diff --git a/app/eth2wrap/multi.go b/app/eth2wrap/multi.go
index 7590ff30b..f7081cd85 100644
--- a/app/eth2wrap/multi.go
+++ b/app/eth2wrap/multi.go
@@ -63,6 +63,7 @@ func (m multi) Headers() map[string]string {
 	if len(m.clients) == 0 {
 		return nil
 	}
+
 	return m.clients[0].Headers()
 }
 
diff --git a/core/consensus/qbft/qbft.go b/core/consensus/qbft/qbft.go
index bd9b78be4..a2e74c9dd 100644
--- a/core/consensus/qbft/qbft.go
+++ b/core/consensus/qbft/qbft.go
@@ -23,7 +23,6 @@ import (
 	"github.com/obolnetwork/charon/app/errors"
 	"github.com/obolnetwork/charon/app/featureset"
 	"github.com/obolnetwork/charon/app/log"
-	"github.com/obolnetwork/charon/app/tracer"
 	"github.com/obolnetwork/charon/app/z"
 	"github.com/obolnetwork/charon/core"
 	"github.com/obolnetwork/charon/core/consensus/instance"
@@ -514,8 +513,14 @@ func (c *Consensus) runInstance(parent context.Context, duty core.Duty) (err err
 		inst.ErrCh <- err // Send resulting error to errCh.
 	}()
 
+	var span trace.Span
+
+	ctx, span = core.StartDutyTrace(ctx, duty, "core/qbft.runInstance")
+
 	if !c.deadliner.Add(duty) {
+		span.AddEvent("Expired Duty Skipped")
 		log.Warn(ctx, "Skipping consensus for expired duty", nil)
+
 		return nil
 	}
 
@@ -527,12 +532,8 @@ func (c *Consensus) runInstance(parent context.Context, duty core.Duty) (err err
 	var (
 		decided bool
 		nodes   = len(c.peers)
-		span    trace.Span
 	)
 
-	_, span = tracer.Start(ctx, "qbft.runInstance")
-	span.SetAttributes(attribute.String("duty", duty.Type.String()))
-
 	defer func() {
 		if err != nil && !isContextErr(err) {
 			span.RecordError(err)
@@ -573,6 +574,15 @@ func (c *Consensus) runInstance(parent context.Context, duty core.Duty) (err err
 
 	// Create a new qbft definition for this instance.
 	def := newDefinition(len(c.peers), c.subscribers, roundTimer, decideCallback, c.compareAttestations)
+	origLogRoundChange := def.LogRoundChange
+	def.LogRoundChange = func(ctx context.Context, instance core.Duty, process, round, newRound int64, uponRule qbft.UponRule, msgs []qbft.Msg[core.Duty, [32]byte, proto.Message]) {
+		if origLogRoundChange != nil {
+			origLogRoundChange(ctx, instance, process, round, newRound, uponRule, msgs)
+		}
+
+		span.AddEvent("Round Changed")
+		span.SetAttributes(attribute.Int64("new_round", newRound))
+	}
 
 	// Create a new transport that handles sending and receiving for this instance.
 	t := newTransport(c, c.privkey, inst.ValueCh, make(chan qbft.Msg[core.Duty, [32]byte, proto.Message]), newSniffer(int64(def.Nodes), peerIdx))
diff --git a/core/fetcher/fetcher.go b/core/fetcher/fetcher.go
index a0f5562df..c326e5043 100644
--- a/core/fetcher/fetcher.go
+++ b/core/fetcher/fetcher.go
@@ -11,6 +11,7 @@ import (
 	eth2api "github.com/attestantio/go-eth2-client/api"
 	eth2spec "github.com/attestantio/go-eth2-client/spec"
 	eth2p0 "github.com/attestantio/go-eth2-client/spec/phase0"
+	"go.opentelemetry.io/otel/trace"
 
 	"github.com/obolnetwork/charon/app/errors"
 	"github.com/obolnetwork/charon/app/eth2wrap"
@@ -54,10 +55,14 @@ func (f *Fetcher) Subscribe(fn func(context.Context, core.Duty, core.UnsignedDat
 // Fetch triggers fetching of a proposed duty data set.
 func (f *Fetcher) Fetch(ctx context.Context, duty core.Duty, defSet core.DutyDefinitionSet) error {
 	var (
+		span        trace.Span
 		unsignedSet core.UnsignedDataSet
 		err         error
 	)
 
