diff --git a/accessman.go b/accessman.go
index 66ec71646..971132ff7 100644
--- a/accessman.go
+++ b/accessman.go
@@ -611,8 +611,7 @@ func (a *accessMan) addPeerAccess(remotePub *btcec.PublicKey,
 
 // removePeerAccess removes the peer's access from the maps. This should be
 // called when the peer has been disconnected.
-func (a *accessMan) removePeerAccess(peerPubKey string) {
-	ctx := btclog.WithCtx(context.TODO(), "peer", peerPubKey)
+func (a *accessMan) removePeerAccess(ctx context.Context, peerPubKey string) {
 	acsmLog.DebugS(ctx, "Removing access:")
 
 	a.banScoreMtx.Lock()
diff --git a/accessman_test.go b/accessman_test.go
index 30a315eec..06adab1cd 100644
--- a/accessman_test.go
+++ b/accessman_test.go
@@ -708,6 +708,7 @@ func TestAddPeerAccessOutbound(t *testing.T) {
 // accessman's internal state based on the peer's status.
 func TestRemovePeerAccess(t *testing.T) {
 	t.Parallel()
+	ctx := context.Background()
 
 	// Create a testing accessMan.
 	a := &accessMan{
@@ -758,7 +759,7 @@ func TestRemovePeerAccess(t *testing.T) {
 	// We now assert `removePeerAccess` behaves as expected.
 	//
 	// Remove peer1 should change nothing.
-	a.removePeerAccess(peer1)
+	a.removePeerAccess(ctx, peer1)
 
 	// peer1 should be removed from peerScores but not peerChanInfo.
 	_, found := a.peerScores[peer1]
@@ -767,7 +768,7 @@ func TestRemovePeerAccess(t *testing.T) {
 	require.True(t, found)
 
 	// Remove peer2 should change nothing.
-	a.removePeerAccess(peer2)
+	a.removePeerAccess(ctx, peer2)
 
 	// peer2 should be removed from peerScores but not peerChanInfo.
 	_, found = a.peerScores[peer2]
@@ -776,7 +777,7 @@ func TestRemovePeerAccess(t *testing.T) {
 	require.True(t, found)
 
 	// Remove peer3 should remove it from the maps.
-	a.removePeerAccess(peer3)
+	a.removePeerAccess(ctx, peer3)
 
 	// peer3 should be removed from peerScores and peerChanInfo.
 	_, found = a.peerScores[peer3]
@@ -785,7 +786,7 @@ func TestRemovePeerAccess(t *testing.T) {
 	require.False(t, found)
 
 	// Remove peer4 should remove it from the maps.
-	a.removePeerAccess(peer4)
+	a.removePeerAccess(ctx, peer4)
 
 	// peer4 should be removed from peerScores and NOT be found in
 	// peerChanInfo.
@@ -795,7 +796,7 @@ func TestRemovePeerAccess(t *testing.T) {
 	require.False(t, found)
 
 	// Remove peer5 should be NOOP.
-	a.removePeerAccess(peer5)
+	a.removePeerAccess(ctx, peer5)
 
 	// peer5 should NOT be found.
 	_, found = a.peerScores[peer5]
diff --git a/server.go b/server.go
index c7906c2a7..38c6baef6 100644
--- a/server.go
+++ b/server.go
@@ -24,6 +24,7 @@ import (
 	"github.com/btcsuite/btcd/connmgr"
 	"github.com/btcsuite/btcd/txscript"
 	"github.com/btcsuite/btcd/wire"
+	"github.com/btcsuite/btclog/v2"
 	sphinx "github.com/lightningnetwork/lightning-onion"
 	"github.com/lightningnetwork/lnd/aliasmgr"
 	"github.com/lightningnetwork/lnd/autopilot"
@@ -56,6 +57,7 @@ import (
 	"github.com/lightningnetwork/lnd/lnpeer"
 	"github.com/lightningnetwork/lnd/lnrpc"
 	"github.com/lightningnetwork/lnd/lnrpc/routerrpc"
+	"github.com/lightningnetwork/lnd/lnutils"
 	"github.com/lightningnetwork/lnd/lnwallet"
 	"github.com/lightningnetwork/lnd/lnwallet/chainfee"
 	"github.com/lightningnetwork/lnd/lnwallet/chanfunding"
@@ -4074,6 +4076,11 @@ func (s *server) InboundPeerConnected(conn net.Conn) {
 		s.peerConnected(conn, nil, true)
 
 	case nil:
+		ctx := btclog.WithCtx(
+			context.TODO(),
+			lnutils.LogPubKey("peer", connectedPeer.IdentityKey()),
+		)
+
 		// We already have a connection with the incoming peer. If the
 		// connection we've already established should be kept and is
 		// not of the same type of the new connection (inbound), then
@@ -4083,24 +4090,24 @@ func (s *server) InboundPeerConnected(conn net.Conn) {
 		if !connectedPeer.Inbound() &&
 			!shouldDropLocalConnection(localPub, nodePub) {
 
