diff --git a/src/mcp/github-inline-comment-server.ts b/src/mcp/github-inline-comment-server.ts
index 535124f32..a023d9114 100644
--- a/src/mcp/github-inline-comment-server.ts
+++ b/src/mcp/github-inline-comment-server.ts
@@ -5,6 +5,7 @@ import { appendFileSync } from "fs";
 import { z } from "zod";
 import { createOctokit } from "../github/api/client";
 import { sanitizeContent } from "../github/utils/sanitizer";
+import { removeBufferedComment } from "./inline-comment-buffer";
 
 // Get repository and PR information from environment variables
 const REPO_OWNER = process.env.REPO_OWNER;
@@ -180,6 +181,16 @@ server.tool(
 
       const result = await octokit.rest.pulls.createReviewComment(params);
 
+      // The comment is now live. Drop any buffered copy of it so the
+      // post-session replay step cannot post it a second time (the model often
+      // re-issues a buffered call with confirmed=true after the buffer reply).
+      if (CLASSIFY_ENABLED) {
+        removeBufferedComment(
+          { path, line, startLine, body: sanitizedBody },
+          BUFFER_PATH,
+        );
+      }
+
       return {
         content: [
           {
diff --git a/src/mcp/inline-comment-buffer.ts b/src/mcp/inline-comment-buffer.ts
new file mode 100644
index 000000000..4fb70caa2
--- /dev/null
+++ b/src/mcp/inline-comment-buffer.ts
@@ -0,0 +1,54 @@
+import { existsSync, readFileSync, writeFileSync } from "fs";
+
+export type BufferedCommentMatch = {
+  path: string;
+  line?: number;
+  startLine?: number;
+  body: string;
+};
+
+/**
+ * Remove any buffered inline comment that matches an already-posted comment.
+ *
+ * When a comment is posted live (confirmed=true), an earlier buffered copy of
+ * the same comment must be dropped so the post-session replay step does not
+ * post it a second time. The model frequently re-issues a buffered call with
+ * confirmed=true after reading the "Set confirmed=true to post immediately"
+ * reply; previously the original buffered entry was left behind and replayed,
+ * producing duplicate inline comments.
+ *
+ * Entries are matched on path, line, startLine and body. Lines that cannot be
+ * parsed are kept untouched.
+ */
+export function removeBufferedComment(
+  match: BufferedCommentMatch,
+  bufferPath: string,
+): void {
+  if (!existsSync(bufferPath)) {
+    return;
+  }
+
+  const remaining = readFileSync(bufferPath, "utf8")
+    .split("\n")
+    .filter((line) => line.trim() !== "")
+    .filter((line) => {
+      let entry: BufferedCommentMatch;
+      try {
+        entry = JSON.parse(line);
+      } catch {
+        // Keep anything we cannot parse rather than silently dropping it.
+        return true;
+      }
+      const isSameComment =
+        entry.path === match.path &&
+        entry.line === match.line &&
+        entry.startLine === match.startLine &&
+        entry.body === match.body;
+      return !isSameComment;
+    });
+
+  writeFileSync(
+    bufferPath,
+    remaining.length > 0 ? remaining.join("\n") + "\n" : "",
+  );
+}
diff --git a/test/inline-comment-buffer.test.ts b/test/inline-comment-buffer.test.ts
new file mode 100644
index 000000000..073148690
--- /dev/null
+++ b/test/inline-comment-buffer.test.ts
@@ -0,0 +1,139 @@
+import { describe, it, expect, beforeEach, afterEach } from "bun:test";
+import {
+  existsSync,
+  mkdtempSync,
+  readFileSync,
+  rmSync,
+  writeFileSync,
+} from "fs";
+import { tmpdir } from "os";
+import { join } from "path";
+import { removeBufferedComment } from "../src/mcp/inline-comment-buffer";
+
+describe("removeBufferedComment", () => {
+  let dir: string;
+  let bufferPath: string;
+
+  const entryA = {
+    ts: "2026-06-13T00:00:00.000Z",
+    path: "src/index.ts",
+    line: 10,
+    startLine: undefined,
+    side: "RIGHT",
+    body: "Comment A",
+  };
+  const entryB = {
+    ts: "2026-06-13T00:00:01.000Z",
+    path: "src/other.ts",
+    line: 20,
+    startLine: undefined,
+    side: "RIGHT",
+    body: "Comment B",
+  };
+
+  const writeBuffer = (entries: object[]): void => {
+    writeFileSync(
+      bufferPath,
+      entries.map((e) => JSON.stringify(e)).join("\n") + "\n",
+    );
+  };
+
+  const readBuffer = (): Array<{ body: string }> => {
+    if (!existsSync(bufferPath)) {
+      return [];
+    }
+    return readFileSync(bufferPath, "utf8")
+      .split("\n")
+      .filter((line) => line.trim() !== "")
+      .map((line) => JSON.parse(line));
+  };
+
+  beforeEach(() => {
+    dir = mkdtempSync(join(tmpdir(), "inline-buffer-"));
+    bufferPath = join(dir, "buffer.jsonl");
+  });
+
+  afterEach(() => {
+    rmSync(dir, { recursive: true, force: true });
+  });
+
+  it("removes the matching buffered entry and keeps the others", () => {
+    writeBuffer([entryA, entryB]);
+
+    removeBufferedComment(
+      {
+        path: "src/index.ts",
+        line: 10,
+        startLine: undefined,
+        body: "Comment A",
+      },
+      bufferPath,
+    );
+
+    const remaining = readBuffer();
+    expect(remaining.map((e) => e.body)).toEqual(["Comment B"]);
+  });
+
+  it("removes every copy when the same comment was buffered more than once", () => {
+    writeBuffer([entryA, entryA, entryB]);
+
+    removeBufferedComment(
+      {
+        path: "src/index.ts",
+        line: 10,
+        startLine: undefined,
+        body: "Comment A",
+      },
+      bufferPath,
+    );
+
+    expect(readBuffer().map((e) => e.body)).toEqual(["Comment B"]);
+  });
+
+  it("leaves the buffer untouched when nothing matches", () => {
+    writeBuffer([entryA, entryB]);
+
+    removeBufferedComment(
+      {
+        path: "src/index.ts",
+        line: 999,
+        startLine: undefined,
+        body: "Comment A",
+      },
+      bufferPath,
+    );
+
+    expect(readBuffer().map((e) => e.body)).toEqual(["Comment A", "Comment B"]);
+  });
+
+  it("does nothing when the buffer file does not exist", () => {
+    expect(() =>
+      removeBufferedComment(
+        { path: "src/index.ts", line: 10, body: "Comment A" },
+        bufferPath,
+      ),
+    ).not.toThrow();
+    expect(existsSync(bufferPath)).toBe(false);
+  });
+
+  it("keeps lines that cannot be parsed as JSON", () => {
+    writeFileSync(
+      bufferPath,
+      ["not json", JSON.stringify(entryA)].join("\n") + "\n",
+    );
+
+    removeBufferedComment(
+      {
+        path: "src/index.ts",
+        line: 10,
+        startLine: undefined,
+        body: "Comment A",
+      },
+      bufferPath,
+    );
+
+    const raw = readFileSync(bufferPath, "utf8");
+    expect(raw).toContain("not json");
+    expect(raw).not.toContain("Comment A");
+  });
+});