diff --git a/defects/irssi-0001/SCAN-NOTES.md b/defects/irssi-0001/SCAN-NOTES.md
new file mode 100644
index 000000000..01959221e
--- /dev/null
+++ b/defects/irssi-0001/SCAN-NOTES.md
@@ -0,0 +1,59 @@
+# irssi-0001 Scan Notes
+
+**Target:** irssi (IRC client, C)
+**Scan date:** 2026-03-31
+**MOADs checked:** 0001, 0002, 0003, 0004, 0005
+
+## MOAD-0001 (CWE-407) — CLEAN
+
+No O(N^2) hot-path defect found.
+
+- `nicklist.c`: nick lookup uses `GHashTable` — O(1) per lookup.
+- `ignore.c`: `ignore_check_flags()` iterates ignores list (O(I)) per message.
+  For known nicks, `nickmatch_cache` short-circuits to O(1). For unknown
+  nicks, `strarray_find` is called inside outer loop — O(I * C) where C is
+  channels-per-ignore-rule. Both I and C are user-configured and typically
+  tiny (single digits). Not filed; not server-driven unbounded growth.
+- `hilight-text.c`: `hilight_match()` iterates hilight list O(H) per message.
+  `nickmatch_cache` handles the nick case. No inner list scan.
+- `flood.c`: `flood_newmsg()` uses `GHashTable` keyed by nick. Inner
+  `flood_find` iterates `flood->items` but these are flood time-buckets per
+  nick — bounded by `flood_timecheck` window. Not O(N^2).
+- `servers-redirect.c`: `redirect_find()` calls `g_slist_find` inside a loop
+  over `server->redirects`. Both lists are IRC command queues, bounded at a
+  few entries. Not a real hot-path O(N^2).
+
+## MOAD-0002 (Intertangle) — OBSERVATION (no ticket)
+
+irssi has global `GSList *servers`, `GSList *ignores`, `GSList *channels`,
+`GSList *logs` etc. in `src/core/`. These are classic single-threaded IRC
+client globals. irssi is intentionally single-threaded (GLib event loop) so
+there is no concurrency hazard, just architectural coupling. Not actionable
+as a patch without redesigning the entire client.
+
+## MOAD-0003 (Leaked Context) — N/A
+
+irssi is a single-user, single-process, single-threaded terminal client.
+No thread-local storage, no request-scoped identity. Not applicable.
+
+## MOAD-0004 (CWE-312) — **DEFECT FOUND → irssi-0001**
+
+`rawlog_output()` in `src/core/rawlog.c` logs every outbound IRC command
+verbatim. This includes:
+- `PASS <plaintext_server_password>` — sent on every connection
+- `AUTHENTICATE <base64(user\0user\0pass)>` — SASL PLAIN credentials
+
+Both flow through `irc_send_cmd_now()` → `irc_server_send_data()` →
+`rawlog_output()` (confirmed at `src/irc/core/irc-servers.c:747`).
+
+The rawlog ring buffer (200 lines) is always active in memory and accessible
+to Perl plugins via `$server->{rawlog}`. When the user enables `/rawlog open
+<file>`, credentials are written to disk in plaintext.
+
+Fix: apply credential denylist in `rawlog_redact_credentials()` before
+`rawlog_add()`. See patch file.
+
+## MOAD-0005 (Thundering Herd) — CLEAN
+
+irssi uses a single-threaded GLib event loop. No concurrent cache access,
+no `get+null+compute+put` race possible. CLEAN.
diff --git a/defects/irssi-0001/patch/irssi-0001-cwe312.md b/defects/irssi-0001/patch/irssi-0001-cwe312.md
new file mode 100644
index 000000000..556948437
--- /dev/null
+++ b/defects/irssi-0001/patch/irssi-0001-cwe312.md
@@ -0,0 +1,112 @@
+# UNDF: (assigned later)
+# Target: irssi
+# MOAD: 0004 — CWE-312 Cleartext Storage of Sensitive Information
+# Severity: HIGH
+# File: src/core/rawlog.c + src/irc/core/irc-servers.c
+
+## Summary
+
+irssi's rawlog facility records all outbound IRC commands verbatim to an
+in-memory ring buffer (default 200 lines) and optionally to a file on disk
+via `/rawlog open <file>`. Every command sent via `irc_send_cmd_now()` flows
+through `rawlog_output()`, including credentials sent during connection setup.
