Submitted URL: http://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Effective URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Submission: On March 17 via api from US — Scanned from SE

Summary

This website contacted 9 IPs in 4 countries across 10 domains to perform 32 HTTP transactions. The main IP is 185.146.173.20, located in Sweden and belongs to CLOUDFLARENET, US. The main domain is shopify.engineering.
TLS certificate: Issued by R3 on January 26th 2023. Valid for: 3 months.
This is the only time shopify.engineering was scanned on urlscan.io!

urlscan.io Verdict: No classification

Domain & IP information

IP Address AS Autonomous System
1 8 185.146.173.20 13335 (CLOUDFLAR...)
14 23.227.60.200 13335 (CLOUDFLAR...)
2 216.58.212.136 15169 (GOOGLE)
2 35.190.88.7 15169 (GOOGLE)
2 157.240.252.13 32934 (FACEBOOK)
2 216.239.38.21 15169 (GOOGLE)
2 157.240.252.35 32934 (FACEBOOK)
1 1 172.217.16.194 15169 (GOOGLE)
1 1 142.250.185.132 15169 (GOOGLE)
1 142.250.186.131 15169 (GOOGLE)
32 9
Apex Domain
Subdomains
Transfer
16 shopify.com
cdn.shopify.com — Cisco Umbrella Rank: 1732
dux.shopify.com — Cisco Umbrella Rank: 78136
282 KB
5 shopifysvc.com
monorail-edge.shopifysvc.com — Cisco Umbrella Rank: 2780
2 KB
3 shopify.engineering
shopify.engineering
41 KB
2 facebook.com
www.facebook.com — Cisco Umbrella Rank: 108
260 B
2 facebook.net
connect.facebook.net — Cisco Umbrella Rank: 147
137 KB
2 bugsnag.com
sessions.bugsnag.com — Cisco Umbrella Rank: 721
140 B
2 googletagmanager.com
www.googletagmanager.com — Cisco Umbrella Rank: 42
147 KB
1 google.se
www.google.se — Cisco Umbrella Rank: 29294
455 B
1 google.com
www.google.com — Cisco Umbrella Rank: 2
686 B
1 doubleclick.net
googleads.g.doubleclick.net — Cisco Umbrella Rank: 32
761 B
32 10
Domain Requested by
14 cdn.shopify.com shopify.engineering
cdn.shopify.com
5 monorail-edge.shopifysvc.com cdn.shopify.com
3 shopify.engineering 1 redirects cdn.shopify.com
2 www.facebook.com
2 dux.shopify.com www.googletagmanager.com
2 connect.facebook.net shopify.engineering
connect.facebook.net
2 sessions.bugsnag.com cdn.shopify.com
2 www.googletagmanager.com shopify.engineering
www.googletagmanager.com
1 www.google.se
1 www.google.com 1 redirects
1 googleads.g.doubleclick.net 1 redirects
32 11
Subject Issuer Validity Valid
shopify.engineering
R3
2023-01-26 -
2023-04-26
3 months crt.sh
cdn.shopify.com
R3
2023-01-17 -
2023-04-17
3 months crt.sh
*.google-analytics.com
GTS CA 1C3
2023-03-02 -
2023-05-25
3 months crt.sh
*.bugsnag.com
Sectigo RSA Domain Validation Secure Server CA
2022-04-26 -
2023-04-26
a year crt.sh
monorail-edge.shopifysvc.com
R3
2023-01-26 -
2023-04-26
3 months crt.sh
*.facebook.com
DigiCert SHA2 High Assurance Server CA
2023-01-10 -
2023-03-24
2 months crt.sh
dux.shopify.com
GTS CA 1D4
2023-01-29 -
2023-04-29
3 months crt.sh

This page contains 2 frames:

Primary Page: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Frame ID: F2ED1CDAD7128A4CE968C1B304AAF092
Requests: 30 HTTP requests in this frame

Frame: https://www.facebook.com/tr/
Frame ID: CDCF197E1C8CE5DA5E38CFE1A193651E
Requests: 1 HTTP requests in this frame

Screenshot

Page Title

Shopify's Playbook for Scaling Machine Learning (2023)ShopifyOpen Main NavigationHomeClose Main Navigation

Page URL History Show full URLs

  1. http://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=Link... HTTP 301
    https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=Link... Page URL

Detected technologies

Overall confidence: 100%
Detected patterns
  • /bugsnag.*\.js

Overall confidence: 100%
Detected patterns
  • //connect\.facebook\.([a-z]+)/[^/]*/[a-z]*\.js

Overall confidence: 100%
Detected patterns

Overall confidence: 100%
Detected patterns
  • googletagmanager\.com/gtm\.js
  • googletagmanager\.com/gtag/js

Page Statistics

32
Requests

97 %
HTTPS

0 %
IPv6

10
Domains

11
Subdomains

9
IPs

4
Countries

609 kB
Transfer

1679 kB
Size

9
Cookies

Page URL History

This captures the URL locations of the websites, including HTTP redirects and client-side redirects via JavaScript or Meta fields.