+	ctx, span = core.StartDutyTrace(ctx, duty, "core/fetcher.Fetch")
+	defer span.End()
+
 	switch duty.Type {
 	case core.DutyProposer:
 		unsignedSet, err = f.fetchProposerData(ctx, duty.Slot, defSet)
@@ -305,10 +310,10 @@ func (f *Fetcher) fetchProposerData(ctx context.Context, slot uint64, defSet cor
 			return nil, errors.Wrap(err, "new proposal")
 		}
 
-		// Track whether the fetched proposal is blinded (built by MEV builder, 1) or local (built by beacon node, 0)
-		var blinded float64
+		// Track whether the fetched proposal is blinded (built by MEV builder, 1) or local (built by beacon node, 2)
+		blinded := 2.0
 		if proposal.Blinded {
-			blinded = 1
+			blinded = 1.0
 		}
 
 		proposalBlindedGauge.Set(blinded)
diff --git a/core/fetcher/metrics.go b/core/fetcher/metrics.go
index 6f0f3235d..4c0552c3e 100644
--- a/core/fetcher/metrics.go
+++ b/core/fetcher/metrics.go
@@ -12,5 +12,5 @@ var proposalBlindedGauge = promauto.NewGauge(prometheus.GaugeOpts{
 	Namespace: "core",
 	Subsystem: "fetcher",
 	Name:      "proposal_blinded",
-	Help:      "Whether the fetched proposal was blinded (1) or local (0)",
+	Help:      "Whether the fetched proposal was blinded (1) or local (2)",
 })
diff --git a/core/scheduler/scheduler.go b/core/scheduler/scheduler.go
index 91cb96bc7..d44d4f2ad 100644
--- a/core/scheduler/scheduler.go
+++ b/core/scheduler/scheduler.go
@@ -269,28 +269,29 @@ func (s *Scheduler) scheduleSlot(ctx context.Context, slot core.Slot) {
 			Type: dutyType,
 		}
 
+		var span trace.Span
+
+		dutyCtx := log.WithCtx(ctx, z.Any("duty", duty))
+
+		dutyCtx, span = core.StartDutyTrace(dutyCtx, duty, "core/scheduler.scheduleSlot")
+
 		defSet, ok := s.getDutyDefinitionSet(duty)
 		if !ok {
+			span.End()
 			// Nothing for this duty.
 			continue
 		}
 
 		// Trigger duty async
 		go func() {
+			defer span.End()
+
 			if !delaySlotOffset(ctx, slot, duty, s.delayFunc) {
 				return // context cancelled
 			}
 
 			instrumentDuty(duty, defSet)
 
-			dutyCtx := log.WithCtx(ctx, z.Any("duty", duty))
-			if duty.Type == core.DutyProposer {
-				var span trace.Span
-
-				dutyCtx, span = core.StartDutyTrace(dutyCtx, duty, "core/scheduler.scheduleSlot")
-				defer span.End()
-			}
-
 			for _, sub := range s.dutySubs {
 				clone, err := defSet.Clone() // Clone for each subscriber.
 				if err != nil {
diff --git a/core/validatorapi/router.go b/core/validatorapi/router.go
index fab7e4626..f16506717 100644
--- a/core/validatorapi/router.go
+++ b/core/validatorapi/router.go
@@ -1648,6 +1648,7 @@ func eventsHandler(h Handler) http.HandlerFunc {
 		if err != nil {
 			log.Error(ctx, "Failed to parse beacon node address for proxying", err, z.Str("address", beaconNodeAddr))
 			writeError(ctx, w, "events", err)
+
 			return
 		}
 
diff --git a/core/validatorapi/router_internal_test.go b/core/validatorapi/router_internal_test.go
index 716d42142..c8f76e226 100644
--- a/core/validatorapi/router_internal_test.go
+++ b/core/validatorapi/router_internal_test.go
@@ -52,6 +52,7 @@ const (
 func TestProxyShutdown(t *testing.T) {
 	// Start a server that will block until the request is cancelled.
 	serving := make(chan struct{})
+
 	target := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		close(serving)
 		<-r.Context().Done()
@@ -67,9 +68,11 @@ func TestProxyShutdown(t *testing.T) {
 			if err != nil {
 				return nil, errors.Wrap(err, "create proxy request")
 			}
+
 			proxyReq.Header = req.Header
 
 			client := &http.Client{}
+
 			return client.Do(proxyReq)
 		},
 	}
@@ -77,6 +80,7 @@ func TestProxyShutdown(t *testing.T) {
 	// Start a proxy server that will proxy to the target server.
 	ctx, cancel := context.WithCancel(t.Context())
 	proxyHTTP := proxy(handler)
+
 	proxyServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		proxyHTTP.ServeHTTP(w, r.WithContext(ctx))
 	}))
diff --git a/core/validatorapi/validatorapi.go b/core/validatorapi/validatorapi.go
index 89d228749..fc28381aa 100644
--- a/core/validatorapi/validatorapi.go
+++ b/core/validatorapi/validatorapi.go
@@ -18,11 +18,13 @@ import (
 	"github.com/attestantio/go-eth2-client/spec/altair"
 	eth2p0 "github.com/attestantio/go-eth2-client/spec/phase0"
 	ssz "github.com/ferranbt/fastssz"
+	"go.opentelemetry.io/otel/attribute"
 	"go.opentelemetry.io/otel/trace"
 
