feat(cli): add track outline cache warmer

Spike: existing TUI prefetch stored outlines under time.Now().Year(), so the CLI uses a new explicit year-aware prefetch path and the TUI wrapper now derives the year from meetings when available.

cmd/main.go

@@ -27,6 +27,7 @@ func main() {
 	ingestMeeting := flag.Int("ingest-meeting", 0, "Ingest meeting metadata and Race Hub datasets for all sessions")
 	ingestSession := flag.Int("ingest-session", 0, "Ingest Race Hub datasets for a session key")
 	ingestNews := flag.Bool("ingest-news", false, "Refresh RSS/Atom paddock briefing feeds")
+	prefetchTrackOutlines := flag.Int("prefetch-track-outlines", 0, "Warm the web track-outline cache for a season year (for web-only hosts, run before --web so /api/v1/track-outline can serve live maps)")
 	dryRun := flag.Bool("dry-run", false, "Preview ingestion without writing domain rows")
 	force := flag.Bool("force", false, "Re-ingest datasets even if already tracked in the session_coverage table as completed")
 	coverageYear := flag.Int("coverage", 0, "Show season coverage report for the given year")
@@ -76,11 +77,21 @@ func main() {
 	if *ingestNews {
 		ingestFlags++
 	}
+	if *prefetchTrackOutlines != 0 {
+		ingestFlags++
+	}
 	if ingestFlags > 0 {
 		if ingestFlags > 1 {
-			fmt.Fprintln(os.Stderr, "box-box: only one of --ingest-year, --backfill-season, --ingest-meeting, --ingest-session, or --ingest-news may be set")
+			fmt.Fprintln(os.Stderr, "box-box: only one of --ingest-year, --backfill-season, --ingest-meeting, --ingest-session, --ingest-news, or --prefetch-track-outlines may be set")
 			os.Exit(1)
 		}
+		if *prefetchTrackOutlines != 0 {
+			if err := runTrackOutlinePrefetch(client, *prefetchTrackOutlines); err != nil {
+				fmt.Fprintf(os.Stderr, "box-box track outline prefetch error: %v\n", err)
+				os.Exit(1)
+			}
+			return
+		}
 		if *ingestNews {
 			if err := runNewsIngestion(*dryRun, *dbPath); err != nil {
 				fmt.Fprintf(os.Stderr, "box-box ingest error: %v\n", err)
@@ -88,7 +99,7 @@ func main() {
 			}
 			return
 		}
-		
+
 		yearVal := *ingestYear
 		if *backfillSeason != 0 {
 			yearVal = *backfillSeason
@@ -174,6 +185,35 @@ func runIngestion(client *api.OpenF1Client, year, meetingKey, sessionKey int, fo
 	return err
 }
 
+func runTrackOutlinePrefetch(client *api.OpenF1Client, year int) error {
+	log.SetOutput(os.Stderr)
+
+	fmt.Fprintf(os.Stderr, "track outlines: warming HTTP cache %s for %d\n", api.DefaultCacheDBPath(), year)
+
+	meetings, err := client.GetMeetingsForYear(year)
+	if err != nil {
+		return fmt.Errorf("fetch meetings for %d: %w", year, err)
+	}
+
+	result := client.PrefetchTrackOutlinesForYear(year, meetings)
+	fmt.Printf(
+		"track outlines %d: cached %d/%d unique circuit(s) before, %d/%d after; %d skipped, %d fetched, %d failed\n",
+		result.Year,
+		result.CachedBefore,
+		result.UniqueCircuits,
+		result.CachedAfter,
+		result.UniqueCircuits,
+		result.Skipped,
+		result.Fetched,
+		result.Failed,
+	)
+
+	if result.CachedAfter == 0 {
+		return fmt.Errorf("cached zero track outlines for %d", year)
+	}
+	return nil
+}
+
 func runNewsIngestion(dryRun bool, dbPath string) error {
 	log.SetOutput(os.Stderr)
 
@@ -275,7 +315,7 @@ func runCoverageReport(year int, dbPath string) error {
 	}
 
 	fmt.Printf("\n--- Season %d Coverage Report ---\n\n", year)
-	fmt.Printf("%-35s | %-5s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s\n", 
+	fmt.Printf("%-35s | %-5s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s | %-2s\n",
 		"Meeting / Session (Key)", "ID", "DR", "SR", "SG", "ST", "PS", "PO", "RC", "WE", "LA")
 	fmt.Println(strings.Repeat("-", 82))
 

frontend/src/components/CompareView.tsx

@@ -1,4 +1,4 @@
-import { useEffect, useMemo, useState } from 'react'
+import { useEffect, useMemo, useRef, useState } from 'react'
 import { useQuery } from '@tanstack/react-query'
 import { fetchLapsComparison, fetchTelemetry } from '../api'
 import {
@@ -57,16 +57,23 @@ export function CompareView({ sessionKey, results, drivers }: Props) {
     [results, drivers],
   )
 