  1. http://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn HTTP 301
    https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn Page URL

Redirected requests

There were HTTP redirect chains for the following requests:

Request Chain 29
  • https://googleads.g.doubleclick.net/pagead/viewthroughconversion/974897256/?random=1679039024373&cv=10&fst=1679039024373&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&tiba=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&auid=1966608301.1679039024&uaa=&uab=&uafvl=&uamb=0&uam=&uap=&uapv=&uaw=0 HTTP 302
  • https://www.google.com/pagead/1p-user-list/974897256/?random=1679039024373&cv=10&fst=1679036400000&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&tiba=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&is_vtc=1&random=236183228 HTTP 302
  • https://www.google.se/pagead/1p-user-list/974897256/?random=1679039024373&cv=10&fst=1679036400000&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&tiba=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&is_vtc=1&random=236183228&ipr=y

32 HTTP transactions

Resource
Path
Size
x-fer
Type
MIME-Type
Primary Request shopify-playbook-scaling-machine-learning
shopify.engineering/
Redirect Chain
  • http://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
  • https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
85 KB
26 KB
Document
General
Full URL
https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
b2342503fa9e08cfca86c6c61c61ee3d4c5eee0ba541ffe7ddcb38060db0e1f3
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Frame-Options deny
X-Xss-Protection 1; mode=block; report=/xss-report?source%5Baction%5D=show&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Fblog&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=6f80c246-5091-4d7e-bfe7-d55788d82c25

Request headers

Upgrade-Insecure-Requests
1
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
accept-language
se-SE,se;q=0.9

Response headers

accept-ch
Save-Data
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
cache-control
max-age=0, private, must-revalidate
cf-cache-status
MISS
cf-ray
7a939b438b600a1f-ARN
content-encoding
br
content-security-policy-report-only
default-src 'self' https:; child-src 'self' https: data:; connect-src 'self' https: wss:; font-src 'self' https: data:; img-src 'self' https: data:; media-src 'self' https: data:; object-src 'self' https:; script-src 'self' https: 'unsafe-inline' 'unsafe-eval'; style-src 'self' https: 'unsafe-inline'; report-uri /csp-report?source%5Baction%5D=show&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Fblog&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=6f80c246-5091-4d7e-bfe7-d55788d82c25
content-type
text/html; charset=utf-8
date
Fri, 17 Mar 2023 07:43:43 GMT
etag
W/"b2342503fa9e08cfca86c6c61c61ee3d"
link
<https://cdn.shopify.com/shopifycloud/brochure/assets/manifests/engineering-blog-article-68e83d0b3f98df2fe1bb16f7d97fb532c412dd7782ce23b25a3eb2f76650672c.css>; rel=preload; as=style
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=cTVo%2BNPSdnYYcCfNAZWifNZLhnLZdGzQlfcGvKKRw%2F59lDQtaPk8hHKVHM6rhi2ygX1%2BOqJe9b8SF%2Fk15lrBV5wjZ29xMdtoG7LLGB3NwdrkgYwC9zdc2TwsZl%2FcE%2B%2BqGws9Mfk%3D"}],"group":"cf-nel","max_age":604800}
server
cloudflare
server-timing
processing;dur=437, socket_queue;dur=5.073 cfRequestDuration;dur=631.000042
strict-transport-security
max-age=15552000; includeSubDomains; preload
vary
Accept-Encoding
x-content-type-options
nosniff
x-dc
gcp-us-east1,gcp-us-east1
x-download-options
noopen
x-frame-options
deny
x-permitted-cross-domain-policies
none
x-request-id
6f80c246-5091-4d7e-bfe7-d55788d82c25
x-robots-tag
index, follow, max-image-preview:large
x-runtime
0.435515
x-xss-protection
1; mode=block; report=/xss-report?source%5Baction%5D=show&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Fblog&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=6f80c246-5091-4d7e-bfe7-d55788d82c25

Redirect headers

CF-RAY
7a939b42cb392d65-ARN
Cache-Control
max-age=3600
Connection
keep-alive
Date
Fri, 17 Mar 2023 07:43:42 GMT
Expires
Fri, 17 Mar 2023 08:43:42 GMT
Location
https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
NEL
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
Report-To
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=Z71JSBySSTtwYbtO%2BpAyLcZC5w%2BmEHDAWtGQfQVSwZps8r%2B%2FuqKT6xMd%2FnNHTfa08jWNKHmhCNNj4Qwk4qP4Yz87qSD5fQ8Oca%2B8K%2BaAb6wkmkqQxrRZmASUvvLqA44IWQc7up8%3D"}],"group":"cf-nel","max_age":604800}
Server
cloudflare
Server-Timing
cfRequestDuration;dur=19.999981
Transfer-Encoding
chunked
Vary
Accept-Encoding
X-Content-Type-Options
nosniff
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
engineering-blog-article-68e83d0b3f98df2fe1bb16f7d97fb532c412dd7782ce23b25a3eb2f76650672c.css
cdn.shopify.com/shopifycloud/brochure/assets/manifests/
248 B
1022 B
Stylesheet
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/assets/manifests/engineering-blog-article-68e83d0b3f98df2fe1bb16f7d97fb532c412dd7782ce23b25a3eb2f76650672c.css
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
68e83d0b3f98df2fe1bb16f7d97fb532c412dd7782ce23b25a3eb2f76650672c
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-central1,gcp-us-east1
age
311440
content-encoding
br
content-disposition
inline
server-timing
imagery;dur=90.234, imageryFetch;dur=90.092, cfRequestDuration;dur=49.999952
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
042adafb-ab87-4a33-b94c-45b9b9807072
last-modified
Mon, 13 Mar 2023 17:02:03 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=%2BhsHewVuhJzZ51%2B2AvxfJYWcgh3YTJfad2TyQ3Js%2F9x8%2BdACTf2Du3eXu3oQQl5wLfB6TwjvWy7zO6yLLy%2BvjH%2BDZ%2BjSPxF9xPgMyjG0YTULNy9yYVjb42RmmPKw5K495w%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/css
access-control-allow-origin
*
cache-control
public, max-age=31536000, immutable
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/assets/manifests/engineering-blog-article-68e83d0b3f98df2fe1bb16f7d97fb532c412dd7782ce23b25a3eb2f76650672c.css>; rel="canonical"
cf-ray
7a939b498ccb09a8-ARN
ShopifySans--regular.woff2
cdn.shopify.com/static/fonts/
32 KB
32 KB
Font
General
Full URL
https://cdn.shopify.com/static/fonts/ShopifySans--regular.woff2
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
71625c4060cdd8478f8ea9d62c83285eb85507e156e706cbb91ce80ba19dc066
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