+
+Two credential exposure paths exist:
+
+### Path 1 — Server password (PASS command)
+
+`src/irc/core/irc-servers.c:223`:
+```c
+cmd = g_strdup_printf("PASS %s", conn->password);
+irc_send_cmd_now(server, cmd);
+```
+
+`irc_send_cmd_now` → `irc_send_cmd_full` → `irc_server_send_data` →
+`rawlog_output(server->rawlog, str->str)` (irc-servers.c:747)
+
+Result: `<< PASS secretpassword123` appears in the rawlog ring buffer and,
+if the user has run `/rawlog open irc.log`, in the log file on disk.
+
+### Path 2 — SASL PLAIN credentials (AUTHENTICATE command)
+
+`src/irc/core/sasl.c` — `sasl_step_complete()`:
+```c
+g_string_append(resp, conn->sasl_username);
+g_string_append_c(resp, '\0');
+g_string_append(resp, conn->sasl_username);
+g_string_append_c(resp, '\0');
+g_string_append(resp, conn->sasl_password);
+sasl_send_response(server, resp);  // → irc_send_cmdv(server, "AUTHENTICATE %.*s", ...)
+```
+
+`sasl_send_response` calls `irc_send_cmdv` which calls `irc_send_cmd` which
+goes through the same rawlog path.
+
+Result: `<< AUTHENTICATE dXNlcm5hbWUAdXNlcm5hbWUAcGFzc3dvcmQ=` (base64 of
+`username\0username\0password`) appears in rawlog. The base64 is trivially
+decoded: `echo dXNlcm5hbWUAdXNlcm5hbWUAcGFzc3dvcmQ= | base64 -d`.
+
+### Proxy password exposure (bonus)
+
+`src/irc/core/irc-servers.c:271`:
+```c
+cmd = g_strdup_printf("PASS %s", conn->proxy_password);
+irc_send_cmd_now(server, cmd);
+```
+Same path — proxy PASS also logged.
+
+## Attack Scenario
+
+1. User runs `/rawlog open ~/irc-debug.log` to debug a connection issue.
+2. User reconnects to their IRC server (triggers PASS or SASL PLAIN).
+3. Log file now contains plaintext or trivially-decoded credentials.
+4. File may be exfiltrated via: shared home directories, backup systems,
+   shell history leaks, or a compromised process with file-read access.
+
+Even without `/rawlog open`, the in-memory ring buffer (200 lines) is
+accessible to Perl scripts via `$server->{rawlog}` — a malicious plugin
+or a plugin with an XSS/eval-equivalent vulnerability could read it.
+
+## Fix
+
+Redact `PASS` and `AUTHENTICATE` commands before passing to rawlog:
+
+```c
+// In rawlog_output() or in the send path, apply a credential denylist:
+
+static char *redact_credential_command(const char *str) {
+    if (g_ascii_strncasecmp(str, "PASS ", 5) == 0)
+        return g_strdup("PASS ***");
+    if (g_ascii_strncasecmp(str, "AUTHENTICATE ", 13) == 0)
+        return g_strdup("AUTHENTICATE ***");
+    return g_strdup(str);
+}
+```
+
+Apply in `rawlog_output()` before storing/writing:
+
+```c
+void rawlog_output(RAWLOG_REC *rawlog, const char *str) {
+    char *safe = redact_credential_command(str);
+    rawlog_add(rawlog, g_strdup_printf("<< %s", safe));
+    g_free(safe);
+}
+```
+
+Alternatively, pass a `sensitive` flag through the send path and suppress
+rawlog entirely for those commands (precedent: OpenSSH does not log
+`USERAUTH_REQUEST` payloads in its protocol trace).
+
+## Impact
+
+- Credentials written to disk if rawlog file is active (user opt-in but
+  common during debugging)
+- Credentials in memory ring buffer accessible to all Perl plugins
+- SASL PLAIN especially dangerous: base64 is not encryption; any reader
+  of the rawlog immediately has the plaintext password
+
+## References
+
+- CWE-312: Cleartext Storage of Sensitive Information
+- irssi rawlog: https://irssi.org/documentation/rawlog/
+- IRCv3 SASL PLAIN: https://ircv3.net/specs/extensions/sasl-3.1.html
diff --git a/defects/irssi-0001/patch/irssi-0001-rawlog-redact.patch b/defects/irssi-0001/patch/irssi-0001-rawlog-redact.patch
new file mode 100644
index 000000000..bb717005a
--- /dev/null
+++ b/defects/irssi-0001/patch/irssi-0001-rawlog-redact.patch
@@ -0,0 +1,48 @@
+# UNDF: (assigned later)
+--- a/src/core/rawlog.c
++++ b/src/core/rawlog.c
+@@ -75,12 +75,38 @@ static void rawlog_add(RAWLOG_REC *rawlog, char *str)
+ 	signal_emit_id(signal_rawlog, 2, rawlog, str);
+ }
+
++/* Redact credential commands before writing to rawlog.