+  const previousSessionKey = useRef(sessionKey)
   const [driverA, setDriverA] = useState<number | null>(initialPair?.[0] ?? null)
   const [driverB, setDriverB] = useState<number | null>(initialPair?.[1] ?? null)
 
   useEffect(() => {
+    if (previousSessionKey.current !== sessionKey) {
+      previousSessionKey.current = sessionKey
+      setDriverA(initialPair?.[0] ?? null)
+      setDriverB(initialPair?.[1] ?? null)
+      return
+    }
+
     if (driverA != null && driverB != null) return
-    const pair = defaultCompareDriverNumbers(results, drivers)
-    if (!pair) return
-    setDriverA(pair[0])
-    setDriverB(pair[1])
-  }, [results, drivers, driverA, driverB])
+    if (!initialPair) return
+    setDriverA(initialPair[0])
+    setDriverB(initialPair[1])
+  }, [sessionKey, initialPair, driverA, driverB])
 
   const pair = useMemo((): [number, number] | null => {
     if (driverA == null || driverB == null || driverA === driverB) return null

frontend/src/components/Meaning.tsx

@@ -0,0 +1,26 @@
+import type { ReactNode } from 'react'
+import '../styles/meaning.css'
+
+export interface MeaningProps {
+  value: ReactNode
+  meaning?: string | null
+  /** Long-form explanation for the native tooltip; falls back to meaning. */
+  title?: string | null
+  tone?: 'good' | 'bad' | 'neutral' | 'warn'
+}
+
+export function Meaning({ value, meaning, title, tone }: MeaningProps) {
+  if (!meaning) {
+    return <>{value}</>
+  }
+
+  const tooltip = title ?? meaning
+  const toneClass = tone ? `meaning-caption--${tone}` : ''
+
+  return (
+    <span className="meaning" title={tooltip}>
+      <span className="meaning-value">{value}</span>
+      <span className={`meaning-caption ${toneClass}`.trim()}>{meaning}</span>
+    </span>
+  )
+}

frontend/src/components/live/TimingTower.tsx

@@ -12,6 +12,9 @@ import {
   tyreLabel,
 } from '../../lib/live'
 import type { GapHistoryMap } from '../../lib/gapHistory'
+import { parseIntervalSeconds } from '../../lib/gapHistory'
+import { intervalMeaning } from '../../lib/meaning'
+import { Meaning } from '../Meaning'
 import { GapSparkline } from './GapSparkline'
 import { StintHistory } from './StintHistory'
 import { Pin } from 'lucide-react'
@@ -100,7 +103,11 @@ export function TimingTower({
             const showCutoffAfter = row.Position === sessionDisplay.cutoffPosition
 
             const gapText = gapMode === 'interval' && isRace ? (driver.Interval || driver.GapToLeader) : driver.GapToLeader
-            
+            const intervalAnnotation =
+              gapMode === 'interval' && isRace && row.Position > 1
+                ? intervalMeaning(parseIntervalSeconds(gapText))
+                : null
+
             const renderSector = (idx: number) => {
               const sec = driver.Sectors?.[idx]
               if (!sec) return '-'
@@ -149,7 +156,14 @@ export function TimingTower({
                   <td className={driver.LastLapOB ? 'mono lap-ob' : driver.LastLapPB ? 'mono lap-pb' : 'mono'}>
                     {driver.LastLapTime || '-'}
                   </td>
-                  <td className="mono">{gapText || '-'}</td>
+                  <td className="mono">
+                    <Meaning
+                      value={gapText || '-'}
+                      meaning={intervalAnnotation?.caption}
+                      title={intervalAnnotation?.title}
+                      tone={intervalAnnotation?.tone}
+                    />
+                  </td>
                   
                   {isRace && (
                     <td className="spark-cell">

frontend/src/components/live/TyreDegPanel.tsx

@@ -13,6 +13,8 @@ import {
   recordStintSamples,
   stintInputFromRow,
 } from '../../lib/tyredeg'
+import { tyreAgeMeaning } from '../../lib/meaning'
+import { Meaning } from '../Meaning'
 import '../../styles/tyredeg.css'
 
 const TOP_DRIVER_COUNT = 10
@@ -92,12 +94,20 @@ export function TyreDegPanel({ rows, sessionType, pinned }: Props) {
           {visible.map((row) => {
             const model = degradationModel(stints[row.RacingNumber]?.samples ?? [])
             const rejoin = isRace ? estimatePitRejoin(rows, row.RacingNumber) : null
+            const ageAnnotation = tyreAgeMeaning(row.Tyre?.Compound, row.Tyre?.Age)
             return (
               <div className="tyredeg-row" key={row.RacingNumber} data-testid="tyredeg-row">
                 <span className="tyredeg-pos mono">P{row.Position}</span>
                 <span className="drv-bar" style={{ background: teamColor(row.Info?.TeamColour) }} />
                 <span className="drv-code">{driverCode(row)}</span>
-                <span className={`tyre-badge ${compoundClass(row.Tyre?.Compound)}`}>{tyreLabel(row.Tyre)}</span>
+                <span className={`tyre-badge ${compoundClass(row.Tyre?.Compound)}`}>
+                  <Meaning
+                    value={tyreLabel(row.Tyre)}
+                    meaning={ageAnnotation?.caption}
+                    title={ageAnnotation?.title}
+                    tone={ageAnnotation?.tone}
+                  />
+                </span>
                 {model ? (
                   <>
                     <span className={`tyredeg-trend tyredeg-trend-${model.trend}`}>

