diff --git a/internal/observabilityproxy/logsparams.go b/internal/observabilityproxy/logsparams.go
new file mode 100644
index 000000000..cca53e62d
--- /dev/null
+++ b/internal/observabilityproxy/logsparams.go
@@ -0,0 +1,314 @@
+/*
+Copyright 2026 The Cozystack Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package observabilityproxy
+
+import (
+	"fmt"
+	"net/http"
+	"net/url"
+	"regexp"
+	"strconv"
+	"strings"
+	"time"
+)
+
+// LogsLimits bound what one logs request may make vlselect do.
+type LogsLimits struct {
+	DefaultRange  time.Duration
+	MaxRange      time.Duration
+	MaxBuckets    int
+	DefaultLimit  int
+	MaxLimit      int
+	MaxTailResume time.Duration
+}
+
+// tailOffset is vlselect's default tail offset. The proxy never forwards a
+// client offset, so the resume arithmetic can rely on this value.
+const tailOffset = 5 * time.Second
+
+const maxHitsFields = 10
+
+var logsEndpoints = map[string]bool{
+	"query": true, "hits": true, "stats_query_range": true, "tail": true,
+	"field_values": true, "stream_field_values": true, "facets": true,
+}
+
+// BuildLogsParams rebuilds the upstream parameters from scratch: only the
+// allowlisted parameters of the endpoint are read from the client, and the
+// namespace scope is added as the only extra_stream_filters value.
+// VictoriaLogs ANDs extra_stream_filters into the query and every subquery
+// (union, join, in()), which is what lets the query itself pass through
+// unparsed.
+func BuildLogsParams(endpoint string, in url.Values, namespace string, now time.Time, lim LogsLimits) (url.Values, *HTTPError) {
+	if !logsEndpoints[endpoint] {
+		return nil, errorf(http.StatusNotFound, "not found")
+	}
+	query := in.Get("query")
+	if query == "" {
+		query = "*"
+	}
+	// The option lifts the time window this function enforces, and on tail
+	// it rescans the whole retention every tick.
+	if strings.Contains(strings.ToLower(query), "ignore_global_time_filter") {
+		return nil, errorf(http.StatusBadRequest, "ignore_global_time_filter is not allowed")
+	}
+	out := url.Values{}
+	out.Set("query", query)
+	out.Set("extra_stream_filters", "{kubernetes_namespace_name="+strconv.Quote(namespace)+"}")
+
+	if endpoint == "tail" {
+		return out, tailParams(in, out, now, lim)
+	}
+
+	start, end, herr := window(in, now, lim)
+	if herr != nil {
+		return nil, herr
+	}
+	out.Set("start", start.Format(time.RFC3339Nano))
+	out.Set("end", end.Format(time.RFC3339Nano))
+
+	switch endpoint {
+	case "query":
+		herr = setLimit(out, in, "limit", lim.DefaultLimit, lim.MaxLimit)
+	case "hits":
+		if herr = setStep(out, in, end.Sub(start), lim); herr != nil {
+			return nil, herr
+		}
+		fields := in["field"]
+		if len(fields) > maxHitsFields {
+			return nil, errorf(http.StatusBadRequest, "at most %d field parameters are allowed", maxHitsFields)
+		}
+		for _, f := range fields {
+			if f != "" {
+				out.Add("field", f)
+			}
+		}
+		if in.Has("fields_limit") {
+			herr = setLimit(out, in, "fields_limit", 0, lim.MaxLimit)
+		}
+	case "stats_query_range":
+		herr = setStep(out, in, end.Sub(start), lim)
+	case "field_values", "stream_field_values":
+		if in.Get("field") == "" {
+			return nil, errorf(http.StatusBadRequest, "field is required")
+		}
+		out.Set("field", in.Get("field"))
+		if f := in.Get("filter"); f != "" {
+			out.Set("filter", f)
+		}
+		herr = setLimit(out, in, "limit", lim.DefaultLimit, lim.MaxLimit)
+	case "facets":
+		for _, k := range []string{"limit", "max_values_per_field", "max_value_len"} {
+			if k == "limit" || in.Has(k) {
+				if herr = setLimit(out, in, k, lim.DefaultLimit, lim.MaxLimit); herr != nil {
+					return nil, herr
+				}
+			}
+		}
+		if v := in.Get("keep_const_fields"); v == "1" || v == "true" {
+			out.Set("keep_const_fields", "1")
+		}
+	}
+	if herr != nil {
+		return nil, herr
+	}
+	return out, nil
+}
+
+// window derives a finite [start, end]: VictoriaLogs otherwise starts at
+// the oldest stored entry and scans the whole retention.