Referer
https://shopify.engineering/
Origin
https://shopify.engineering
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,us-central1
age
5528390
server-timing
imagery;dur=19.777, imageryFetch;dur=19.553, cfRequestDuration;dur=65.000057
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
32656
x-xss-protection
1; mode=block
x-request-id
a78b7eb4-b869-47ef-9d8b-248b1ded83c3
last-modified
Fri, 26 Aug 2022 01:14:28 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=TaM3y8EtxKtYPB4xk3Q8MmP%2BJ%2FwYm1dIBGmZL1%2FuyvOFDmXCahdCYuCFcbNPRuEYF%2FGkYgWFKnBNcjBvi8Oq6%2BrAaXnuH6VEK%2F00C32rDeyUCYlSb1W0fD9fMupPvSzFXQ%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
font/woff2
access-control-allow-origin
*
cache-control
public, max-age=31536000
accept-ranges
bytes
timing-allow-origin
*
link
<https://cdn.shopify.com/static/fonts/ShopifySans--regular.woff2>; rel="canonical"
cf-ray
7a939b498ee62d99-ARN
ShopifySans--bold.woff2
cdn.shopify.com/static/fonts/
37 KB
38 KB
Font
General
Full URL
https://cdn.shopify.com/static/fonts/ShopifySans--bold.woff2
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
7cdcb8dafd2f35ec642986935ed106e2c36f93e2a3143297a98cdcf00351744b
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

Referer
https://shopify.engineering/
Origin
https://shopify.engineering
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,us-central1
age
17553725
server-timing
imagery;dur=28.833, imageryFetch;dur=28.636, cfRequestDuration;dur=13.000011
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
37552
x-xss-protection
1; mode=block
x-request-id
5ff6b345-d945-4ff5-b64f-d26dc949ad4f
last-modified
Fri, 26 Aug 2022 03:02:27 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=R6SFbgeN5DojhL4BvkJ5Y%2F%2B89QfAZf%2FDigJn3MAeVxJ%2Fn9CNaeiln84IOT2vvIdwmuDkIB1QRSXloPl7UXKDgKMnRrL8Xg8Dmdki%2FQh4keb9xeFJFVvTbPSxXZNznwWESg%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
font/woff2
access-control-allow-origin
*
cache-control
public, max-age=31536000
accept-ranges
bytes
timing-allow-origin
*
link
<https://cdn.shopify.com/static/fonts/ShopifySans--bold.woff2>; rel="canonical"
cf-ray
7a939b498ee92d99-ARN
application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/
136 KB
24 KB
Stylesheet
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
9ec6992f14e3144a6e47513ec7ed26ce8650faa2c14c88dc80fc0d099ba0df55
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-east1
age
311889
content-encoding
br
content-disposition
inline
server-timing
imagery;dur=19.036, imageryFetch;dur=18.780, cfRequestDuration;dur=14.999866
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
ccf52b95-197d-4828-813e-75f137d0cb35
last-modified
Mon, 13 Mar 2023 17:04:58 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=zIt%2BRRHWdoLNpMvEzYdabtwc0%2BqoFapVzXDNMYCamL3nR7u7fYEYo50ABb0I9SkMgl%2F71cWRu2rcqwvnrTyhhHR6LLxySs8n8Qk7q4q3ebWKUMJhtXf2tY2ojDvyxoLi8A%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/css
access-control-allow-origin
*
cache-control
public, max-age=31536000, immutable
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css>; rel="canonical"
cf-ray
7a939b498ccd09a8-ARN
ShopifyEng_BlogIllustrations_220111_72ppi_03_ShopifysVicePresidentsPlaybookForScalingMachineLearning.jpg
cdn.shopify.com/s/files/1/0779/4361/articles/
12 KB
13 KB
Image
General
Full URL
https://cdn.shopify.com/s/files/1/0779/4361/articles/ShopifyEng_BlogIllustrations_220111_72ppi_03_ShopifysVicePresidentsPlaybookForScalingMachineLearning.jpg?v=1645033295&width=1024
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
c8d4144b8cc5cca73a8b00fa72f27832f266f94a866fdb4fb1cfeea5376b8a7e
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-east1
source-type
image/jpeg
server-timing
imagery;dur=194.018, imageryFetch;dur=78.698, imageryProcess;dur=113.829;desc="image", cfRequestDuration;dur=128.000259
source-length
122034
content-length
12466
x-xss-protection
1; mode=block
x-request-id
1fd17437-b7b9-4be6-ab1d-fdd1426002ec
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
last-modified
Thu, 16 Mar 2023 10:29:56 GMT
server
cloudflare
vary
Accept, Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=qKMCMxAKLBeTdSTwOs9DekZy0sq7kOscVeYeDTpMg5YKW1TZ0LsTp3vxgFZ2h3S5Fqjc0C%2B29u0shIw1G8Iyz7mDrVoA3yWWwemc4JmYgixfE2XbwkZkyry3YuOICORUJA%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
image/webp
access-control-allow-origin
*
access-control-expose-headers
*
cache-control
public, max-age=31557600
accept-ranges
bytes
timing-allow-origin
*
link
<https://cdn.shopify.com/s/files/1/0779/4361/articles/ShopifyEng_BlogIllustrations_220111_72ppi_03_ShopifysVicePresidentsPlaybookForScalingMachineLearning.jpg>; rel="canonical"
cf-ray
7a939b49fd7309a8-ARN
bugsnag.v7.4.0.min.js
cdn.shopify.com/static/javascripts/vendor/
40 KB
13 KB
Script
General
Full URL
https://cdn.shopify.com/static/javascripts/vendor/bugsnag.v7.4.0.min.js
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
f2a3746ed7ad89b642c0e68ac732d662d3e9c2d72cd5aa6d327713b955631e31
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