frontend/src/lib/meaning.ts

@@ -0,0 +1,146 @@
+// Pure interpretation helpers for pairing numbers with their "so-what".
+// Thresholds are exported consts so they are cheap to tune in one place.
+
+import { PIT_LOSS_SECONDS } from './tyredeg'
+
+/** Gaps under this (seconds) are DRS attack range. */
+export const INTERVAL_DRS_MAX_SECONDS = 1.0
+
+/** Lower bound of the undercut window (seconds); contiguous with DRS range. */
+export const INTERVAL_UNDERCUT_MIN_SECONDS = INTERVAL_DRS_MAX_SECONDS
+
+/**
+ * Upper bound of the undercut window (seconds). Kept well below typical pit
+ * loss ({@link PIT_LOSS_SECONDS}s) — only a few seconds matter for strategy.
+ */
+export const INTERVAL_UNDERCUT_MAX_SECONDS = Math.min(3.0, PIT_LOSS_SECONDS / 7)
+
+/**
+ * Rough per-compound cliff lap estimates (dry compounds). Wet/intermediate
+ * values are conservative — deg varies wildly with conditions.
+ */
+export const TYRE_CLIFF_LAPS: Readonly<Record<string, number>> = {
+  SOFT: 18,
+  MEDIUM: 28,
+  HARD: 38,
+  INTERMEDIATE: 20,
+  WET: 15,
+}
+
+/** Default cliff when compound is unknown. */
+export const TYRE_CLIFF_DEFAULT_LAPS = 25
+
+/** Championship max points per race (winner). */
+export const MAX_POINTS_PER_ROUND = 25
+
+export interface MeaningAnnotation {
+  caption: string
+  title: string
+  tone?: 'good' | 'bad' | 'neutral' | 'warn'
+}
+
+function cliffLaps(compound: string | null | undefined): number {
+  if (!compound) return TYRE_CLIFF_DEFAULT_LAPS
+  return TYRE_CLIFF_LAPS[compound.toUpperCase()] ?? TYRE_CLIFF_DEFAULT_LAPS
+}
+
+/**
+ * Interval / gap-to-ahead meaning for the live timing tower.
+ * Returns null for leader gaps, out-of-range values, or unparsable input.
+ */
+export function intervalMeaning(seconds: number | null | undefined): MeaningAnnotation | null {
+  if (seconds == null || !Number.isFinite(seconds) || seconds < 0) return null
+
+  if (seconds < INTERVAL_DRS_MAX_SECONDS) {
+    return {
+      caption: 'DRS range',
+      title: `Within ${INTERVAL_DRS_MAX_SECONDS}s — DRS enabled next straight`,
+      tone: 'good',
+    }
+  }
+
+  if (seconds >= INTERVAL_UNDERCUT_MIN_SECONDS && seconds <= INTERVAL_UNDERCUT_MAX_SECONDS) {
+    return {
+      caption: 'undercut window',
+      title: `${INTERVAL_UNDERCUT_MIN_SECONDS}–${INTERVAL_UNDERCUT_MAX_SECONDS}s — pit now could gain a position (vs ~${PIT_LOSS_SECONDS}s stop)`,
+      tone: 'warn',
+    }
+  }
+
+  return null
+}
+
+/**
+ * Tyre-age meaning for deg / stint panels.
+ */
+export function tyreAgeMeaning(
+  compound: string | null | undefined,
+  age: number | null | undefined,
+): MeaningAnnotation | null {
+  if (age == null || !Number.isFinite(age) || age < 0) return null
+
+  const cliff = cliffLaps(compound)
+  const freshEnd = Math.ceil(cliff * 0.25)
+  const midEnd = Math.ceil(cliff * 0.65)
+
+  if (age <= freshEnd) {
+    return {
+      caption: 'fresh',
+      title: `${age} lap${age === 1 ? '' : 's'} on ${compound ?? 'tyre'} — early stint grip`,
+      tone: 'good',
+    }
+  }
+
+  if (age <= midEnd) {
+    return {
+      caption: 'mid-life',
+      title: `${age} laps — tyre in its working window before cliff (~${cliff} laps)`,
+      tone: 'neutral',
+    }
+  }
+
+  const lapsToCliff = cliff - age
+  if (lapsToCliff <= 0) {
+    return {
+      caption: 'past cliff',
+      title: `${age} laps — beyond typical ${compound ?? 'tyre'} cliff (~${cliff} laps)`,
+      tone: 'bad',
+    }
+  }
+
+  return {
+    caption: `~${lapsToCliff} laps to cliff`,
+    title: `${age} of ~${cliff} laps before deg cliff on ${compound ?? 'tyre'}`,
+    tone: 'warn',
+  }
+}
+
+/**
+ * Points gap to the driver directly ahead — catchable-or-not v1.
+ */
+export function pointsGapMeaning(
+  gapToAhead: number | null | undefined,
+  roundsLeft: number,
+  driverAhead?: string | null,
+): MeaningAnnotation | null {
+  if (gapToAhead == null || !Number.isFinite(gapToAhead) || gapToAhead <= 0) return null
+  if (!Number.isFinite(roundsLeft) || roundsLeft <= 0) return null
+
+  const maxCatchable = roundsLeft * MAX_POINTS_PER_ROUND
+  const ahead = driverAhead?.trim() || 'ahead'
+
+  if (gapToAhead > maxCatchable) {
+    return {
+      caption: 'out of reach',
+      title: `+${gapToAhead} pts with ${roundsLeft} round${roundsLeft === 1 ? '' : 's'} left (max ${maxCatchable} available)`,
+      tone: 'bad',
+    }
+  }
+
+  const perRound = Math.ceil(gapToAhead / roundsLeft)
+  return {
+    caption: `~${perRound} pts/round`,
+    title: `Needs ~${perRound} pts per round on ${ahead} to catch (${gapToAhead} pts in ${roundsLeft} round${roundsLeft === 1 ? '' : 's'})`,
+    tone: perRound <= 10 ? 'good' : 'warn',
+  }
+}