+func window(in url.Values, now time.Time, lim LogsLimits) (time.Time, time.Time, *HTTPError) {
+	end := now
+	if v := in.Get("end"); v != "" {
+		t, err := parseTime(v, now)
+		if err != nil {
+			return time.Time{}, time.Time{}, errorf(http.StatusBadRequest, "invalid end: %v", err)
+		}
+		end = t
+	}
+	start := end.Add(-lim.DefaultRange)
+	if v := in.Get("start"); v != "" {
+		t, err := parseTime(v, now)
+		if err != nil {
+			return time.Time{}, time.Time{}, errorf(http.StatusBadRequest, "invalid start: %v", err)
+		}
+		start = t
+	}
+	if start.After(end) {
+		return time.Time{}, time.Time{}, errorf(http.StatusBadRequest, "start is after end")
+	}
+	if end.Sub(start) > lim.MaxRange {
+		start = end.Add(-lim.MaxRange)
+	}
+	return start.UTC(), end.UTC(), nil
+}
+
+// setStep raises step so that hits and stats_query_range, which return one
+// bucket per step, return at most MaxBuckets buckets over the window.
+func setStep(out, in url.Values, span time.Duration, lim LogsLimits) *HTTPError {
+	minStep := max((span+time.Duration(lim.MaxBuckets)-1)/time.Duration(lim.MaxBuckets), time.Second)
+	step := minStep
+	if v := in.Get("step"); v != "" {
+		d, err := parseDuration(v)
+		if err != nil || d <= 0 {
+			return errorf(http.StatusBadRequest, "invalid step %q", v)
+		}
+		step = max(d, minStep)
+	}
+	out.Set("step", formatDuration(step))
+	return nil
+}
+
+func setLimit(out, in url.Values, key string, def, maxv int) *HTTPError {
+	n := def
+	if v := in.Get(key); v != "" {
+		parsed, err := strconv.Atoi(v)
+		if err != nil || parsed <= 0 {
+			return errorf(http.StatusBadRequest, "invalid %s %q", key, v)
+		}
+		n = parsed
+	}
+	out.Set(key, strconv.Itoa(min(n, maxv)))
+	return nil
+}
+
+// tailParams turns a resume point into a capped start_offset. A reconnect
+// older than the cap resumes at the cap; the gap needs a historical query.
+func tailParams(in, out url.Values, now time.Time, lim LogsLimits) *HTTPError {
+	var start, end time.Time
+	for _, k := range []string{"start", "end"} {
+		v := in.Get(k)
+		if v == "" {
+			continue
+		}
+		t, err := parseTime(v, now)
+		if err != nil {
+			return errorf(http.StatusBadRequest, "invalid %s: %v", k, err)
+		}
+		out.Set(k, t.UTC().Format(time.RFC3339Nano))
+		if k == "start" {
+			start = t
+		} else {
+			end = t
+		}
+	}
+	if !start.IsZero() && !end.IsZero() && start.After(end) {
+		return errorf(http.StatusBadRequest, "start is after end")
+	}
+
+	since, offset := in.Get("since"), in.Get("start_offset")
+	var d time.Duration
+	switch {
+	case since != "" && offset != "":
+		return errorf(http.StatusBadRequest, "since and start_offset are mutually exclusive")
+	case since != "":
+		t, err := parseTime(since, now)
+		if err != nil {
+			return errorf(http.StatusBadRequest, "invalid since: %v", err)
+		}
+		d = now.Add(-tailOffset).Sub(t)
+	case offset != "":
+		parsed, err := parseDuration(offset)
+		if err != nil {
+			return errorf(http.StatusBadRequest, "invalid start_offset %q", offset)
+		}
+		d = parsed
+	default:
+		return nil
+	}
+	out.Set("start_offset", formatDuration(min(max(d, 0), lim.MaxTailResume)))
+	return nil
+}
+
+// formatDuration writes whole milliseconds, a form every VictoriaLogs
+// duration parser accepts.