Referer
https://shopify.engineering/
Origin
https://shopify.engineering
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-east1
age
311440
content-encoding
br
server-timing
imagery;dur=23.749, imageryFetch;dur=23.565, cfRequestDuration;dur=9.999752
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
4d440ce3-2f8d-42f1-9cbc-18b2b8b6cc16
last-modified
Mon, 13 Mar 2023 17:11:31 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=14%2BZrKkLF9w57JF6t9xR9HCOYH6Ygypq4QiRv7r%2BZva2dAxY7Ewf2N93MBbZafk6zlyNJqYFWIVbFwRIKrFkvXNPE8863F1z0Wtd62fWi8sCbJEc8L3GtpS%2FNPEznBCXGw%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/javascript
access-control-allow-origin
*
cache-control
public, max-age=31536000
timing-allow-origin
*
link
<https://cdn.shopify.com/static/javascripts/vendor/bugsnag.v7.4.0.min.js>; rel="canonical"
cf-ray
7a939b49ef6f2d99-ARN
runtime-2af9a96379e472a25a553b81230079b4832217e2a451256e8d77989b2737092a.js
cdn.shopify.com/shopifycloud/brochure/bundles/latest/
3 KB
2 KB
Script
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/runtime-2af9a96379e472a25a553b81230079b4832217e2a451256e8d77989b2737092a.js
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
2af9a96379e472a25a553b81230079b4832217e2a451256e8d77989b2737092a
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-central1,gcp-us-east1
age
310769
content-encoding
br
content-disposition
inline
server-timing
imagery;dur=26.003, imageryFetch;dur=25.809, cfRequestDuration;dur=9.999990
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
f765f052-a081-4b62-ba0d-6e09cf52362e
last-modified
Mon, 13 Mar 2023 17:24:05 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=iyk%2BP4tsGMtehO3YNpoUS8Q30xOeiKYfSWuOkSx%2FKfyRfcteRz0TwDvBwV3SjCykxpvJQbDgB%2Bv1Ul5qCxwpPwOzyY8t29c9gOQ%2Fa9BG5by90KhP2dY9tv7Hmgo3qpwG2A%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/javascript
access-control-allow-origin
*
cache-control
public, max-age=31536000, immutable
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/runtime-2af9a96379e472a25a553b81230079b4832217e2a451256e8d77989b2737092a.js>; rel="canonical"
cf-ray
7a939b49fd6d09a8-ARN
vendor-13df83d2febaf0ef8920512296575e0f0412f6438f14d50312562b586c3cdc98.js
cdn.shopify.com/shopifycloud/brochure/bundles/latest/
176 KB
45 KB
Script
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/vendor-13df83d2febaf0ef8920512296575e0f0412f6438f14d50312562b586c3cdc98.js
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
13df83d2febaf0ef8920512296575e0f0412f6438f14d50312562b586c3cdc98
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-east1
age
310183
content-encoding
br
content-disposition
inline
server-timing
imagery;dur=91.141, imageryFetch;dur=90.914, cfRequestDuration;dur=18.999815
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
ab07c181-e47e-4d6c-ac81-0faeeb2fe258
last-modified
Mon, 13 Mar 2023 17:34:00 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=tqGi%2BrVoXcyp5o7TcgKLOX8HqGHAsz60Wd%2BRwjCH7cSGoYw4CTtH%2FRqv%2F90PQmfmaRGFSQkF8eXqM9uWsYrH%2FbdT8bbe8gZyG7%2B1z7Pi7uTEl%2BiUdsb4Oe8UQUPDTyCU4Q%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/javascript
access-control-allow-origin
*
cache-control
public, max-age=31536000, immutable
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/vendor-13df83d2febaf0ef8920512296575e0f0412f6438f14d50312562b586c3cdc98.js>; rel="canonical"
cf-ray
7a939b49fd6f09a8-ARN
augmented-reality~manif~40cc967a-e1d300bdce3d7efc3d2e5dadb9717db5d673caf0ac7c6ef7849ad178c5683fa8.js
cdn.shopify.com/shopifycloud/brochure/bundles/latest/manifests/about~manifests/app-store-principles~manifests/apple-pay~manifests/
24 KB
8 KB
Script
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/manifests/about~manifests/app-store-principles~manifests/apple-pay~manifests/augmented-reality~manif~40cc967a-e1d300bdce3d7efc3d2e5dadb9717db5d673caf0ac7c6ef7849ad178c5683fa8.js
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
e1d300bdce3d7efc3d2e5dadb9717db5d673caf0ac7c6ef7849ad178c5683fa8
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-central1,gcp-us-central1
age
309225
content-encoding
br
content-disposition
inline
server-timing
imagery;dur=18.115, imageryFetch;dur=17.916, cfRequestDuration;dur=12.999773
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
ccbe6e4f-246f-49a7-8b52-4004abe44603
last-modified
Mon, 13 Mar 2023 17:49:35 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=qGmkBM%2BEtxmkt%2BJBPJZ0DhcqjtjTHBUhk6vzbpECTzlvppArA9Ztf8YZi3RNPR8eF%2FURCWKjmmetMergKoKvnYoXQUV2l7bd1E08EWiiPRGDAXme6Nrum57MB37YWjnvvA%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/javascript
access-control-allow-origin
*
cache-control
public, max-age=31536000, immutable
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/manifests/about~manifests/app-store-principles~manifests/apple-pay~manifests/augmented-reality~manif~40cc967a-e1d300bdce3d7efc3d2e5dadb9717db5d673caf0ac7c6ef7849ad178c5683fa8.js>; rel="canonical"
cf-ray
7a939b49fd7109a8-ARN
blog-d7c927825d070523b0b8c88abe043bd54dbcef878c16a1bd15b71ebdbbd40702.js
cdn.shopify.com/shopifycloud/brochure/bundles/latest/manifests/
11 KB
4 KB
Script
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/manifests/blog-d7c927825d070523b0b8c88abe043bd54dbcef878c16a1bd15b71ebdbbd40702.js
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
d7c927825d070523b0b8c88abe043bd54dbcef878c16a1bd15b71ebdbbd40702
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-central1
age
312451
content-encoding
br
content-disposition
inline
server-timing
imagery;dur=54.609, imageryFetch;dur=54.309, cfRequestDuration;dur=9.000063
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
bc3f23e1-be10-42c3-9bbb-f25513cb68d4
last-modified
Mon, 13 Mar 2023 16:55:15 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=Yc2jZrTmyX%2FM1QySJFuG6eD9TTkglx9wuQDfkRWZYR65GbSqbTKxdYZXkJKsjMHePwhRgkacTxSPbNNmeK%2FNishjgpn9FbC5XMm0YCwm6o1lI8ayfJbjW7GjTMEZHpBDSw%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/javascript
access-control-allow-origin
*
cache-control
public, max-age=31536000, immutable
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/bundles/latest/manifests/blog-d7c927825d070523b0b8c88abe043bd54dbcef878c16a1bd15b71ebdbbd40702.js>; rel="canonical"
cf-ray
7a939b49fd7209a8-ARN
gtm.js
www.googletagmanager.com/
223 KB
70 KB
Script
General
Full URL
https://www.googletagmanager.com/gtm.js?id=GTM-TZ26LP8&dl=dataLayer
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
216.58.212.136 , United States, ASN15169 (GOOGLE, US),
Reverse DNS
ams15s21-in-f8.1e100.net
Software
Google Tag Manager /
Resource Hash
99623f92914b65209399b3aadb1c0a58ad89777e9c6adfad1107c1efba85dc36
Security Headers
Name Value
Strict-Transport-Security max-age=31536000; includeSubDomains
X-Xss-Protection 0