frontend/src/pages/ChampionshipPage.tsx

@@ -4,6 +4,8 @@ import { fetchChampionshipHub, fetchSeasons } from '../api'
 import { teamColor } from '../utils'
 import type { ChampHubDriver, ChampionshipHub } from '../types'
 import { ChampionshipSimulator } from '../components/ChampionshipSimulator'
+import { Meaning } from '../components/Meaning'
+import { pointsGapMeaning } from '../lib/meaning'
 
 type View = 'drivers' | 'constructors' | 'progression' | 'simulator'
 
@@ -138,6 +140,8 @@ function ChampionshipBody({ hub, view, setView }: BodyProps) {
           color: teamColor(d.team_colour),
           gapLeader: i === 0 ? 'LEADER' : `+${fmtPts(gapLeaderNum)}`,
           gapAhead: gapAheadNum == null ? '—' : `+${fmtPts(gapAheadNum)}`,
+          gapAheadNum,
+          driverAhead: i === 0 ? null : drivers[i - 1].name_acronym,
           spark: sparkPoints(d.form),
           h2h: `${d.teammate_wins}–${d.teammate_losses}`,
           h2hWin: d.teammate_wins >= d.teammate_losses,
@@ -233,7 +237,12 @@ function ChampionshipBody({ hub, view, setView }: BodyProps) {
       </div>
 
       {view === 'drivers' && (
-        <DriversView enriched={enriched} leaderPoints={leader.points} titleMath={titleMath} />
+        <DriversView
+          enriched={enriched}
+          leaderPoints={leader.points}
+          titleMath={titleMath}
+          roundsLeft={hub.rounds_left}
+        />
       )}
       {view === 'constructors' && <ConstructorsView hub={hub} />}
       {view === 'progression' && <ProgressionView hub={hub} />}
@@ -248,6 +257,8 @@ interface EnrichedDriver {
   color: string
   gapLeader: string
   gapAhead: string
+  gapAheadNum: number | null
+  driverAhead: string | null
   spark: string
   h2h: string
   h2hWin: boolean
@@ -259,10 +270,12 @@ function DriversView({
   enriched,
   leaderPoints,
   titleMath,
+  roundsLeft,
 }: {
   enriched: EnrichedDriver[]
   leaderPoints: number
   titleMath: string
+  roundsLeft: number
 }) {
   const podium = enriched.slice(0, 3)
   return (
@@ -357,7 +370,19 @@ function DriversView({
                 <td className="champ-td-team">{e.d.team_name}</td>
                 <td className="r mono champ-td-pts">{fmtPts(e.d.points)}</td>
                 <td className="r mono champ-td-muted">{e.gapLeader}</td>
-                <td className="r mono champ-td-dim">{e.gapAhead}</td>
+                <td className="r mono champ-td-dim">
+                  {(() => {
+                    const gapAnnotation = pointsGapMeaning(e.gapAheadNum, roundsLeft, e.driverAhead)
+                    return (
+                      <Meaning
+                        value={e.gapAhead}
+                        meaning={gapAnnotation?.caption}
+                        title={gapAnnotation?.title}
+                        tone={gapAnnotation?.tone}
+                      />
+                    )
+                  })()}
+                </td>
                 <td className="c mono" style={{ color: e.d.wins > 0 ? 'var(--text)' : 'var(--text-3)' }}>
                   {e.d.wins}
                 </td>

frontend/src/styles/meaning.css

@@ -0,0 +1,48 @@
+/* Compact value + muted meaning caption (issue #18). */
+
+.meaning {
+  display: inline-flex;
+  flex-direction: column;
+  align-items: inherit;
+  gap: 1px;
+  line-height: 1.2;
+}
+
+.meaning-value {
+  /* inherits table cell mono styling from parent */
+}
+
+.meaning-caption {
+  font-size: 10px;
+  font-family: var(--f-mono);
+  color: var(--text-3);
+  letter-spacing: 0.02em;
+  white-space: nowrap;
+}
+
+.meaning-caption--good {
+  color: var(--green);
+}
+
+.meaning-caption--bad {
+  color: var(--red);
+}
+
+.meaning-caption--warn {
+  color: var(--yellow, #e8c547);
+}
+
+.meaning-caption--neutral {
+  color: var(--text-3);
+}
+
+/* Table cells: right-align caption under numeric values */
+td.r .meaning,
+.champ-td-dim .meaning,
+.champ-td-muted .meaning {
+  align-items: flex-end;
+}
+
+.tyredeg-row .meaning {
+  align-items: flex-start;
+}

frontend/src/test/ChampionshipPage.test.tsx

@@ -112,6 +112,7 @@ describe('ChampionshipPage', () => {
     expect(screen.getAllByText('VER').length).toBeGreaterThan(0)
     expect(screen.getByText('Monaco GP', { exact: false })).toBeInTheDocument()
     expect(screen.getByTestId('champ-titlemath')).toHaveTextContent('mathematically win the title')
+    expect(screen.getAllByText('~10 pts/round').length).toBeGreaterThan(0)
   })
 
   it('switches to constructors and progression views', async () => {

frontend/src/test/LiveComponents.test.tsx

@@ -189,6 +189,26 @@ describe('TimingTower', () => {
     expect(screen.getByText(/no driver timing rows/i)).toBeInTheDocument()
   })
 