+func formatDuration(d time.Duration) string {
+	return fmt.Sprintf("%dms", d.Milliseconds())
+}
+
+var durationToken = regexp.MustCompile(`^(\d+(?:\.\d+)?)(ms|s|m|h|d|w|y)`)
+
+var durationUnits = map[string]time.Duration{
+	"ms": time.Millisecond, "s": time.Second, "m": time.Minute, "h": time.Hour,
+	"d": 24 * time.Hour, "w": 7 * 24 * time.Hour, "y": 365 * 24 * time.Hour,
+}
+
+// parseDuration accepts the LogsQL duration forms (1h30m, 1d, 2w) and bare
+// seconds; Go's parser knows neither d nor w.
+func parseDuration(s string) (time.Duration, error) {
+	if f, err := strconv.ParseFloat(s, 64); err == nil {
+		if f < 0 {
+			return 0, fmt.Errorf("negative duration %q", s)
+		}
+		return time.Duration(f * float64(time.Second)), nil
+	}
+	if s == "" {
+		return 0, fmt.Errorf("empty duration")
+	}
+	var total time.Duration
+	for rest := s; rest != ""; {
+		m := durationToken.FindStringSubmatch(rest)
+		if m == nil {
+			return 0, fmt.Errorf("invalid duration %q", s)
+		}
+		f, _ := strconv.ParseFloat(m[1], 64)
+		total += time.Duration(f * float64(durationUnits[m[2]]))
+		rest = rest[len(m[0]):]
+	}
+	return total, nil
+}
+
+// parseTime accepts "now", unix seconds with an optional fraction, RFC3339,
+// and a duration meaning that long before now (VictoriaLogs' "start=3h").
+// Anything else is refused rather than guessed, since a misread timestamp
+// silently moves the window.
+func parseTime(s string, now time.Time) (time.Time, error) {
+	if s == "now" {
+		return now, nil
+	}
+	if sec, frac, ok := strings.Cut(s, "."); isDigits(sec) && (!ok || isDigits(frac)) {
+		secs, err := strconv.ParseInt(sec, 10, 64)
+		if err != nil {
+			return time.Time{}, err
+		}
+		var nanos int64
+		if ok {
+			frac = (frac + "000000000")[:9]
+			nanos, _ = strconv.ParseInt(frac, 10, 64)
+		}
+		return time.Unix(secs, nanos), nil
+	}
+	if t, err := time.Parse(time.RFC3339Nano, s); err == nil {
+		return t, nil
+	}
+	if d, err := parseDuration(s); err == nil {
+		return now.Add(-d), nil
+	}
+	return time.Time{}, fmt.Errorf("unsupported time %q", s)
+}
+
+func isDigits(s string) bool {
+	if s == "" {
+		return false
+	}
+	for _, r := range s {
+		if r < '0' || r > '9' {
+			return false
+		}
+	}
+	return true
+}
diff --git a/internal/observabilityproxy/logsparams_test.go b/internal/observabilityproxy/logsparams_test.go
new file mode 100644
index 000000000..1ebc03fd9
--- /dev/null
+++ b/internal/observabilityproxy/logsparams_test.go
@@ -0,0 +1,272 @@
+/*
+Copyright 2026 The Cozystack Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package observabilityproxy
+
+import (
+	"net/http"
+	"net/url"
+	"sort"
+	"strings"
+	"testing"
+	"time"
+)
+
+var testNow = time.Date(2026, 11, 4, 12, 0, 0, 0, time.UTC)
+
+func testLimits() LogsLimits {
+	return LogsLimits{
+		DefaultRange:  time.Hour,
+		MaxRange:      7 * 24 * time.Hour,
+		MaxBuckets:    1000,
+		DefaultLimit:  1000,
+		MaxLimit:      5000,
+		MaxTailResume: 15 * time.Minute,
+	}
+}
+
+const wantScope = `{kubernetes_namespace_name="tenant-a"}`
+
+func build(t *testing.T, endpoint string, in url.Values) url.Values {
+	t.Helper()
+	out, err := BuildLogsParams(endpoint, in, "tenant-a", testNow, testLimits())
+	if err != nil {
+		t.Fatalf("BuildLogsParams(%s, %v) error: %v", endpoint, in, err)
+	}
+	return out
+}
+
+func buildErr(t *testing.T, endpoint string, in url.Values) *HTTPError {
+	t.Helper()
