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Traversal Workers: superintelligent, proactive AI SREs that act unprompted.

The AI SRE for the enterprise

Triage alerts, find root cause, and prevent incidents at petabyte scale.

Traversal
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Production World Model™
1,749,612 total nodes
30 node types
Causal Search Engine™
`; } else { tooltip.style.opacity = '0'; } if (activeP) { canvas.style.cursor = 'pointer'; } else if (!isDragging) { const onGlobe = Math.hypot(mouse.x - cx, mouse.y - cy) { // Only start a rotate-drag when the pointer is on/near the globe itself, // not anywhere in the (much larger) canvas pane. const rect = canvas.getBoundingClientRect(); const lx = e.clientX - rect.left; const ly = e.clientY - rect.top; if (Math.hypot(lx - cx, ly - cy) > sphereRadius * 1.2 * zoomLevel) return; isDragging = true; hasDragged = false; dragDelta = 0; lastMouse.x = e.clientX; lastMouse.y = e.clientY; canvas.classList.add('dragging'); const hint = document.getElementById('drag-hint'); if (hint) { hint.classList.add('fade-out'); setTimeout(() => hint.remove(), 1200); } }); window.addEventListener('pointermove', (e) => { const rect = canvas.getBoundingClientRect(); mouse.x = e.clientX - rect.left; mouse.y = e.clientY - rect.top; if (isDragging) { const dx = e.clientX - lastMouse.x; const dy = e.clientY - lastMouse.y; dragDelta += Math.abs(dx) + Math.abs(dy); if (dragDelta > 4) hasDragged = true; targetRotation.y += dx * 0.005; targetRotation.x += dy * 0.005; targetRotation.x = Math.max(-Math.PI / 2, Math.min(Math.PI / 2, targetRotation.x)); if (focusedType && focusRot) { const LIM = 0.12; targetRotation.x = Math.max(focusRot.x - LIM, Math.min(focusRot.x + LIM, targetRotation.x)); targetRotation.y = Math.max(focusRot.y - LIM, Math.min(focusRot.y + LIM, targetRotation.y)); } lastMouse.x = e.clientX; lastMouse.y = e.clientY; } }); window.addEventListener('pointerup', (e) => { isDragging = false; canvas.classList.remove('dragging'); if (e.pointerType === 'touch') { mouse.x = -9999; mouse.y = -9999; } }); window.addEventListener('pointercancel', (e) => { isDragging = false; canvas.classList.remove('dragging'); if (e.pointerType === 'touch') { mouse.x = -9999; mouse.y = -9999; } }); function openZoom(type, dotParticle) { const tpl = document.getElementById('zc-' + type.id); const card = document.getElementById('zoom-card'); if (!tpl || !card) return; isZoomed = true; zoomedType = type; zoomMode = 'detail'; targetZoom = focusedType ? 1.65 : 1.6; // The anchor (dot + label) only exists when a map node was clicked. if (dotParticle) { const hd = highlightDots.find(({ p }) => p === dotParticle); clickedDot = { p: dotParticle, color: hd ? hd.color : `rgb(${type.color.join(',')})` }; centerOnDot(dotParticle); } else { clickedDot = null; targetRotation.x = rotation.x; targetRotation.y = rotation.y; } card.innerHTML = tpl.innerHTML; card.scrollTop = 0; // Anchor label = the node's specific name from the card, not the category. if (clickedDot) { const nm = card.querySelector('.zc-name'); if (nm) clickedDot.name = nm.textContent.trim(); } promptBar.classList.add('hidden'); zoomNav.classList.add('visible'); } // Rotate the globe so the given particle lands front and center, slightly above // the middle of the screen so the detail card never covers it. function centerOnDot(p) { const ox = p.ox; const oy = p.oy; const oz = p.oz; const h = Math.sqrt(ox * ox + oz * oz) || 0.0001; const r = Math.sqrt(ox * ox + oy * oy + oz * oz) || 1; // Yaw: bring the particle to the front meridian (x = 0, z 10 ? (800 / zDist) * targetZoom : 3; const yt = (height * 0.36 - cy) / sc; let rx = Math.asin(Math.max(-1, Math.min(1, yt / r))) - Math.atan2(oy, h); rx = Math.max(-Math.PI / 2, Math.min(Math.PI / 2, rx)); targetRotation.x = rx; targetRotation.y = ry; // Keep the drag clamp anchored on the new orientation. if (focusedType) focusRot = { x: rx, y: ry }; } window.closeZoom = function closeZoom() { // Detail card sitting on top of a focused type steps back to its Top issues card. if (zoomMode === 'detail' && focusedType) { openTopIssues(focusedType); return; } const backToMain = zoomMode === 'topissues' && focusedType; isZoomed = false; zoomedType = null; zoomMode = null; clickedDot = null; zoomNav.classList.remove('visible'); promptBar.classList.remove('hidden'); if (backToMain) { clearFocus(true); } else { targetZoom = focusedType ? 