+  it('annotates DRS-range intervals in race mode', () => {
+    const raceRows = [
+      makeRow('1', 1, 'VER'),
+      makeRow('4', 2, 'NOR', { Interval: '+0.4', GapToLeader: '+0.4' }),
+    ]
+    render(
+      <TimingTower
+        rows={raceRows}
+        session={{
+          MeetingName: 'Monaco Grand Prix',
+          CircuitName: 'Monaco',
+          SessionType: 'Race',
+          SessionName: 'Race',
+          Path: '',
+        }}
+      />,
+    )
+    expect(screen.getByText('DRS range')).toBeInTheDocument()
+  })
+
   it('renders the SQ1 cutoff after P17 and marks rows below as at risk', () => {
     const sprintRows = Array.from({ length: 22 }, (_, index) =>
       makeRow(String(index + 1), index + 1, `D${index + 1}`),

frontend/src/test/Meaning.test.tsx

@@ -0,0 +1,26 @@
+import { describe, expect, it } from 'vitest'
+import { render, screen } from '@testing-library/react'
+import { Meaning } from '../components/Meaning'
+
+describe('Meaning', () => {
+  it('renders bare value when meaning is null', () => {
+    render(<Meaning value="+1.234" meaning={null} />)
+    expect(screen.getByText('+1.234')).toBeInTheDocument()
+    expect(screen.queryByText('DRS range')).not.toBeInTheDocument()
+  })
+
+  it('renders value with caption and tooltip title', () => {
+    render(
+      <Meaning
+        value="+0.4"
+        meaning="DRS range"
+        title="Within 1.0s — DRS enabled next straight"
+        tone="good"
+      />,
+    )
+    const value = screen.getByText('+0.4')
+    expect(value).toBeInTheDocument()
+    expect(screen.getByText('DRS range')).toHaveClass('meaning-caption--good')
+    expect(value.closest('.meaning')).toHaveAttribute('title', 'Within 1.0s — DRS enabled next straight')
+  })
+})

frontend/src/test/TyreDegPanel.test.tsx

@@ -52,9 +52,18 @@ describe('TyreDegPanel', () => {
     const panel = screen.getByTestId('tyredeg-panel')
     expect(panel).toHaveTextContent('VER')
     expect(panel).toHaveTextContent('M +5')
+    expect(panel).toHaveTextContent('fresh')
     expect(panel).toHaveTextContent('warming up')
   })
 
+  it('annotates tyre age meaning on stint rows', () => {
+    const rows = [
+      makeRow('1', 1, 'VER', { NumberOfLaps: 10, LastLapTime: '1:30.000' }, { Compound: 'MEDIUM', Age: 12 }),
+    ]
+    render(<TyreDegPanel rows={rows} sessionType="Race" pinned={[]} />)
+    expect(screen.getByText('mid-life')).toBeInTheDocument()
+  })
+
   it('renders slope and rejoin estimate once laps accumulate across snapshots', () => {
     const { rerender } = render(
       <TyreDegPanel rows={snapshotRows(1, '1:30.000')} sessionType="Race" pinned={[]} />,

frontend/src/test/compare-view.test.tsx

@@ -1,5 +1,5 @@
 import { describe, it, expect, vi, beforeEach } from 'vitest'
-import { render, screen, waitFor } from '@testing-library/react'
+import { fireEvent, render, screen, waitFor } from '@testing-library/react'
 import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
 import { CompareView } from '../components/CompareView'
 import type { Driver, EnrichedResult, LapsComparisonResponse } from '../types'
@@ -158,13 +158,89 @@ const comparison: LapsComparisonResponse = {
   ],
 }
 
-function renderCompareView() {
+const nextSessionResults: EnrichedResult[] = [
+  {
+    driver_number: 16,
+    position: 1,
+    name_acronym: 'LEC',
+    full_name: 'Charles Leclerc',
+    team_name: 'Ferrari',
+    team_colour: 'E8002D',
+    dnf: false,
+    dns: false,
+    dsq: false,
+    duration: null,
+    gap_to_leader: null,
+    number_of_laps: 57,
+    points: 25,
+    session_key: 9550,
+    meeting_key: 1234,
+  },
+  {
+    driver_number: 55,
+    position: 2,
+    name_acronym: 'SAI',
+    full_name: 'Carlos Sainz',
+    team_name: 'Williams',
+    team_colour: '64C4FF',
+    dnf: false,
+    dns: false,
+    dsq: false,
+    duration: null,
+    gap_to_leader: 3.2,
+    number_of_laps: 57,
+    points: 18,
+    session_key: 9550,
+    meeting_key: 1234,
+  },
+]
+
+const nextSessionDrivers: Driver[] = [
+  {
+    driver_number: 16,
+    name_acronym: 'LEC',
+    full_name: 'Charles Leclerc',
+    first_name: 'Charles',
+    last_name: 'Leclerc',
+    team_name: 'Ferrari',
+    team_colour: 'E8002D',
+    headshot_url: '',
+    broadcast_name: 'C LECLERC',
+    session_key: 9550,
+    meeting_key: 1234,
+  },
+  {
+    driver_number: 55,
+    name_acronym: 'SAI',
+    full_name: 'Carlos Sainz',
+    first_name: 'Carlos',
+    last_name: 'Sainz',
+    team_name: 'Williams',
+    team_colour: '64C4FF',
+    headshot_url: '',
+    broadcast_name: 'C SAINZ',
+    session_key: 9550,
+    meeting_key: 1234,
+  },
+]
+
+function renderCompareView(
+  props: {
+    sessionKey?: number
+    results?: EnrichedResult[]
+    drivers?: Driver[]
+  } = {},
+) {
   const client = new QueryClient({
     defaultOptions: { queries: { retry: false } },
   })
   return render(
     <QueryClientProvider client={client}>
-      <CompareView sessionKey={9472} results={results} drivers={drivers} />
+      <CompareView
+        sessionKey={props.sessionKey ?? 9472}
+        results={props.results ?? results}
+        drivers={props.drivers ?? drivers}
+      />
     </QueryClientProvider>,
   )
 }
@@ -305,6 +381,28 @@ describe('CompareView', () => {
     expect(screen.getAllByText('HAM').length).toBeGreaterThan(0)
   })
 