+	out, err := BuildLogsParams(endpoint, in, "tenant-a", testNow, testLimits())
+	if err == nil {
+		t.Fatalf("BuildLogsParams(%s, %v) = %v, want error", endpoint, in, out)
+	}
+	return err
+}
+
+func TestBuildLogsParamsAllowlist(t *testing.T) {
+	allowed := map[string][]string{
+		"query":               {"query", "start", "end", "limit"},
+		"hits":                {"query", "start", "end", "step", "field", "fields_limit"},
+		"stats_query_range":   {"query", "start", "end", "step"},
+		"field_values":        {"query", "start", "end", "field", "limit", "filter"},
+		"stream_field_values": {"query", "start", "end", "field", "limit", "filter"},
+		"facets":              {"query", "start", "end", "limit", "max_values_per_field", "max_value_len", "keep_const_fields"},
+		"tail":                {"query", "start", "end", "start_offset"},
+	}
+	hostile := url.Values{
+		"extra_filters":        {`{kubernetes_namespace_name="tenant-b"}`},
+		"extra_filters[]":      {`kubernetes_namespace_name:~".*"`},
+		"extra_stream_filters": {`{kubernetes_namespace_name=~".*"}`},
+		"AccountID":            {"7"},
+		"ProjectID":            {"7"},
+		"tenant":               {"tenant-b"},
+		"offset":               {"1h"},
+		"refresh_interval":     {"1ms"},
+		"ignore_pipes":         {"1"},
+		"format":               {"csv"},
+		"timeout":              {"1h"},
+		"query":                {"error"},
+		"field":                {"kubernetes_pod_name"},
+		"filter":               {"api"},
+		"keep_const_fields":    {"1"},
+		"since":                {"2026-11-04T11:59:00Z"},
+	}
+	for endpoint, keys := range allowed {
+		t.Run(endpoint, func(t *testing.T) {
+			out := build(t, endpoint, hostile)
+			want := map[string]bool{"extra_stream_filters": true}
+			for _, k := range keys {
+				want[k] = true
+			}
+			for k := range out {
+				if !want[k] {
+					t.Errorf("forwarded non-allowlisted parameter %q", k)
+				}
+			}
+			if got := out["extra_stream_filters"]; len(got) != 1 || got[0] != wantScope {
+				t.Errorf("extra_stream_filters = %q, want exactly [%s]", got, wantScope)
+			}
+			if _, ok := out["extra_filters"]; ok {
+				t.Error("extra_filters forwarded")
+			}
+		})
+	}
+}
+
+func TestBuildLogsParamsRejects(t *testing.T) {
+	tests := []struct {
+		name     string
+		endpoint string
+		in       url.Values
+		code     int
+	}{
+		{"unknown endpoint", "tenant_ids", url.Values{}, http.StatusNotFound},
+		{"stats_query is not proxied", "stats_query", url.Values{}, http.StatusNotFound},
+		{"ignore_global_time_filter", "query", url.Values{"query": {`* options(ignore_global_time_filter=true)`}}, http.StatusBadRequest},
+		{"ignore_global_time_filter in subquery", "hits", url.Values{"query": {`* | union (options(ignore_global_time_filter=true) error)`}}, http.StatusBadRequest},
+		{"ignore_global_time_filter on tail", "tail", url.Values{"query": {`options(IGNORE_GLOBAL_TIME_FILTER=true) *`}}, http.StatusBadRequest},
+		{"inverted range", "query", url.Values{"start": {"2026-11-04T11:00:00Z"}, "end": {"2026-11-04T10:00:00Z"}}, http.StatusBadRequest},
+		{"inverted range on tail", "tail", url.Values{"start": {"2026-11-04T11:00:00Z"}, "end": {"2026-11-04T10:00:00Z"}}, http.StatusBadRequest},
+		{"bad start", "query", url.Values{"start": {"yesterday"}}, http.StatusBadRequest},
+		{"bad limit", "query", url.Values{"limit": {"-1"}}, http.StatusBadRequest},