-			srvrLog.Warnf("Received inbound connection from "+
-				"peer %v, but already have outbound "+
-				"connection, dropping conn", connectedPeer)
+			srvrLog.WarnS(ctx, "Received inbound connection from "+
+				"peer, but already have outbound "+
+				"connection, dropping conn",
+				fmt.Errorf("already have outbound conn"))
 			conn.Close()
 			return
 		}
 
 		// Otherwise, if we should drop the connection, then we'll
 		// disconnect our already connected peer.
-		srvrLog.Debugf("Disconnecting stale connection to %v",
-			connectedPeer)
+		srvrLog.DebugS(ctx, "Disconnecting stale connection")
 
 		s.cancelConnReqs(pubStr, nil)
 
 		// Remove the current peer from the server's internal state and
 		// signal that the peer termination watcher does not need to
 		// execute for this peer.
-		s.removePeerUnsafe(connectedPeer)
+		s.removePeerUnsafe(ctx, connectedPeer)
 		s.ignorePeerTermination[connectedPeer] = struct{}{}
 		s.scheduledPeerConnection[pubStr] = func() {
 			s.peerConnected(conn, nil, true)
@@ -4189,6 +4196,11 @@ func (s *server) OutboundPeerConnected(connReq *connmgr.ConnReq, conn net.Conn)
 		s.peerConnected(conn, connReq, false)
 
 	case nil:
+		ctx := btclog.WithCtx(
+			context.TODO(),
+			lnutils.LogPubKey("peer", connectedPeer.IdentityKey()),
+		)
+
 		// We already have a connection with the incoming peer. If the
 		// connection we've already established should be kept and is
 		// not of the same type of the new connection (outbound), then
@@ -4198,9 +4210,10 @@ func (s *server) OutboundPeerConnected(connReq *connmgr.ConnReq, conn net.Conn)
 		if connectedPeer.Inbound() &&
 			shouldDropLocalConnection(localPub, nodePub) {
 
-			srvrLog.Warnf("Established outbound connection to "+
-				"peer %v, but already have inbound "+
-				"connection, dropping conn", connectedPeer)
+			srvrLog.WarnS(ctx, "Established outbound connection "+
+				"to peer, but already have inbound "+
+				"connection, dropping conn",
+				fmt.Errorf("already have inbound conn"))
 			if connReq != nil {
 				s.connMgr.Remove(connReq.ID())
 			}
@@ -4211,13 +4224,12 @@ func (s *server) OutboundPeerConnected(connReq *connmgr.ConnReq, conn net.Conn)
 		// Otherwise, _their_ connection should be dropped. So we'll
 		// disconnect the peer and send the now obsolete peer to the
 		// server for garbage collection.
-		srvrLog.Debugf("Disconnecting stale connection to %v",
-			connectedPeer)
+		srvrLog.DebugS(ctx, "Disconnecting stale connection")
 
 		// Remove the current peer from the server's internal state and
 		// signal that the peer termination watcher does not need to
 		// execute for this peer.
-		s.removePeerUnsafe(connectedPeer)
+		s.removePeerUnsafe(ctx, connectedPeer)
 		s.ignorePeerTermination[connectedPeer] = struct{}{}
 		s.scheduledPeerConnection[pubStr] = func() {
 			s.peerConnected(conn, connReq, false)
@@ -4665,14 +4677,18 @@ func (s *server) peerInitializer(p *peer.Brontide) {
 func (s *server) peerTerminationWatcher(p *peer.Brontide, ready chan struct{}) {
 	defer s.wg.Done()
 
+	ctx := btclog.WithCtx(
+		context.TODO(), lnutils.LogPubKey("peer", p.IdentityKey()),
+	)
+
 	p.WaitForDisconnect(ready)
 
-	srvrLog.Debugf("Peer %v has been disconnected", p)
+	srvrLog.DebugS(ctx, "Peer has been disconnected")
 