 	"github.com/obolnetwork/charon/app/errors"
 	"github.com/obolnetwork/charon/app/eth2wrap"
 	"github.com/obolnetwork/charon/app/log"
+	"github.com/obolnetwork/charon/app/tracer"
 	"github.com/obolnetwork/charon/app/version"
 	"github.com/obolnetwork/charon/app/z"
 	"github.com/obolnetwork/charon/core"
@@ -34,7 +36,6 @@ import (
 
 const (
 	defaultGasLimit = 30000000
-	zeroAddress     = "0x0000000000000000000000000000000000000000"
 )
 
 // SlotFromTimestamp returns the Ethereum slot associated to a timestamp, given the genesis configuration fetched
@@ -261,6 +262,14 @@ func (c *Component) Subscribe(fn func(context.Context, core.Duty, core.ParSigned
 
 // AttestationData implements the eth2client.AttesterDutiesProvider for the router.
 func (c Component) AttestationData(ctx context.Context, opts *eth2api.AttestationDataOpts) (*eth2api.Response[*eth2p0.AttestationData], error) {
+	var span trace.Span
+
+	duty := core.NewAttesterDuty(uint64(opts.Slot))
+	ctx, span = core.StartDutyTrace(ctx, duty, "core/validatorapi.AttestationData")
+
+	span.SetAttributes(attribute.Int64("committee_index", int64(opts.CommitteeIndex)))
+	defer span.End()
+
 	att, err := c.awaitAttFunc(ctx, uint64(opts.Slot), uint64(opts.CommitteeIndex))
 	if err != nil {
 		return nil, err
@@ -271,6 +280,13 @@ func (c Component) AttestationData(ctx context.Context, opts *eth2api.Attestatio
 
 // SubmitAttestations implements the eth2client.AttestationsSubmitter for the router.
 func (c Component) SubmitAttestations(ctx context.Context, attestationOpts *eth2api.SubmitAttestationsOpts) error {
+	var span trace.Span
+
+	ctx, span = tracer.Start(ctx, "core/validatorapi.SubmitAttestations")
+
+	span.SetAttributes(attribute.Int("num_attestations", len(attestationOpts.Attestations)))
+	defer span.End()
+
 	attestations := attestationOpts.Attestations
 	setsBySlot := make(map[uint64]core.ParSignedDataSet)
 
@@ -387,6 +403,13 @@ func (c Component) SubmitAttestations(ctx context.Context, attestationOpts *eth2
 }
 
 func (c Component) Proposal(ctx context.Context, opts *eth2api.ProposalOpts) (*eth2api.Response[*eth2api.VersionedProposal], error) {
+	var span trace.Span
+
+	duty := core.NewRandaoDuty(uint64(opts.Slot))
+
+	ctx, span = core.StartDutyTrace(ctx, duty, "core/validatorapi.Proposal")
+	defer span.End()
+
 	// Get proposer pubkey (this is a blocking query).
 	pubkey, err := c.getProposerPubkey(ctx, core.NewProposerDuty(uint64(opts.Slot)))
 	if err != nil {
@@ -403,7 +426,6 @@ func (c Component) Proposal(ctx context.Context, opts *eth2api.ProposalOpts) (*e
 		Signature: opts.RandaoReveal,
 	}
 
-	duty := core.NewRandaoDuty(uint64(opts.Slot))
 	parSig := core.NewPartialSignedRandao(sigEpoch.Epoch, sigEpoch.Signature, c.shareIdx)
 