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
content-encoding
br
strict-transport-security
max-age=31536000; includeSubDomains
cross-origin-resource-policy
cross-origin
alt-svc
h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
content-length
71615
x-xss-protection
0
last-modified
Fri, 17 Mar 2023 06:00:00 GMT
server
Google Tag Manager
vary
Accept-Encoding
content-type
application/javascript; charset=UTF-8
access-control-allow-origin
*
cache-control
private, max-age=900
access-control-allow-credentials
true
access-control-allow-headers
Cache-Control
expires
Fri, 17 Mar 2023 07:43:43 GMT
trekkie.brochure.min.js
cdn.shopify.com/s/javascripts/tricorder/
71 KB
19 KB
Script
General
Full URL
https://cdn.shopify.com/s/javascripts/tricorder/trekkie.brochure.min.js?v=2022.08.31
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
f733e76c096aefb797a2ea76daed1e00483ffe6f17d1182489f0f97ab5845830
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-central1
age
1430
content-encoding
br
server-timing
imagery;dur=27.277, imageryFetch;dur=27.028, cfRequestDuration;dur=11.000156
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block
x-request-id
141b0ad2-dde6-4cc3-afe8-c6c95e0dd00b
last-modified
Fri, 17 Mar 2023 06:54:37 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=REefWQGYw%2FWEXEH2pR2zVpV3D4MWJgn1PP2JwWDmAGyh%2FHQcICSbAIF5QdG4KTXLbTWBHN8hdqdLIJoehUAuo%2Fp97OOzhyljRLKZCIS%2Fxve3Q27EEGvpgrBW7JBxKM8geg%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
text/javascript
access-control-allow-origin
*
access-control-expose-headers
*
cache-control
public, max-age=1800, must-revalidate
timing-allow-origin
*
link
<https://cdn.shopify.com/s/javascripts/tricorder/trekkie.brochure.min.js>; rel="canonical"
cf-ray
7a939b49fd7509a8-ARN
engineering-secondary-banner-e6ac83f200eeb2ebc1963c59bc13df8b8214946d0b616c574bdb106c0ac3d8c2.jpg
cdn.shopify.com/shopifycloud/brochure/assets/engineering-blog/
8 KB
9 KB
Image
General
Full URL
https://cdn.shopify.com/shopifycloud/brochure/assets/engineering-blog/engineering-secondary-banner-e6ac83f200eeb2ebc1963c59bc13df8b8214946d0b616c574bdb106c0ac3d8c2.jpg
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
fdc9705e1601759aa00c4ba71537f90b36efb8a1c21cdf024cebe1f1a255a067
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,us-east1
age
6427451
content-disposition
inline
server-timing
imagery;dur=91.855, imageryFetch;dur=58.242, imageryProcess;dur=33.016;desc="image", cfRequestDuration;dur=9.999990
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
8582
x-xss-protection
1; mode=block
x-request-id
440ba6c0-4512-4a31-95eb-d426596583be
last-modified
Fri, 26 Aug 2022 14:46:17 GMT
server
cloudflare
vary
Accept, Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=Db37C4N%2Bdyi2feeqdXm1NX6jnRbN0J6pIDQZU6WKhfjrPCK4LWjhjjfhKJcx28EEG79W2Kt0nyImeTMUdvQ%2Bb1EALwG2jogsgmzHkXgCDDUyTwZ6k0TrNfMAAwgLsWaFXg%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
image/webp
access-control-allow-origin
*
cache-control
public, max-age=31536000
accept-ranges
bytes
timing-allow-origin
*
link
<https://cdn.shopify.com/shopifycloud/brochure/assets/engineering-blog/engineering-secondary-banner-e6ac83f200eeb2ebc1963c59bc13df8b8214946d0b616c574bdb106c0ac3d8c2.jpg>; rel="canonical"
cf-ray
7a939b4a0d8209a8-ARN
truncated
/
533 B
0
Image
General
Full URL
data:truncated
Protocol
DATA
Server
-, , ASN (),
Reverse DNS
Software
/
Resource Hash
557079349398710eef99cae5b892b00888bc5bdb9c1467ccfa28f26f7be6ec51