++ * PASS and AUTHENTICATE carry plaintext or trivially-decoded passwords.
++ * Return value must be g_free()'d by caller. */
++static char *rawlog_redact_credentials(const char *str)
++{
++	/* IRC server password: "PASS <plaintext>" */
++	if (g_ascii_strncasecmp(str, "PASS ", 5) == 0)
++		return g_strdup("PASS ***");
++
++	/* SASL authentication payload: "AUTHENTICATE <base64(user\0user\0pass)>"
++	 * The base64 encoding is trivially reversed — treat as plaintext. */
++	if (g_ascii_strncasecmp(str, "AUTHENTICATE ", 13) == 0 &&
++	    str[13] != '*') /* preserve "AUTHENTICATE *" (abort/empty) */
++		return g_strdup("AUTHENTICATE ***");
++
++	return g_strdup(str);
++}
++
+ void rawlog_input(RAWLOG_REC *rawlog, const char *str)
+ {
+ 	g_return_if_fail(rawlog != NULL);
+ 	g_return_if_fail(str != NULL);
+
+-	rawlog_add(rawlog, g_strdup_printf(">> %s", str));
++	char *safe = rawlog_redact_credentials(str);
++	rawlog_add(rawlog, g_strdup_printf(">> %s", safe));
++	g_free(safe);
+ }
+
+ void rawlog_output(RAWLOG_REC *rawlog, const char *str)
+ {
+ 	g_return_if_fail(rawlog != NULL);
+ 	g_return_if_fail(str != NULL);
+
+-	rawlog_add(rawlog, g_strdup_printf("<< %s", str));
++	char *safe = rawlog_redact_credentials(str);
++	rawlog_add(rawlog, g_strdup_printf("<< %s", safe));
++	g_free(safe);
+ }
+
+ void rawlog_redirect(RAWLOG_REC *rawlog, const char *str)
diff --git a/defects/irssi-0001/unit/IrssiRawlogRedactTest.java b/defects/irssi-0001/unit/IrssiRawlogRedactTest.java
new file mode 100644
index 000000000..c1fc91757
--- /dev/null
+++ b/defects/irssi-0001/unit/IrssiRawlogRedactTest.java
@@ -0,0 +1,135 @@
+/**
+ * IrssiRawlogRedactTest — unit model for irssi-0001 (CWE-312)
+ *
+ * Models the rawlog credential redaction fix.
+ * There is no speedup ratio to benchmark (this is a security fix, not a
+ * performance fix). Instead, this test demonstrates that our redaction
+ * function correctly masks credentials and preserves non-sensitive commands.
+ *
+ * irssi is written in C; this Java model captures our intent for the fix.
+ */
+public class IrssiRawlogRedactTest {
+
+    // --- model of our fix ---
+
+    /**
+     * Models rawlog_redact_credentials() from our patch.
+     * Returns a safe version of the command for logging.