 	// Verify randao signature
@@ -795,6 +817,14 @@ func (c Component) BeaconCommitteeSelections(ctx context.Context, opts *eth2api.
 // AggregateAttestation returns the aggregate attestation for the given attestation root.
 // It does a blocking query to DutyAggregator unsigned data from dutyDB.
 func (c Component) AggregateAttestation(ctx context.Context, opts *eth2api.AggregateAttestationOpts) (*eth2api.Response[*eth2spec.VersionedAttestation], error) {
+	var span trace.Span
+
+	duty := core.NewAggregatorDuty(uint64(opts.Slot))
+	ctx, span = core.StartDutyTrace(ctx, duty, "core/validatorapi.AggregateAttestation")
+
+	span.SetAttributes(attribute.Int64("committee_index", int64(opts.CommitteeIndex)))
+	defer span.End()
+
 	aggAtt, err := c.awaitAggAttFunc(ctx, uint64(opts.Slot), opts.AttestationDataRoot)
 	if err != nil {
 		return nil, err
@@ -807,6 +837,13 @@ func (c Component) AggregateAttestation(ctx context.Context, opts *eth2api.Aggre
 // - It verifies partial signature on AggregateAndProof.
 // - It then calls all the subscribers for further steps on partially signed aggregate and proof.
 func (c Component) SubmitAggregateAttestations(ctx context.Context, opts *eth2api.SubmitAggregateAttestationsOpts) error {
+	var span trace.Span
+
+	ctx, span = tracer.Start(ctx, "core/validatorapi.SubmitAggregateAttestations")
+
+	span.SetAttributes(attribute.Int("num_aggregates", len(opts.SignedAggregateAndProofs)))
+	defer span.End()
+
 	aggsAndProofs := opts.SignedAggregateAndProofs
 
 	vals, err := c.eth2Cl.ActiveValidators(ctx)
@@ -1071,6 +1108,13 @@ func (c Component) SyncCommitteeSelections(ctx context.Context, opts *eth2api.Sy
 
 // ProposerDuties obtains proposer duties for the given options.
 func (c Component) ProposerDuties(ctx context.Context, opts *eth2api.ProposerDutiesOpts) (*eth2api.Response[[]*eth2v1.ProposerDuty], error) {
+	var span trace.Span
+
+	ctx, span = tracer.Start(ctx, "core/validatorapi.ProposerDuties")
+
+	span.SetAttributes(attribute.Int64("epoch", int64(opts.Epoch)))
+	defer span.End()
+
 	eth2Resp, err := c.eth2Cl.ProposerDuties(ctx, opts)
 	if err != nil {
 		return nil, err
@@ -1097,6 +1141,13 @@ func (c Component) ProposerDuties(ctx context.Context, opts *eth2api.ProposerDut
 }
 
 func (c Component) AttesterDuties(ctx context.Context, opts *eth2api.AttesterDutiesOpts) (*eth2api.Response[[]*eth2v1.AttesterDuty], error) {
+	var span trace.Span
+
+	ctx, span = tracer.Start(ctx, "core/validatorapi.AttesterDuties")
+
+	span.SetAttributes(attribute.Int64("epoch", int64(opts.Epoch)))
+	defer span.End()
+
 	eth2Resp, err := c.eth2Cl.AttesterDuties(ctx, opts)
 	if err != nil {
 		return nil, err
@@ -1148,6 +1199,13 @@ func (c Component) SyncCommitteeDuties(ctx context.Context, opts *eth2api.SyncCo
 }
 
 func (c Component) Validators(ctx context.Context, opts *eth2api.ValidatorsOpts) (*eth2api.Response[map[eth2p0.ValidatorIndex]*eth2v1.Validator], error) {
+	var span trace.Span
+
+	ctx, span = tracer.Start(ctx, "core/validatorapi.Validators")
+
+	span.SetAttributes(attribute.String("state", opts.State))
+	defer span.End()
+
 	if len(opts.PubKeys) == 0 && len(opts.Indices) == 0 {
 		// fetch all validators
 		eth2Resp, err := c.eth2Cl.Validators(ctx, opts)
diff --git a/docs/metrics.md b/docs/metrics.md
index fa33695a3..4dcd87fda 100644
--- a/docs/metrics.md
+++ b/docs/metrics.md
@@ -54,7 +54,7 @@ when storing metrics from multiple nodes or clusters in one Prometheus instance.
 | `core_consensus_duration_seconds` | Histogram | Duration of the consensus process by protocol, duty, and timer | `protocol, duty, timer` |
 | `core_consensus_error_total` | Counter | Total count of consensus errors by protocol | `protocol` |
 | `core_consensus_timeout_total` | Counter | Total count of consensus timeouts by protocol, duty, and timer | `protocol, duty, timer` |
-| `core_fetcher_proposal_blinded` | Gauge | Whether the fetched proposal was blinded (1) or local (0) |  |
+| `core_fetcher_proposal_blinded` | Gauge | Whether the fetched proposal was blinded (1) or local (2) |  |
 | `core_parsigdb_exit_total` | Counter | Total number of partially signed voluntary exits per public key | `pubkey` |
 | `core_scheduler_current_epoch` | Gauge | The current epoch |  |
 | `core_scheduler_current_slot` | Gauge | The current slot |  |