1.65 : 1.0; } }; function openTopIssues(type) { const tpl = document.getElementById('zct-' + type.id); const card = document.getElementById('zoom-card'); if (!tpl || !card) return; isZoomed = true; zoomedType = type; card.innerHTML = tpl.innerHTML; card.scrollTop = 0; pickHighlightDots(type); zoomMode = 'topissues'; clickedDot = null; promptBar.classList.add('hidden'); zoomNav.classList.add('visible'); } canvas.addEventListener('click', (e) => { if (hasDragged) { hasDragged = false; return; } const rect = canvas.getBoundingClientRect(); const mx = e.clientX - rect.left; const my = e.clientY - rect.top; // Detail card open: clicking another highlighted dot switches straight to it; // clicking anywhere else steps back to the Top issues list. if (isZoomed && zoomMode === 'detail') { if (focusedType && highlightDots.length) { let hit = null; let minD = 26; highlightDots.forEach(({ p }) => { if (!p || p.z >= 0 || p.scale = cb.x && mx = cb.y && my t.id === k); if (ct) openZoom(ct, calloutNodes[k]); return; } } if (focusedType) { let hit = null; let minD = 26; highlightDots.forEach(({ p }) => { if (!p || p.z >= 0 || p.scale = 0 || p.scale t.id === closestId); if (ct) openZoom(ct, closest); } }); const INACTIVE_TAG_OPACITY = '0.78'; const CALLOUT_IDS = ['pod', 'operation', 'storage', 'host', 'service']; // Severity colors for the 5 highlighted dots, matching each type's Top issues card rows. const HIGHLIGHT_SEVERITY = { pod: ['#dc2626', '#dc2626', '#f59e0b', '#f59e0b', '#fbbf24'], operation: ['#ef4444', '#ef4444', '#f59e0b', '#f59e0b', '#3b82f6'], host: ['#dc2626', '#dc2626', '#f59e0b', '#f59e0b', '#fbbf24'], storage: ['#f59e0b', '#f59e0b', '#fbbf24', '#fbbf24', '#fbbf24'], service: ['#dc2626', '#ef4444', '#f59e0b', '#f59e0b', '#fbbf24'], }; let highlightDots = []; function hexToRgb(h) { const n = parseInt(h.slice(1), 16); return [(n >> 16) & 255, (n >> 8) & 255, n & 255]; } // Pick 5 particles facing the camera once the cluster is focused, spread so they don't overlap. function pickHighlightDots(type) { highlightDots = []; const pool = particlesByType[type.id] || []; const colors = HIGHLIGHT_SEVERITY[type.id] || []; if (!pool.length || !colors.length) return; const c = getZoneVector(type.zone); // Sort by alignment with the cluster center: the zone vector rotates to face the camera in focus mode. const sorted = pool.slice().sort((a, b) => b.gx * c.x + b.gy * c.y + b.gz * c.z - (a.gx * c.x + a.gy * c.y + a.gz * c.z)); const cap = Math.max(colors.length, Math.floor(sorted.length * 0.35)); const step = cap / colors.length; colors.forEach((col, i) => { const p = sorted[Math.min(Math.floor(step * i + step / 2), sorted.length - 1)]; if (p) highlightDots.push({ p, color: col }); }); } const CHIP_TYPES = CALLOUT_IDS.map((id) => TYPES.find((t) => t.id === id)).filter(Boolean); const CALLOUT_TAGS = [ { id: 'service', side: 'right' }, { id: 'operation', side: 'left' }, { id: 'pod', side: 'right' }, { id: 'host', side: 'left' }, { id: 'storage', side: 'right' }, ]; const CALLOUT_DIR = { service: [0.55, -0.55, -0.55], operation: [-0.55, -0.55, -0.55], pod: [0.0, 0.0, -1.0], host: [-0.55, 0.55, -0.55], storage: [0.55, 0.55, -0.55], }; const CALLOUT_QUADRANT = { service: { x: 0.6, y: -0.55 }, operation: { x: -0.6, y: -0.55 }, pod: { x: 0.0, y: 0.0 }, host: { x: -0.6, y: 0.55 }, storage: { x: 0.6, y: 0.55 }, }; let calloutNodes = {}; let calloutBoxes = {}; let ttStyle = null; function calloutStyle() { const