 	// If the server is exiting then we can bail out early ourselves as all
 	// the other sub-systems will already be shutting down.
 	if s.Stopped() {
-		srvrLog.Debugf("Server quitting, exit early for peer %v", p)
+		srvrLog.DebugS(ctx, "Server quitting, exit early for peer")
 		return
 	}
 
@@ -4707,7 +4723,7 @@ func (s *server) peerTerminationWatcher(p *peer.Brontide, ready chan struct{}) {
 
 	// If there were any notification requests for when this peer
 	// disconnected, we can trigger them now.
-	srvrLog.Debugf("Notifying that peer %v is offline", p)
+	srvrLog.DebugS(ctx, "Notifying that peer is offline")
 	pubStr := string(pubKey.SerializeCompressed())
 	for _, offlineChan := range s.peerDisconnectedListeners[pubStr] {
 		close(offlineChan)
@@ -4737,7 +4753,7 @@ func (s *server) peerTerminationWatcher(p *peer.Brontide, ready chan struct{}) {
 
 	// First, cleanup any remaining state the server has regarding the peer
 	// in question.
-	s.removePeerUnsafe(p)
+	s.removePeerUnsafe(ctx, p)
 
 	// Next, check to see if this is a persistent peer or not.
 	if _, ok := s.persistentPeers[pubStr]; !ok {
@@ -4776,18 +4792,16 @@ func (s *server) peerTerminationWatcher(p *peer.Brontide, ready chan struct{}) {
 		// the address used by our onion service to dial
 		// to lnd), so we don't have enough information
 		// to attempt a reconnect.
-		srvrLog.Debugf("Ignoring reconnection attempt "+
-			"to inbound peer %v without "+
-			"advertised address", p)
+		srvrLog.DebugS(ctx, "Ignoring reconnection attempt "+
+			"to inbound peer without advertised address")
 		return
 
 	// We came across an error retrieving an advertised
 	// address, log it, and fall back to the existing peer
 	// address.
 	default:
-		srvrLog.Errorf("Unable to retrieve advertised "+
-			"address for node %x: %v", p.PubKey(),
-			err)
+		srvrLog.ErrorS(ctx, "Unable to retrieve advertised "+
+			"address for peer", err)
 	}
 
 	// Make an easy lookup map so that we can check if an address
@@ -4829,9 +4843,9 @@ func (s *server) peerTerminationWatcher(p *peer.Brontide, ready chan struct{}) {
 	// call can stall for arbitrarily long if we shutdown while an
 	// outbound connection attempt is being made.
 	go func() {
-		srvrLog.Debugf("Scheduling connection re-establishment to "+
-			"persistent peer %x in %s",
-			p.IdentityKey().SerializeCompressed(), backoff)
+		srvrLog.DebugS(ctx, "Scheduling connection "+
+			"re-establishment to persistent peer",
+			"reconnecting_in", backoff)
 
 		select {
 		case <-time.After(backoff):
@@ -4841,9 +4855,8 @@ func (s *server) peerTerminationWatcher(p *peer.Brontide, ready chan struct{}) {
 			return
 		}
 
-		srvrLog.Debugf("Attempting to re-establish persistent "+
-			"connection to peer %x",
-			p.IdentityKey().SerializeCompressed())
+		srvrLog.DebugS(ctx, "Attempting to re-establish persistent "+
+			"connection")
 
 		s.connectToPersistentPeer(pubStr)
 	}()
@@ -4950,12 +4963,12 @@ func (s *server) connectToPersistentPeer(pubKeyStr string) {
 // active peers.
 //
 // NOTE: Server mutex must be held when calling this function.
-func (s *server) removePeerUnsafe(p *peer.Brontide) {
+func (s *server) removePeerUnsafe(ctx context.Context, p *peer.Brontide) {
 	if p == nil {
 		return
 	}
 
-	srvrLog.Debugf("Removing peer %v", p)
+	srvrLog.DebugS(ctx, "Removing peer")
 
 	// Exit early if we have already been instructed to shutdown, the peers
 	// will be disconnected in the server shutdown process.
@@ -4995,7 +5008,7 @@ func (s *server) removePeerUnsafe(p *peer.Brontide) {
 
 		// Remove the peer's access permission from the access manager.
 		peerPubStr := string(p.IdentityKey().SerializeCompressed())
-		s.peerAccessMan.removePeerAccess(peerPubStr)
+		s.peerAccessMan.removePeerAccess(ctx, peerPubStr)
 
 		// Copy the peer's error buffer across to the server if it has
 		// any items in it so that we can restore peer errors across