+		{"zero limit", "query", url.Values{"limit": {"0"}}, http.StatusBadRequest},
+		{"bad step", "hits", url.Values{"step": {"0s"}}, http.StatusBadRequest},
+		{"field required", "field_values", url.Values{}, http.StatusBadRequest},
+		{"too many hits fields", "hits", url.Values{"field": strings.Fields("a b c d e f g h i j k")}, http.StatusBadRequest},
+		{"since and start_offset", "tail", url.Values{"since": {"2026-11-04T11:59:00Z"}, "start_offset": {"1m"}}, http.StatusBadRequest},
+		{"bad since", "tail", url.Values{"since": {"soon"}}, http.StatusBadRequest},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if err := buildErr(t, tt.endpoint, tt.in); err.Code != tt.code {
+				t.Fatalf("code = %d (%s), want %d", err.Code, err.Message, tt.code)
+			}
+		})
+	}
+}
+
+// VictoriaLogs propagates extra_stream_filters into every subquery
+// (docs.victoriametrics.com/victorialogs/querying/), so union and in()
+// queries are forwarded verbatim with the scope beside them.
+func TestBuildLogsParamsSubqueriesKeepScope(t *testing.T) {
+	for _, q := range []string{
+		`* | union ({kubernetes_namespace_name="tenant-b"})`,
+		`_stream_id:in({kubernetes_namespace_name="tenant-b"} | fields _stream_id)`,
+	} {
+		out := build(t, "query", url.Values{"query": {q}})
+		if out.Get("query") != q || out.Get("extra_stream_filters") != wantScope {
+			t.Errorf("query %q forwarded as %v", q, out)
+		}
+	}
+}
+
+func TestBuildLogsParamsWindow(t *testing.T) {
+	ts := func(s string) string {
+		v, err := time.Parse(time.RFC3339, s)
+		if err != nil {
+			t.Fatal(err)
+		}
+		return v.UTC().Format(time.RFC3339Nano)
+	}
+	tests := []struct {
+		name               string
+		in                 url.Values
+		wantStart, wantEnd string
+	}{
+		{"defaults", url.Values{}, ts("2026-11-04T11:00:00Z"), ts("2026-11-04T12:00:00Z")},
+		{"start only", url.Values{"start": {"2026-11-04T09:00:00Z"}}, ts("2026-11-04T09:00:00Z"), ts("2026-11-04T12:00:00Z")},
+		{"end only", url.Values{"end": {"2026-11-03T00:00:00Z"}}, ts("2026-11-02T23:00:00Z"), ts("2026-11-03T00:00:00Z")},
+		{"unix seconds", url.Values{"start": {"1793786400"}, "end": {"1793788200.5"}}, "2026-11-04T10:00:00Z", "2026-11-04T10:30:00.5Z"},
+		{"relative", url.Values{"start": {"3h"}, "end": {"now"}}, ts("2026-11-04T09:00:00Z"), ts("2026-11-04T12:00:00Z")},
+		{"relative days", url.Values{"start": {"1d"}}, ts("2026-11-03T12:00:00Z"), ts("2026-11-04T12:00:00Z")},
+		{"over-wide clamped", url.Values{"start": {"2026-01-01T00:00:00Z"}}, ts("2026-10-28T12:00:00Z"), ts("2026-11-04T12:00:00Z")},
+		{"empty range allowed", url.Values{"start": {"2026-11-04T10:00:00Z"}, "end": {"2026-11-04T10:00:00Z"}}, ts("2026-11-04T10:00:00Z"), ts("2026-11-04T10:00:00Z")},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			for _, endpoint := range []string{"query", "hits", "stats_query_range", "facets"} {
+				out := build(t, endpoint, tt.in)
+				if out.Get("start") != tt.wantStart || out.Get("end") != tt.wantEnd {
+					t.Errorf("%s: window = [%s, %s], want [%s, %s]", endpoint, out.Get("start"), out.Get("end"), tt.wantStart, tt.wantEnd)
+				}
+			}
+		})
+	}
+}
+
+func TestBuildLogsParamsStepAndLimit(t *testing.T) {
+	day := url.Values{"start": {"2026-11-03T12:00:00Z"}}
+	with := func(base url.Values, k, v string) url.Values {
+		c := url.Values{}
+		for key, vals := range base {
+			c[key] = vals
+		}
+		c.Set(k, v)
+		return c
+	}
+	// 24h over at most 1000 buckets is 86.4s.