Request headers

accept-language
se-SE,se;q=0.9
Referer
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

Content-Type
image/svg+xml;charset=utf8
ShopifySans--medium.woff2
cdn.shopify.com/static/fonts/
36 KB
37 KB
Font
General
Full URL
https://cdn.shopify.com/static/fonts/ShopifySans--medium.woff2
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
5e273ebbce9d731a467a1bd375e7084d94ed8face2facfd33018c31e268683bd
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

Referer
https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
Origin
https://shopify.engineering
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-central1,us-central1
age
5528390
server-timing
imagery;dur=19.964, imageryFetch;dur=19.757, cfRequestDuration;dur=14.999866
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
36576
x-xss-protection
1; mode=block
x-request-id
2b90ddde-3a15-419c-ba10-8f5ca6c47ae7
last-modified
Thu, 25 Aug 2022 22:36:48 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=zqXHAXGxLM%2BmtsvMsdq2RoMN9iLFTfdQbop0lgcwlyD26q%2Bqs9L1l3PSzdHv0O7RLwSkNlLxwmI%2BLfNXix8AkreADe%2FW9tPRY3uPp0hhLF8ETwsAcaTDdVKsIaTZdDwEYw%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
font/woff2
access-control-allow-origin
*
cache-control
public, max-age=31536000
accept-ranges
bytes
timing-allow-origin
*
link
<https://cdn.shopify.com/static/fonts/ShopifySans--medium.woff2>; rel="canonical"
cf-ray
7a939b4a0fa52d99-ARN
ShopifySans--extrabold.woff2
cdn.shopify.com/static/fonts/
35 KB
36 KB
Font
General
Full URL
https://cdn.shopify.com/static/fonts/ShopifySans--extrabold.woff2
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
23.227.60.200 , Canada, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
d51f801f2177bc484384bea49a545ca6ab741795e17849a9a0b5109c5bb1157f
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Xss-Protection 1; mode=block

Request headers

Referer
https://cdn.shopify.com/shopifycloud/brochure/assets/standalone/blog/application-62dd25f8a0c21ce5584c8f7d89d1e701330e39e724eb68137402ffe6d56c580f.css
Origin
https://shopify.engineering
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
HIT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,us-central1
age
15604869
server-timing
imagery;dur=19.455, imageryFetch;dur=19.263, cfRequestDuration;dur=9.999752
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
36164
x-xss-protection
1; mode=block
x-request-id
099fd0ee-dd52-4588-8c24-9dc073bffdc5
last-modified
Thu, 25 Aug 2022 22:58:31 GMT
server
cloudflare
vary
Accept-Encoding
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=rCH7WCGX8ezTUlBHgbIow%2B4FhVkhtIDbZCh23seT6chK11YiQYECz9mcJiH1WcqJAcsP3Tlxn52rbvGQ%2Bv%2BI5GliKOX%2FFPaPUWUiSJyhbF7sdOhbJYAxtMtxOnEsfT3%2FcA%3D%3D"}],"group":"cf-nel","max_age":604800}
content-type
font/woff2
access-control-allow-origin
*
cache-control
public, max-age=31536000
accept-ranges
bytes
timing-allow-origin
*
link
<https://cdn.shopify.com/static/fonts/ShopifySans--extrabold.woff2>; rel="canonical"
cf-ray
7a939b4a1fa72d99-ARN
/
sessions.bugsnag.com/ Frame
0
0
Preflight
General
Full URL
https://sessions.bugsnag.com/
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
35.190.88.7 Kansas City, United States, ASN15169 (GOOGLE, US),
Reverse DNS
7.88.190.35.bc.googleusercontent.com
Software
/
Resource Hash