mob = width clearFocus(true)); bar.appendChild(allBtn); const div = document.createElement('span'); div.style.cssText = 'width:1px;height:12px;background:rgba(0,0,0,0.08);flex-shrink:0;margin:0 2px;'; bar.appendChild(div); CHIP_TYPES.forEach((t) => { const [r, g, b] = t.color; const btn = document.createElement('button'); btn.setAttribute('data-chip', t.id); btn.style.cssText = mkChipStyle(r, g, b, false); btn.textContent = t.label; btn.addEventListener('mouseover', () => { if (focusedType && focusedType.id === t.id) return; btn.style.background = `rgba(${r},${g},${b},0.13)`; }); btn.addEventListener('mouseout', () => { if (focusedType && focusedType.id === t.id) return; btn.style.background = `rgba(${r},${g},${b},0.07)`; }); btn.addEventListener('click', () => toggleChipFocus(t)); bar.appendChild(btn); }); } function resetChipStyles() { document.querySelectorAll('[data-chip]').forEach((b) => { const tid = b.getAttribute('data-chip'); if (tid === '__all__') { b.style.cssText = mkAllStyle(false); b.textContent = 'All'; return; } const t2 = TYPES.find((x) => x.id === tid); if (!t2) return; const [r, g, b2] = t2.color; b.style.cssText = mkChipStyle(r, g, b2, false); b.style.opacity = '1'; }); } function toggleChipFocus(type) { if (!type) return; if (focusedType && focusedType.id === type.id) { clearFocus(true); return; } focusedType = type; targetGroupProgress = 1.0; targetZoom = 1.65; switch (type.zone) { case 'right': targetRotation.y = -Math.PI / 2; targetRotation.x = 0; break; case 'left': targetRotation.y = Math.PI / 2; targetRotation.x = 0; break; case 'top': targetRotation.x = Math.PI / 2; targetRotation.y = 0; break; case 'bottom': targetRotation.x = -Math.PI / 2; targetRotation.y = 0; break; } focusRot = { x: targetRotation.x, y: targetRotation.y }; resetChipStyles(); const [r, g, b2] = type.color; document.querySelectorAll(`[data-chip="${type.id}"]`).forEach((btn) => { btn.style.cssText = mkChipStyle(r, g, b2, true); btn.style.opacity = '1'; btn.textContent = type.label; }); document.querySelectorAll('[data-chip]').forEach((b) => { if (b.getAttribute('data-chip') !== type.id && b.getAttribute('data-chip') !== '__all__') { b.style.opacity = INACTIVE_TAG_OPACITY; } }); updateSidebarChips(); openTopIssues(type); } window.sidebarClick = function sidebarClick(id) { const t = TYPES.find((x) => x.id === id); if (!t) return; // Always open from the sidebar: re-clicking the focused type reopens its list instead of defocusing. if (focusedType && focusedType.id === t.id) { openTopIssues(t); return; } toggleChipFocus(t); }; function updateSidebarChips() { document.querySelectorAll('[data-sidebar-chip]').forEach((row) => { const tid = row.getAttribute('data-sidebar-chip'); const t = TYPES.find((x) => x.id === tid); const isClickable = CALLOUT_IDS.includes(tid); const icon = row.querySelector('svg'); const label = row.querySelector('span.font-medium'); const count = row.querySelector('span.tabular-nums'); const isActive = focusedType && focusedType.id === tid; if (isClickable && t) { const [r, g, b] = t.color; if (icon) icon.style.color = `rgb(${r},${g},${b})`; row.style.background = isActive ? `rgba(${r},${g},${b},0.08)` : ''; row.style.opacity = !focusedType || isActive ? '1' : INACTIVE_TAG_OPACITY; if (label) label.style.color = isActive ? `rgb(${r},${g},${b})` : ''; if (count) count.style.color = isActive ? `rgb(${r},${g},${b})` : ''; } else { if (icon) icon.style.color = ''; if (label) label.style.color = ''; if (count) count.style.color = ''; row.style.background = ''; row.style.opacity = '0.5'; } }); const selectAll = document.querySelector('[data-sidebar-select-all]'); if (selectAll) selectAll.style.opacity = focusedType ? INACTIVE_TAG_OPACITY : '1'; } window.clearFocus = function clearFocus(resetOrb) { focusedType = null; focusRot = null; clickedDot = null; highlightDots = []; if (resetOrb) { targetGroupProgress = 0; targetZoom = 1.0; targetRotation.x = 0.2; targetRotation.y = 0.4; } resetChipStyles(); updateSidebarChips(); const a = document.querySelector('[data-chip="__all__"]'); if (a) { a.style.cssText = mkAllStyle(true); a.textContent = 'All'; } if (isZoomed) window.closeZoom(); }; const SUGGESTIONS = [ { bold: 'api-gateway', rest: " is experiencing a Sev-1 outage. What's going on?" }, { bold: 'What are', rest: ' the top alerts the Payments team needs to dig into?' }, { bold: 'We just deployed', rest: ' checkout-api v4.2.1 to NYC1. Is it safe to roll out to other regions?' }, { bold: 'What are', rest: ' the upstream and downstream dependencies of the Distributed Auth Engine?' }, ]; function buildSuggestions() { const panel = document.getElementById('suggestions-panel'); if (!panel) return; panel.innerHTML = SUGGESTIONS.map( (s, i) => `
${s.bold}${s.rest}
`, ).join(''); } const AI_RESPONSES = [ { loadingLabel: 'Analyzing API Gateway outage…', get html() { const n = document.getElementById('trv-q1-tpl'); return n ? n.innerHTML : ''; }, }, { loadingLabel: 'Scanning Payments team alerts…', get html() { const n = document.getElementById('trv-q2-tpl'); return n ? n.innerHTML : ''; }, }, { loadingLabel: 'Checking deploy safety for NYC1…', get html() { const n = document.getElementById('trv-q3-tpl'); return n ? n.innerHTML : ''; }, }, { loadingLabel: 'Mapping service dependencies…', get html() { const n = document.getElementById('trv-q4-tpl'); return n ? n.innerHTML : ''; }, }, ]; let aiTypingTimers = []; function clearAiTimers() { aiTypingTimers.forEach((t) => clearTimeout(t)); aiTypingTimers = []; } window.pickSuggestion = function pickSuggestion(i) { const s = SUGGESTIONS[i]; const inp = document.getElementById('main-search'); if (inp) inp.value = s.bold + s.rest; hideSuggestions(); startAiResponse(i); }; function showSuggestions() { const panel = document.getElementById('suggestions-panel'); if (panel) panel.style.display = 'block'; } function hideSuggestions() { const panel = document.getElementById('suggestions-panel'); if (panel) panel.style.display = 'none'; } function ensureAiPanel() { let panel = document.getElementById('ai-response-panel'); if (panel) { if (panel._aiRemoveTimer) { clearTimeout(panel._aiRemoveTimer); panel._aiRemoveTimer = null; } panel.style.opacity = '1'; panel.style.transform = 'translateY(0)'; return panel; } const bar = document.getElementById('prompt-bar'); panel = document.createElement('div'); panel.id = 'ai-response-panel'; panel.style.cssText = "position:absolute;bottom:calc(100% + 8px);left:0;right:0;max-height:45vh;overflow:auto;overflow-x:hidden;background:white;border-radius:16px;border:1px solid rgba(0,0,0,0.07);box-shadow:0 12px 40px rgba(0,0,0,0.12);font-family:'Host Grotesk',sans-serif;z-index:60;transition:opacity .2s ease, transform .2s ease;opacity:0;transform:translateY(6px);pointer-events:auto;scroll-behavior:smooth;-webkit-overflow-scrolling:touch;overscroll-behavior:contain;"; bar.querySelector('.w-full.relative').appendChild(panel); requestAnimationFrame(() => { panel.style.opacity = '1'; panel.style.transform = 'translateY(0)'; }); return panel; } function startAiResponse(idx) { clearAiTimers(); const resp = AI_RESPONSES[idx]; const panel = ensureAiPanel(); panel.innerHTML = `
Analysis · analyzing…
Shared on Slack
`; if (!document.getElementById('ai-kf')) { const st = document.createElement('style'); st.id = 'ai-kf'; st.textContent = '@keyframes pulse-dot{0%,100%{opacity:1;transform:scale(1)}50%{opacity:.4;transform:scale(.7)}} @keyframes fadeSlideIn{from{opacity:0;transform:translateY(4px)}to{opacity:1;transform:translateY(0)}} @keyframes aiStagger{from{opacity:0;transform:translateY(6px)}to{opacity:1;transform:translateY(0)}} .q1-desktop{display:block} .q1-mobile{display:none} @media(max-width:768px){.q1-desktop{display:none} .q1-mobile{display:block}} #ai-response-panel{scrollbar-width:thin;scrollbar-color:rgba(0,0,0,0.15) transparent} #ai-response-panel::-webkit-scrollbar{width:6px;height:6px} #ai-response-panel::-webkit-scrollbar-track{background:transparent} #ai-response-panel::-webkit-scrollbar-thumb{background:rgba(0,0,0,0.15);border-radius:3px;transition:background .2s ease} #ai-response-panel::-webkit-scrollbar-thumb:hover{background:rgba(0,0,0,0.28)} #ai-response-panel *{min-width:0} #ai-response-panel div,#ai-response-panel p{overflow-wrap:anywhere} #ai-response-panel svg{max-width:100%;height:auto} @media(prefers-reduced-motion:reduce){#ai-body *{animation:none !important;animation-delay:0ms !important}}'; document.head.appendChild(st); } const lbl = panel.querySelector('#ai-status-label'); if (lbl) lbl.innerHTML = `Analysis · ${resp.loadingLabel || 'analyzing…'}`; const t = setTimeout(() => { const body = panel.querySelector('#ai-body'); if (body) { body.innerHTML = resp.html || ''; requestAnimationFrame(() => { const apply = (parent, base) => { const kids = Array.from(parent.children).filter((el) => el.tagName !== 'STYLE'); kids.forEach((el, i) => { el.style.animation = 'aiStagger .35s cubic-bezier(.2,.7,.3,1) both'; el.style.animationDelay = base + i * 55 + 'ms'; }); return kids; }; const top = apply(body, 0); if (top.length === 1 && top[0].children.length > 1) { apply(top[0], 90); } }); } const dot = document.getElementById('ai-status-dot'); const lbl2 = document.getElementById('ai-status-label'); if (dot) { dot.style.animation = 'none'; dot.style.background = '#22c55e'; } if (lbl2) lbl2.innerHTML = 'Analysis · done'; }, 1400); aiTypingTimers.push(t); } window.dismissAiResponse = function dismissAiResponse() { clearAiTimers(); const panel = document.getElementById('ai-response-panel'); if (!panel) return; panel.style.opacity = '0'; panel.style.transform = 'translateY(6px)'; panel._aiRemoveTimer = setTimeout(() => panel.remove(), 200); const inp = document.getElementById('main-search'); if (inp) inp.value = ''; }; function syncInputMobile() { const inp = document.getElementById('main-search'); if (!inp) return; if (window.matchMedia('(max-width: 768px)').matches) { inp.setAttribute('readonly', ''); inp.setAttribute('inputmode', 'none'); } else { inp.removeAttribute('readonly'); inp.removeAttribute('inputmode'); } } setTimeout(() => { const inp = document.getElementById('main-search'); if (!inp) return; syncInputMobile(); inp.addEventListener('focus', () => { buildSuggestions(); showSuggestions(); }); inp.addEventListener('blur', () => { setTimeout(hideSuggestions, 180); }); inp.addEventListener('input', () => { if (inp.value.trim()) hideSuggestions(); else showSuggestions(); if (!inp.value.trim()) dismissAiResponse(); }); }, 200); document.addEventListener('click', (e) => { const panel = document.getElementById('ai-response-panel'); if (!panel) return; if (panel.contains(e.target)) return; const sg = document.getElementById('suggestions-panel'); if (sg && sg.contains(e.target)) return; dismissAiResponse(); }); document.addEventListener('keydown', (e) => { if (e.key !== 'Escape') return; if (document.getElementById('ai-response-panel')) { dismissAiResponse(); } else if (isZoomed) { closeZoom(); } }); window.addEventListener('resize', () => { resize(); syncInputMobile(); }); buildSprites(); resize(); buildChips(); clearFocus(false); // Pause rendering when the hero is offscreen or the tab is hidden, resume seamlessly. let rafActive = true; let rafQueued = false; let pageVisible = !document.hidden; let canvasInView = true; function syncRunning() { const on = pageVisible && canvasInView; if (on === rafActive) return; rafActive = on; if (on && !rafQueued) { rafQueued = true; requestAnimationFrame(tick); } } if ('IntersectionObserver' in window) { new IntersectionObserver((entries) => { canvasInView = entries[0].isIntersecting; syncRunning(); }).observe(canvas); } document.addEventListener('visibilitychange', () => { pageVisible = !document.hidden; syncRunning(); }); tick();
new
Client
+ Traversal Story