+  it('resets the selected pair when the mounted session changes', async () => {
+    const { rerender } = renderCompareView()
+
+    fireEvent.change(screen.getByTestId('compare-picker-a'), { target: { value: '44' } })
+    expect(screen.getByTestId('compare-picker-a')).toHaveValue('44')
+
+    rerender(
+      <QueryClientProvider client={new QueryClient({ defaultOptions: { queries: { retry: false } } })}>
+        <CompareView
+          sessionKey={9550}
+          results={nextSessionResults}
+          drivers={nextSessionDrivers}
+        />
+      </QueryClientProvider>,
+    )
+
+    await waitFor(() => {
+      expect(screen.getByTestId('compare-picker-a')).toHaveValue('16')
+      expect(screen.getByTestId('compare-picker-b')).toHaveValue('55')
+    })
+  })
+
   it('renders telemetry and pace sections with mocked queries', async () => {
     renderCompareView()
 

frontend/src/test/meaning.test.ts

@@ -0,0 +1,71 @@
+import { describe, expect, it } from 'vitest'
+import {
+  INTERVAL_DRS_MAX_SECONDS,
+  INTERVAL_UNDERCUT_MAX_SECONDS,
+  INTERVAL_UNDERCUT_MIN_SECONDS,
+  MAX_POINTS_PER_ROUND,
+  TYRE_CLIFF_LAPS,
+  intervalMeaning,
+  pointsGapMeaning,
+  tyreAgeMeaning,
+} from '../lib/meaning'
+
+describe('intervalMeaning', () => {
+  it('returns DRS range below the threshold', () => {
+    expect(intervalMeaning(0.4)?.caption).toBe('DRS range')
+    expect(intervalMeaning(INTERVAL_DRS_MAX_SECONDS - 0.01)?.caption).toBe('DRS range')
+  })
+
+  it('returns undercut window in the middle band', () => {
+    expect(intervalMeaning(INTERVAL_UNDERCUT_MIN_SECONDS)?.caption).toBe('undercut window')
+    expect(intervalMeaning(2.0)?.caption).toBe('undercut window')
+    expect(intervalMeaning(INTERVAL_UNDERCUT_MAX_SECONDS)?.caption).toBe('undercut window')
+  })
+
+  it('returns null outside known bands', () => {
+    expect(intervalMeaning(INTERVAL_UNDERCUT_MAX_SECONDS + 0.5)).toBeNull()
+    expect(intervalMeaning(10)).toBeNull()
+    expect(intervalMeaning(null)).toBeNull()
+    expect(intervalMeaning(undefined)).toBeNull()
+    expect(intervalMeaning(-1)).toBeNull()
+  })
+})
+
+describe('tyreAgeMeaning', () => {
+  it('labels fresh, mid-life, and laps-to-cliff for SOFT', () => {
+    const cliff = TYRE_CLIFF_LAPS.SOFT
+    expect(tyreAgeMeaning('SOFT', 2)?.caption).toBe('fresh')
+    expect(tyreAgeMeaning('SOFT', Math.ceil(cliff * 0.5))?.caption).toBe('mid-life')
+    expect(tyreAgeMeaning('SOFT', cliff - 2)?.caption).toBe('~2 laps to cliff')
+    expect(tyreAgeMeaning('SOFT', cliff + 5)?.caption).toBe('past cliff')
+  })
+
+  it('handles unknown compounds with defaults', () => {
+    expect(tyreAgeMeaning('UNKNOWN', 3)?.caption).toBe('fresh')
+    expect(tyreAgeMeaning(undefined, 3)?.caption).toBe('fresh')
+  })
+
+  it('returns null for invalid age', () => {
+    expect(tyreAgeMeaning('MEDIUM', null)).toBeNull()
+    expect(tyreAgeMeaning('MEDIUM', -1)).toBeNull()
+  })
+})
+
+describe('pointsGapMeaning', () => {
+  it('computes catchable pts/round', () => {
+    const result = pointsGapMeaning(40, 4, 'VER')
+    expect(result?.caption).toBe('~10 pts/round')
+    expect(result?.title).toContain('VER')
+  })
+
+  it('marks uncatchable gaps', () => {
+    const max = 3 * MAX_POINTS_PER_ROUND
+    expect(pointsGapMeaning(max + 1, 3, 'VER')?.caption).toBe('out of reach')
+  })
+
+  it('returns null for leader or invalid input', () => {
+    expect(pointsGapMeaning(0, 4)).toBeNull()
+    expect(pointsGapMeaning(10, 0)).toBeNull()
+    expect(pointsGapMeaning(null, 4)).toBeNull()
+  })
+})

internal/api/cache.go

@@ -94,6 +94,12 @@ func cacheDBPath() string {
 	return filepath.Join(".cache", "box-box", "cache.db")
 }
 