Request headers

Accept
*/*
Access-Control-Request-Headers
bugsnag-api-key,bugsnag-payload-version,bugsnag-sent-at,content-type
Access-Control-Request-Method
POST
Origin
https://shopify.engineering
Sec-Fetch-Mode
cors
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

access-control-allow-headers
Origin, Content-Type, Accept, Authorization, User-Agent, Referer, X-Forwarded-For, Bugsnag-Api-Key, Bugsnag-Payload-Version, Bugsnag-Sent-At
access-control-allow-methods
POST
access-control-allow-origin
*
alt-svc
h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
content-length
0
date
Fri, 17 Mar 2023 07:43:43 GMT
via
1.1 google
/
sessions.bugsnag.com/
21 B
140 B
XHR
General
Full URL
https://sessions.bugsnag.com/
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/static/javascripts/vendor/bugsnag.v7.4.0.min.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
35.190.88.7 Kansas City, United States, ASN15169 (GOOGLE, US),
Reverse DNS
7.88.190.35.bc.googleusercontent.com
Software
/
Resource Hash
0ba7c0356149946bf0642fab4ef85b95e7090f6f785d0fb84323d0c442e5190a

Request headers

Bugsnag-Payload-Version
1
Referer
https://shopify.engineering/
Bugsnag-Sent-At
2023-03-17T07:43:43.722Z
accept-language
se-SE,se;q=0.9
Bugsnag-Api-Key
60139b6e163bd4168eaeb409f6e80e98
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
Content-Type
application/json

Response headers

access-control-allow-origin
*
date
Fri, 17 Mar 2023 07:43:44 GMT
via
1.1 google
bugsnag-session-uuid
6f11bace-02ca-47a0-bcf9-298ff3cb7f43
alt-svc
h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
content-length
21
content-type
application/json
produce_batch
monorail-edge.shopifysvc.com/unstable/
0
320 B
Ping
General
Full URL
https://monorail-edge.shopifysvc.com/unstable/produce_batch
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/s/javascripts/tricorder/trekkie.brochure.min.js?v=2022.08.31
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Referer
https://shopify.engineering/
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
Content-Type
text/plain

Response headers

date
Fri, 17 Mar 2023 07:43:44 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-central1
server-timing
cfRequestDuration;dur=198.999882
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
0
x-request-id
493eb21a-a51d-4e84-9f6a-e2ac5c830e14
server
cloudflare
access-control-max-age
86400
access-control-allow-methods
OPTIONS,POST
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=xgWQ3%2BVS2MW9FxKbOOBLIZA%2FTohCMsln8nvUtBdhIpRx48EXUGkA3K1y9EsUUBTi2Qq3Rd9h85WdcoiF9Ofuy3InL6jbJ5pmb3Cum1FL5udztvudqySdEriFHgGfgLiPD3ahFyPbk5GvCbTni9o%3D"}],"group":"cf-nel","max_age":604800}
access-control-allow-origin
https://shopify.engineering
access-control-allow-credentials
true
x-robots-tag
noindex
access-control-allow-headers
User-Agent,Accept,Content-Type,X-Monorail-Edge-Event-Created-At-Ms,X-Monorail-Edge-Event-Sent-At-Ms,X-Monorail-Edge-Client-Message-Id,X-Monorail-Edge-Device-Install-Id,X-Monorail-Edge-Accept-Language,X-Monorail-Edge-Content-Language,X-Forwarded-For
cf-ray
7a939b4b09672e13-ARN
__event
shopify.engineering/
43 KB
14 KB
Fetch
General
Full URL
https://shopify.engineering/__event
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/static/javascripts/vendor/bugsnag.v7.4.0.min.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
d35323f91d6b413882b69bb7c4b59339a53541b3443f5dad84046201390aecc1
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Frame-Options deny
X-Xss-Protection 1; mode=block; report=/xss-report?source%5Baction%5D=not_found&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Ferrors&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=13b1332b-c0bf-4488-a66a-8bfae0e79513

Request headers

cache-control
no-cache
Referer
https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
Content-Type
application/json

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-permitted-cross-domain-policies
none
x-dc
gcp-us-east1,gcp-us-east1
content-encoding
br
content-security-policy-report-only
default-src 'self' https:; child-src 'self' https: data:; connect-src 'self' https: wss:; font-src 'self' https: data:; img-src 'self' https: data:; media-src 'self' https: data:; object-src 'self' https:; script-src 'self' https: 'unsafe-inline' 'unsafe-eval'; style-src 'self' https: 'unsafe-inline'; report-uri /csp-report?source%5Baction%5D=not_found&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Ferrors&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=13b1332b-c0bf-4488-a66a-8bfae0e79513
server-timing
processing;dur=33, socket_queue;dur=2.873, util;dur=0.5, cfRequestDuration;dur=162.999868
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
x-xss-protection
1; mode=block; report=/xss-report?source%5Baction%5D=not_found&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Ferrors&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=13b1332b-c0bf-4488-a66a-8bfae0e79513
x-request-id
13b1332b-c0bf-4488-a66a-8bfae0e79513
x-runtime
0.031242
accept-ch
Save-Data
server
cloudflare
x-download-options
noopen
x-frame-options
deny
vary
Accept-Encoding
content-type
text/html; charset=utf-8
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=dUvfcIzsoADmOWtANMsv%2BxcgPpQ10plr9Z4jb1WhWDpcR0GZFQ%2Fo8FQ6LAmkPch64drGYHdBGA%2Fsc45ZscCpB2%2BIGNzn%2F5OEkgWmGJNy35b4c%2Btg%2BGfLLHdacHv%2BQnEOL7REOyE%3D"}],"group":"cf-nel","max_age":604800}
cf-ray
7a939b4aac690a1f-ARN
produce_batch
monorail-edge.shopifysvc.com/unstable/
0
912 B
Ping
General
Full URL
https://monorail-edge.shopifysvc.com/unstable/produce_batch
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/s/javascripts/tricorder/trekkie.brochure.min.js?v=2022.08.31
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Referer
https://shopify.engineering/
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
Content-Type
text/plain