+     */
+    static String redactCredentials(String cmd) {
+        if (cmd == null) return cmd;
+        // Case-insensitive prefix match, as in C implementation
+        String upper = cmd.toUpperCase();
+        if (upper.startsWith("PASS ")) {
+            return "PASS ***";
+        }
+        // Preserve "AUTHENTICATE *" (abort/empty response)
+        if (upper.startsWith("AUTHENTICATE ") && !cmd.substring(13).equals("*")) {
+            return "AUTHENTICATE ***";
+        }
+        return cmd;
+    }
+
+    static String rawlogOutput(String cmd) {
+        return "<< " + redactCredentials(cmd);
+    }
+
+    static String rawlogInput(String cmd) {
+        return ">> " + redactCredentials(cmd);
+    }
+
+    // --- tests ---
+
+    static int passed = 0;
+    static int failed = 0;
+
+    static void expect(String description, String actual, String expected) {
+        if (expected.equals(actual)) {
+            System.out.println("PASS: " + description);
+            passed++;
+        } else {
+            System.out.println("FAIL: " + description);
+            System.out.println("  expected: " + expected);
+            System.out.println("  actual:   " + actual);
+            failed++;
+        }
+    }
+
+    static void expectContains(String description, String actual, String notExpected) {
+        if (!actual.contains(notExpected)) {
+            System.out.println("PASS: " + description + " (does not contain '" + notExpected + "')");
+            passed++;
+        } else {
+            System.out.println("FAIL: " + description + " — should NOT contain '" + notExpected + "'");
+            System.out.println("  actual: " + actual);
+            failed++;
+        }
+    }
+
+    public static void main(String[] args) {
+        System.out.println("=== irssi-0001 rawlog credential redaction tests ===\n");
+
+        // PASS command — plaintext server password
+        String passCmd = "PASS secretpassword123";
+        String passLog = rawlogOutput(passCmd);
+        expect("PASS command is redacted in rawlog output",
+               passLog, "<< PASS ***");
+        expectContains("PASS command — password not in log",
+                       passLog, "secretpassword123");
+
+        // AUTHENTICATE SASL PLAIN — base64(user\0user\0pass)
+        // echo -n "myuser\0myuser\0mypass" | base64 → bXl1c2VyAG15dXNlcgBteXBhc3M=
+        String saslCmd = "AUTHENTICATE bXl1c2VyAG15dXNlcgBteXBhc3M=";
+        String saslLog = rawlogOutput(saslCmd);
+        expect("AUTHENTICATE SASL command is redacted in rawlog output",
+               saslLog, "<< AUTHENTICATE ***");
+        expectContains("AUTHENTICATE — base64 payload not in log",
+                       saslLog, "bXl1c2VyAG15dXNlcgBteXBhc3M=");
+
+        // AUTHENTICATE * — abort/empty response must NOT be redacted
+        String saslAbort = "AUTHENTICATE *";
+        expect("AUTHENTICATE * (abort) is preserved",
+               rawlogOutput(saslAbort), "<< AUTHENTICATE *");
+
+        // AUTHENTICATE + — empty continuation, treat as safe (not PASS prefix)
+        String saslEmpty = "AUTHENTICATE +";
+        expect("AUTHENTICATE + (empty continuation) is redacted",
+               rawlogOutput(saslEmpty), "<< AUTHENTICATE ***");
+
+        // Proxy PASS
+        String proxyPass = "PASS proxypassword456";
+        expect("Proxy PASS command is redacted",
+               rawlogOutput(proxyPass), "<< PASS ***");
+
+        // Case insensitivity — some clients send lowercase
+        String lowerPass = "pass MyPassword";
+        expect("Lowercase 'pass' command is redacted",
+               rawlogOutput(lowerPass), "<< PASS ***");
+
+        // Normal commands must NOT be redacted
+        expect("NICK command is preserved",
+               rawlogOutput("NICK mynick"), "<< NICK mynick");
+        expect("JOIN command is preserved",
+               rawlogOutput("JOIN #irssi"), "<< JOIN #irssi");
+        expect("PRIVMSG command is preserved",
+               rawlogOutput("PRIVMSG #irssi :hello world"), "<< PRIVMSG #irssi :hello world");
+        expect("USER command is preserved",
+               rawlogOutput("USER myuser 0 * :My Name"), "<< USER myuser 0 * :My Name");
+
+        // Input side (incoming from server) — PASS and AUTHENTICATE are client-to-server
+        // but rawlog_input handles server-to-client. Verify it also applies redaction
+        // in case a server sends a PASS (unusual but possible in bouncer scenarios).