+// DefaultCacheDBPath returns the HTTP cache database path used by the OpenF1
+// client in both TUI and web modes.
+func DefaultCacheDBPath() string {
+	return cacheDBPath()
+}
+
 // ttlForURL determines the appropriate TTL based on the URL pattern.
 // Returns 0 (CacheTTLForever) for historical data that will never change.
 func ttlForURL(url string) time.Duration {

internal/api/openf1.go

@@ -623,6 +623,19 @@ func (c *OpenF1Client) GetTeamRadio(sessionKey, driverNumber int) ([]models.Team
 // to maximise the chance of finding data quickly.
 var candidateDrivers = []int{1, 11, 44, 16, 55, 4, 14, 63, 81, 24}
 
+// TrackOutlinePrefetchResult summarizes a season track-outline cache warming
+// run. Counts are scoped to the unique non-zero circuit keys in the provided
+// meeting list.
+type TrackOutlinePrefetchResult struct {
+	Year           int
+	UniqueCircuits int
+	CachedBefore   int
+	CachedAfter    int
+	Skipped        int
+	Fetched        int
+	Failed         int
+}
+
 // PrefetchTrackOutlines fetches GPS location data for every circuit in the
 // provided meeting list and stores it in the cache so the track map tab can
 // render during live sessions when the free-tier API is locked.
@@ -632,28 +645,58 @@ var candidateDrivers = []int{1, 11, 44, 16, 55, 4, 14, 63, 81, 24}
 // Errors per-circuit are silently ignored — this is a best-effort operation
 // and must never block or crash the main UI.
 func (c *OpenF1Client) PrefetchTrackOutlines(meetings []models.Meeting) {
+	year := time.Now().Year()
+	for _, m := range meetings {
+		if m.Year != 0 {
+			year = m.Year
+			break
+		}
+	}
+	_ = c.PrefetchTrackOutlinesForYear(year, meetings)
+}
+
+// PrefetchTrackOutlinesForYear fetches and caches track outlines for unique
+// circuits in the provided meeting list, storing them under the explicit season
+// year. Unlike PrefetchTrackOutlines, it returns accounting suitable for CLI
+// cache-warming workflows.
+func (c *OpenF1Client) PrefetchTrackOutlinesForYear(year int, meetings []models.Meeting) TrackOutlinePrefetchResult {
 	const maxWorkers = 3
 
-	year := time.Now().Year()
-
-	// Filter to meetings that need fetching.
-	var pending []models.Meeting
+	result := TrackOutlinePrefetchResult{Year: year}
+	uniqueByCircuit := make(map[int]models.Meeting)
+	var unique []models.Meeting
 	for _, m := range meetings {
 		if m.CircuitKey == 0 {
 			continue
 		}
+		if _, exists := uniqueByCircuit[m.CircuitKey]; exists {
+			continue
+		}
+		uniqueByCircuit[m.CircuitKey] = m
+		unique = append(unique, m)
+	}
+
+	result.UniqueCircuits = len(unique)
+
+	// Filter to meetings that need fetching.
+	var pending []models.Meeting
+	for _, m := range unique {
 		if _, ok := c.cache.GetTrackOutline(m.CircuitKey, year); ok {
+			result.CachedBefore++
+			result.Skipped++
 			continue // already cached for this season
 		}
 		pending = append(pending, m)
 	}
 
 	if len(pending) == 0 {
-		return
+		result.CachedAfter = result.CachedBefore
+		return result
 	}
 
 	sem := make(chan struct{}, maxWorkers)
 	var wg sync.WaitGroup
+	var mu sync.Mutex
 
 	for _, mtg := range pending {
 		mtg := mtg // capture
@@ -662,19 +705,34 @@ func (c *OpenF1Client) PrefetchTrackOutlines(meetings []models.Meeting) {
 		go func() {
 			defer wg.Done()
 			defer func() { <-sem }()
-			c.prefetchCircuit(mtg, year)
+			ok := c.prefetchCircuit(mtg, year)
+			mu.Lock()
+			if ok {
+				result.Fetched++
+			} else {
+				result.Failed++
+			}
+			mu.Unlock()
 		}()
 	}
 
 	wg.Wait()
+
+	for _, m := range unique {
+		if _, ok := c.cache.GetTrackOutline(m.CircuitKey, year); ok {
+			result.CachedAfter++
+		}
+	}
+
+	return result
 }
 
 // prefetchCircuit fetches the track outline for a single meeting and stores it.
 // It prefers completed sessions (past date_end) so the data is full and stable.
-func (c *OpenF1Client) prefetchCircuit(mtg models.Meeting, year int) {
+func (c *OpenF1Client) prefetchCircuit(mtg models.Meeting, year int) bool {
 	sessions, err := c.GetSessionsForMeeting(int(mtg.MeetingKey))
 	if err != nil || len(sessions) == 0 {
-		return
+		return false
 	}
 