Battle-tested in mission-critical environments

38%
Reduction in mean time to resolution (MTTR)
3,600
Engineering hours saved annually

“We took real customer incidents that used to take our engineers an hour or more to resolve — and Traversal’s agents were identifying root causes in under a minute.“

Bratin Saha
Bratin Saha
CTO & CPO, DigitalOcean
70%
Reduction in MTTR
96k
Support engineering hours saved per year
845k+
Customer applications
125k+
Annual investigations

“We worked with Traversal to build a self-healing system for common web hosting issues like DDoS and disk errors. With 95%+ accuracy, it lets thousands of customers solve problems instantly, cutting downtime and support costs.“

Suhaib Zaheer
Suhaib Zaheer
SVP & GM of Managed Hosting, Cloudways
32%
Reduction in mean time to resolution (MTTR)
82%
Root Cause Analysis (RCA) accuracy

“Instead of the company's engineers responding to incidents across their infrastructure manually, Traversal completes comprehensive RCA in minutes, ingesting 250 billion logs of interest every day.“

Executive at Fortune 100
80%
RCA accuracy across incidents
6,000
Engineering hours saved per year

“For a F&B company, operating at Fortune 500 scale requires intelligent automation beyond traditional monitoring. Traversal’s AI SRE agents cut through this enormous complexity, automatically triaging alerts and surfacing root causes in minutes rather than hours.“

Director of IT Operations, Fortune 500 F&B
40%+
Projected MTTR reduction across evaluated incidents
75%
RCA accuracy across evaluated incidents
2000
senior engineering hours reclaimed per month via Chat with Prod
7 days
from initial deployment to production-ready performance

"[A key part of the] decision was because you have the BYOC product—for us, as a security-first company, that's a big plus. And we don't need to maintain extra context on our end. You handle all of that for us: building the Production World Model™, reading the documentation and other sources."

Head of SRE, Leading Global Crypto Exchange

This architecture powers every core capability of Traversal’s AI SRE

Alert Intelligence

Autonomously triages alerts to catch issues before they become incidents
Learn More
customer proof
700+
High-severity alerts eliminated
At PepsiCo, Traversal helped prevent incidents by eliminating a backlog of 700+ high-severity alerts.

Incident RCA

Traces incidents across services, dependencies, and changes to isolate the true root cause and remediation path in minutes
Learn More
customer proof
32%
MTTR reduction
At Amex, evidence-backed RCA cut resolution time dramatically.

Self-healing

Converts diagnosis into action with automated remediation, compressing recovery time
Learn More
customer proof
70%
MTTR reduction
At Cloudways, end-to-end self-healing resolved issues automatically.

Code Resilience

Feeds production context back into development so each line of code becomes safer, more resilient, and better at preventing future incidents
Learn More
customer proof
21%
Fewer incidents
At DigitalOcean, production context made code more resilient.
GHgithub.com / payments-api / pull / 2092

Reduce payments-api timeout to 3000ms

#2092 opened by @alex · 3 commits

Reduce payments-api timeout to 3000ms

#2092 · @alex

Traversal Don't merge — this will cause an incident

This timeout change conflicts with a downstream dependency. Estimated impact: 0 pods affected, ~0 req/min.

Deployment impact preview

Affected services

checkout-api subscription-billing refund-service +5 more

Why this breaks

3000ms is below the P99 latency of features.example.com (3.4s). This call will time out under normal load.

Historical precedent

Same change pattern caused incident #2697 on Mar 14 — 47 min outage.

✓ Traversal Suggested fix

Keep the timeout at 5000ms and add a circuit breaker for features.example.com.

Production Support

Gives any engineer natural-language access to the live state of production: answers grounded in real-time telemetry, code, and tribal knowledge
Learn More
customer proof
2,000+
SENIOR ENG HOURS / MONTH
At a top global crypto exchange, Traversal projected 2,000+ senior engineering hours reclaimed per month through Production Support.