedQueryGroup[]> {
-  const pool = getPool();
-
-  // Plain `interval N days` is bound via a parameterized integer so the
-  // operator-facing panel can't be SQL-injected through the days arg even
-  // if a future route surfaces it. Postgres rejects negative intervals on
-  // the `created_at >` half-bound anyway, but defense-in-depth.
-  const { rows } = await pool.query(
-    `SELECT
-        COALESCE(block_reason, '<unknown>') AS block_reason,
-        count(*)::int AS hits,
-        max(created_at)::text AS last_seen,
-        (
-          SELECT array_agg(s ORDER BY s)
-          FROM (
-            SELECT DISTINCT query_text AS s
-            FROM query_log AS inner_q
-            WHERE inner_q.blocked = true
-              AND COALESCE(inner_q.block_reason, '<unknown>')
-                  = COALESCE(query_log.block_reason, '<unknown>')
-              AND inner_q.created_at > NOW() - ($1 || ' days')::interval
-            ORDER BY query_text
-            LIMIT 5
-          ) sub
-        ) AS sample_queries
-     FROM query_log
-     WHERE blocked = true
-       AND created_at > NOW() - ($1 || ' days')::interval
-     GROUP BY COALESCE(block_reason, '<unknown>')
-     ORDER BY hits DESC`,
-    [String(days)],
-  );
-
-  return rows.map((r: Record<string, unknown>) => ({
-    block_reason: r.block_reason as string,
-    hits: r.hits as number,
-    last_seen: r.last_seen as string,
-    sample_queries: Array.isArray(r.sample_queries)
-      ? (r.sample_queries as string[])
-      : [],
-  }));
-}
-
 /**
  * Get query counts grouped by tool type prefix (e.g. "search", "explore").
  * Accepts an optional `from`/`to` filter for an explicit date range; falls
diff --git a/src/server.ts b/src/server.ts
index 78f5e8e..75848e9 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -84,7 +84,6 @@ import {
   getAnalyticsSummary,
   getTopQueries,
   getEmptyQueries,
-  getBlockedQueries,
   getToolCounts,
   normalizeRequestSource,
   REQUEST_SOURCE_HEADER,
@@ -3039,7 +3038,6 @@ export interface AnalyticsRouteDeps {
   getAnalyticsSummary?: typeof getAnalyticsSummary;
   getTopQueries?: typeof getTopQueries;
   getEmptyQueries?: typeof getEmptyQueries;
-  getBlockedQueries?: typeof getBlockedQueries;
   getToolCounts?: typeof getToolCounts;
   analyticsHtmlPath?: string;
 }
@@ -3056,7 +3054,6 @@ export function registerAnalyticsRoutes(
   const _getAnalyticsSummary = deps.getAnalyticsSummary ?? getAnalyticsSummary;
   const _getTopQueries = deps.getTopQueries ?? getTopQueries;
   const _getEmptyQueries = deps.getEmptyQueries ?? getEmptyQueries;
-  const _getBlockedQueries = deps.getBlockedQueries ?? getBlockedQueries;
   const _getToolCounts = deps.getToolCounts ?? getToolCounts;
   const _analyticsHtmlPath =
     deps.analyticsHtmlPath ?? path.resolve(__dirname, "../docs/analytics.html");
@@ -3168,33 +3165,6 @@ export function registerAnalyticsRoutes(
     },
   );
 
-  app.get(
-    "/api/analytics/blocked-queries",
-    analyticsAuth,
-    async (req: Request, res: Response) => {
-      // Blocked-queries panel has no filter wiring: it surfaces rows the
-      // abuse blocklist short-circuited BEFORE retrieval, so tool/source/
-      // request-source filters carry no meaning here (the row never reached
-      // the layer those filters describe). We still parse `days` so the
-      // window matches the rest of the dashboard.
-      const daysParsed = parseDaysOrError(req);
-      if (!daysParsed.ok) {
-        res.status(daysParsed.status).json(daysParsed.body);
-        return;
-      }
-      try {
-        const groups = await _getBlockedQueries(daysParsed.value);
-        res.json(groups);
-      } catch (err) {
-        console.error(
-          `[analytics] Blocked queries failed (days=${daysParsed.value} ip=${clientIp(req, trustProxy)}):`,
-          err,
-        );
-        res.status(500).json({ error: "Failed to fetch blocked queries" });
-      }
-    },
-  );
-
   app.get(
     "/api/analytics/tool-counts",
     analyticsAuth,