 	// Pick the best session: prefer a completed race, then any session with
@@ -696,7 +754,7 @@ func (c *OpenF1Client) prefetchCircuit(mtg models.Meeting, year int) {
 		}
 	}
 	if bestSession == nil {
-		return
+		return false
 	}
 
 	// Try candidate drivers in order until we find one with enough points.
@@ -706,7 +764,7 @@ func (c *OpenF1Client) prefetchCircuit(mtg models.Meeting, year int) {
 			continue
 		}
 		// Store under the circuit key for this year and stop.
-		_ = c.cache.SetTrackOutline(mtg.CircuitKey, year, locs)
-		return
+		return c.cache.SetTrackOutline(mtg.CircuitKey, year, locs) == nil
 	}
+	return false
 }

internal/api/track_outline_prefetch_test.go

@@ -0,0 +1,109 @@
+package api
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"strconv"
+	"testing"
+	"time"
+
+	"github.com/AmanTahiliani/box-box/internal/models"
+)
+
+func newTrackOutlineTestClient(t *testing.T, srvURL string) *OpenF1Client {
+	t.Helper()
+	t.Setenv("HOME", t.TempDir())
+	t.Setenv("XDG_CACHE_HOME", t.TempDir())
+
+	c := NewOpenF1Client(srvURL, 5*time.Second)
+	c.pacer = &requestPacer{}
+	t.Cleanup(func() { _ = c.Close() })
+	return c
+}
+
+func TestPrefetchTrackOutlinesForYearSkipsCachedAndWritesLocations(t *testing.T) {
+	var sessionsByMeeting = map[string][]models.Session{
+		"202": {
+			{
+				SessionKey:  9002,
+				SessionName: "Race",
+				MeetingKey:  202,
+				CircuitKey:  2,
+				DateEnd:     "2026-01-01T12:00:00+00:00",
+			},
+		},
+	}
+	var sessionsRequested []string
+	var locationsRequested []string
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/v1/sessions":
+			meetingKey := r.URL.Query().Get("meeting_key")
+			sessionsRequested = append(sessionsRequested, meetingKey)
+			_ = json.NewEncoder(w).Encode(sessionsByMeeting[meetingKey])
+		case "/v1/location":
+			sessionKey := r.URL.Query().Get("session_key")
+			driverNumber := r.URL.Query().Get("driver_number")
+			locationsRequested = append(locationsRequested, sessionKey+"/"+driverNumber)
+			_ = json.NewEncoder(w).Encode(testLocations(9002, 1, 51))
+		default:
+			t.Fatalf("unexpected request path %s", r.URL.Path)
+		}
+	}))
+	defer srv.Close()
+
+	client := newTrackOutlineTestClient(t, srv.URL)
+	if err := client.Cache().SetTrackOutline(1, 2026, testLocations(9001, 1, 51)); err != nil {
+		t.Fatalf("SetTrackOutline() error = %v", err)
+	}
+
+	result := client.PrefetchTrackOutlinesForYear(2026, []models.Meeting{
+		{MeetingKey: 101, Year: 2026, Circuit: models.Circuit{CircuitKey: 1}},
+		{MeetingKey: 202, Year: 2026, Circuit: models.Circuit{CircuitKey: 2}},
+		{MeetingKey: 303, Year: 2026, Circuit: models.Circuit{CircuitKey: 2}},
+	})
+
+	if result.UniqueCircuits != 2 {
+		t.Fatalf("UniqueCircuits = %d, want 2", result.UniqueCircuits)
+	}
+	if result.CachedBefore != 1 || result.Skipped != 1 || result.Fetched != 1 || result.Failed != 0 || result.CachedAfter != 2 {
+		t.Fatalf("unexpected result: %+v", result)
+	}
+	if got, want := len(sessionsRequested), 1; got != want {
+		t.Fatalf("sessions requested %d time(s), want %d: %v", got, want, sessionsRequested)
+	}
+	if sessionsRequested[0] != "202" {
+		t.Fatalf("requested meeting %s, want 202", sessionsRequested[0])
+	}
+	if got, want := len(locationsRequested), 1; got != want {
+		t.Fatalf("locations requested %d time(s), want %d: %v", got, want, locationsRequested)
+	}
+	if locationsRequested[0] != "9002/1" {
+		t.Fatalf("requested location %s, want 9002/1", locationsRequested[0])
+	}
+
+	locs, ok := client.Cache().GetTrackOutline(2, 2026)
+	if !ok {
+		t.Fatal("expected circuit 2 outline to be cached")
+	}
+	if len(locs) != 51 {
+		t.Fatalf("cached %d locations, want 51", len(locs))
+	}
+}
+
+func testLocations(sessionKey, driverNumber, count int) []models.Location {
+	locs := make([]models.Location, count)
+	for i := range locs {
+		locs[i] = models.Location{
+			Date:         "2026-01-01T12:00:" + strconv.Itoa(i%60) + "+00:00",
+			DriverNumber: driverNumber,
+			MeetingKey:   202,
+			SessionKey:   sessionKey,
+			X:            float64(i),
+			Y:            float64(i * 2),
+		}
+	}
+	return locs
+}