+        expect("rawlog_input also redacts PASS",
+               rawlogInput("PASS test"), ">> PASS ***");
+
+        // SASL multi-chunk — only first chunk matters; all AUTHENTICATE non-* are redacted
+        String chunk1 = "AUTHENTICATE dXNlcgB1c2VyAHBhc3N3b3JkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA";
+        expect("AUTHENTICATE multi-chunk is redacted",
+               rawlogOutput(chunk1), "<< AUTHENTICATE ***");
+
+        System.out.println("\n=== Results: " + passed + " passed, " + failed + " failed ===");
+        if (failed > 0) {
+            System.exit(1);
+        }
+    }
+}
diff --git a/defects/mumble-scan/CLEAN.md b/defects/mumble-scan/CLEAN.md
new file mode 100644
index 000000000..c5c2066f6
--- /dev/null
+++ b/defects/mumble-scan/CLEAN.md
@@ -0,0 +1,71 @@
+# Mumble 5-MOAD Scan — CLEAN
+
+**Target:** mumble-voip/mumble (C++ VoIP client + murmur server)
+**Scan date:** 2026-03-31
+**Commit:** depth=1 clone of main branch
+
+## MOAD-0001 (CWE-407) — CLEAN
+
+Mumble's audio hot path uses correct O(1) data structures throughout:
+
+- `qhUsers`: `QHash<unsigned int, ServerUser*>` — O(1) session lookup
+- `qhPeerUsers`: `QHash<QPair<HostAddress,quint16>, ServerUser*>` — O(1) UDP peer lookup
+- `qhHostUsers`: `QHash<HostAddress, QSet<ServerUser*>>` — O(1) host lookup, O(1) membership
+- `m_channelListenerManager`: uses `QHash<channelID, QSet<session>>` — O(1) lookup and membership
+- `WhisperTargetCache`: `QSet<ServerUser*>` for channel and direct targets — O(1) membership
+- Channel link traversal (`allLinks()`, `allChildren()`): uses `QSet::contains` — O(1)
+- `ACLCache`: `QHash<User*, QHash<Channel*, Permissions>>` — O(1) per-user per-channel cache
+
+`Channel::qlUsers` is `QList<User*>` iterated linearly to send audio, but this
+is O(U) where U = users in channel — iteration, not membership test. No inner
+list search; this is the correct expected cost.
+
+`GlobalShortcut::handleButton()` calls `QList::contains()` for `qlDownButtons`,
+`qlSuppressed`, `gs->qlActive` — but these represent simultaneously-held
+keyboard/mouse buttons (bounded by human finger count, typically <10). Not
+filed; not server-driven unbounded growth.
+
+Murmur server voice dispatch path: confirmed clean per-packet.
+
+## MOAD-0002 (Intertangle) — OBSERVATION (no ticket)
+
+`Global::get()` is called 1779 times across the mumble client codebase.
+`Global` holds `MainWindow*, AudioInput*, AudioOutput*, ServerHandler*,
+PluginManager*, Log*, Database*, Settings` and dozens of runtime state fields.
+This is a classic god-object pattern in a desktop client application.
+
+No ticket filed: this is an architectural observation about a single-user
+desktop application. There is no shared mutable state between concurrent
+requests; the Qt event loop serializes GUI access. Refactoring would be a
+large project and is outside our scope.
+
+## MOAD-0003 (Leaked Context) — N/A
+
+Mumble is a single-user desktop client with a thread pool for audio processing.
+No thread-local or request-scoped identity carrier pattern. Audio threads do not
+carry user-session identity via thread-local storage — they operate on explicit
+`ServerUser*` pointers protected by `QReadWriteLock qrwlVoiceThread`. N/A.
+
+## MOAD-0004 (CWE-312) — CLEAN
+
+No credential logging found in audio or connection paths.
+
+Reviewed:
+- `src/murmur/Messages.cpp`: no password in log statements
+- `src/mumble/ServerHandler.cpp`: password fields not passed to `qWarning`/`qDebug`
+- `src/murmur/Meta.cpp`: SSL key path logged (not content); failures logged without key material
+- Token handling (`qslAccessTokens`): tokens added/removed without logging their values
+- Ban list processing: uses `QSet::contains` for deduplication — no log exposure
+
+## MOAD-0005 (Thundering Herd) — CLEAN
+
+Murmur server uses `QReadWriteLock qrwlVoiceThread` for the UDP voice packet
+handler. The voice processing thread acquires `QReadLocker` for normal packet
+processing. Write lock is acquired only when inserting a new peer association
+(first UDP packet from unknown IP:port pair).
+
+`QMutexLocker qmCache` protects the ACL cache during whisper target
+computation. No unprotected `get+null+compute+put` pattern found.
+
+`qhUsers`, `qhPeerUsers`, `qhHostUsers` are protected by `qrwlVoiceThread`.
+`ACLCache acCache` is per-server and protected by `qmCache`. CLEAN.