+	if got := build(t, "hits", with(day, "step", "1s")).Get("step"); got != "86400ms" {
+		t.Errorf("tiny step = %s, want clamped to 86400ms", got)
+	}
+	if got := build(t, "stats_query_range", with(day, "step", "1h")).Get("step"); got != "3600000ms" {
+		t.Errorf("1h step = %s", got)
+	}
+	if got := build(t, "stats_query_range", with(day, "step", "1w")).Get("step"); got != "604800000ms" {
+		t.Errorf("1w step = %s", got)
+	}
+	if got := build(t, "hits", day).Get("step"); got != "86400ms" {
+		t.Errorf("omitted step = %s, want the bucket-bounded minimum", got)
+	}
+	if got := build(t, "hits", url.Values{"start": {"2026-11-04T11:59:59Z"}}).Get("step"); got != "1000ms" {
+		t.Errorf("omitted step on a tiny window = %s, want 1000ms floor", got)
+	}
+
+	if got := build(t, "query", url.Values{}).Get("limit"); got != "1000" {
+		t.Errorf("default limit = %s", got)
+	}
+	if got := build(t, "query", url.Values{"limit": {"10"}}).Get("limit"); got != "10" {
+		t.Errorf("limit = %s", got)
+	}
+	for _, endpoint := range []string{"query", "field_values", "facets"} {
+		in := url.Values{"limit": {"1000000"}, "field": {"f"}}
+		if got := build(t, endpoint, in).Get("limit"); got != "5000" {
+			t.Errorf("%s: limit = %s, want clamped to 5000", endpoint, got)
+		}
+	}
+	facets := build(t, "facets", url.Values{"max_values_per_field": {"99999"}, "max_value_len": {"99999"}})
+	if facets.Get("max_values_per_field") != "5000" || facets.Get("max_value_len") != "5000" {
+		t.Errorf("facets caps not clamped: %v", facets)
+	}
+	hits := build(t, "hits", url.Values{"field": {"b", "a"}, "fields_limit": {"99999"}})
+	fields := hits["field"]
+	sort.Strings(fields)
+	if strings.Join(fields, ",") != "a,b" || hits.Get("fields_limit") != "5000" {
+		t.Errorf("hits fields = %v", hits)
+	}
+}
+
+func TestBuildLogsParamsTail(t *testing.T) {
+	tests := []struct {
+		name string
+		in   url.Values
+		want string
+	}{
+		{"live only", url.Values{}, ""},
+		// now - 5s tail offset - since = 55s
+		{"since within cap", url.Values{"since": {"2026-11-04T11:59:00Z"}}, "55000ms"},
+		{"since older than cap", url.Values{"since": {"2026-11-04T08:00:00Z"}}, "900000ms"},
+		{"since in the future", url.Values{"since": {"2026-11-04T13:00:00Z"}}, "0ms"},
+		{"start_offset within cap", url.Values{"start_offset": {"2m"}}, "120000ms"},
+		{"start_offset over cap", url.Values{"start_offset": {"30d"}}, "900000ms"},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			out := build(t, "tail", tt.in)
+			if got := out.Get("start_offset"); got != tt.want {
+				t.Errorf("start_offset = %q, want %q", got, tt.want)
+			}
+			if out.Has("start") || out.Has("end") || out.Has("limit") {
+				t.Errorf("tail got a derived window or limit: %v", out)
+			}
+		})
+	}
+	out := build(t, "tail", url.Values{"start": {"2026-11-04T11:00:00Z"}})
+	if out.Get("start") != "2026-11-04T11:00:00Z" {
+		t.Errorf("tail start = %q, want the client value ANDed into each tick", out.Get("start"))
+	}
+}