Response headers

date
Fri, 17 Mar 2023 07:43:43 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-east1
server-timing
cfRequestDuration;dur=125.999928
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
0
x-request-id
96ff310e-2bd9-4ac4-8ee6-fef5c4388e5e
server
cloudflare
access-control-max-age
86400
access-control-allow-methods
OPTIONS,POST
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=B9QcD79%2FiaR1djqLB%2B5Tax92iB%2FqJYhVz6IH3PIPWXt%2FV028mOlUq1i6HyS0Stgu0V4XObXCMwLMYssAB1g2XdPIIBEV9cf7P1SEXhlOoxlo8OBozEBkYdrFdXlkmeGuo2hCjaEvNbIZAfRTmvY%3D"}],"group":"cf-nel","max_age":604800}
access-control-allow-origin
https://shopify.engineering
access-control-allow-credentials
true
x-robots-tag
noindex
access-control-allow-headers
User-Agent,Accept,Content-Type,X-Monorail-Edge-Event-Created-At-Ms,X-Monorail-Edge-Event-Sent-At-Ms,X-Monorail-Edge-Client-Message-Id,X-Monorail-Edge-Device-Install-Id,X-Monorail-Edge-Accept-Language,X-Monorail-Edge-Content-Language,X-Forwarded-For
cf-ray
7a939b4b096a2e13-ARN
produce_batch
monorail-edge.shopifysvc.com/unstable/
0
370 B
Ping
General
Full URL
https://monorail-edge.shopifysvc.com/unstable/produce_batch
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/s/javascripts/tricorder/trekkie.brochure.min.js?v=2022.08.31
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Referer
https://shopify.engineering/
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
Content-Type
text/plain

Response headers

date
Fri, 17 Mar 2023 07:43:44 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-central1
server-timing
cfRequestDuration;dur=155.999899
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
0
x-request-id
672e8322-b1bf-4de0-af10-7eff86bae073
server
cloudflare
access-control-max-age
86400
access-control-allow-methods
OPTIONS,POST
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=nw0Ib%2FrH5gDNkdAArnfQtUwJHr%2BgEjU3SJHRgaEelXwSVi7QUZYceOhsQetnDONRsjeC%2FmWpAq1nP3q11zRNUeKGqxojQOf8LrUzv4buQ7cxzdkiqsATwOfLSEFGhesHW24UyFO%2FW4ySTJo9oCM%3D"}],"group":"cf-nel","max_age":604800}
access-control-allow-origin
https://shopify.engineering
access-control-allow-credentials
true
x-robots-tag
noindex
access-control-allow-headers
User-Agent,Accept,Content-Type,X-Monorail-Edge-Event-Created-At-Ms,X-Monorail-Edge-Event-Sent-At-Ms,X-Monorail-Edge-Client-Message-Id,X-Monorail-Edge-Device-Install-Id,X-Monorail-Edge-Accept-Language,X-Monorail-Edge-Content-Language,X-Forwarded-For
cf-ray
7a939b4b096c2e13-ARN
produce
monorail-edge.shopifysvc.com/v1/ Frame
0
0
Preflight
General
Full URL
https://monorail-edge.shopifysvc.com/v1/produce
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Accept
*/*
Access-Control-Request-Headers
content-type,x-monorail-edge-event-created-at-ms,x-monorail-edge-event-sent-at-ms
Access-Control-Request-Method
POST
Origin
https://shopify.engineering
Sec-Fetch-Mode
cors
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

access-control-allow-credentials
true
access-control-allow-headers
User-Agent,Accept,Content-Type,X-Monorail-Edge-Event-Created-At-Ms,X-Monorail-Edge-Event-Sent-At-Ms,X-Monorail-Edge-Client-Message-Id,X-Monorail-Edge-Device-Install-Id,X-Monorail-Edge-Accept-Language,X-Monorail-Edge-Content-Language,X-Forwarded-For
access-control-allow-methods
OPTIONS,POST
access-control-allow-origin
https://shopify.engineering
access-control-max-age
86400
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
cf-cache-status
DYNAMIC
cf-ray
7a939b4b4e782e03-ARN
content-length
0
date
Fri, 17 Mar 2023 07:43:44 GMT
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=sHRGBbXX3jQelbaVHd1BFD3kqoFbogyv2PBBnMA8VS%2BuO9y4IST8T4xZFX1votyMggIxCmbTQfpAPkQhkoQDsriI0hhKd1g0CsocfnzKp5uVV7u69sNGmn06gbtUxLff66jQb%2ByA2XyrFLYMpZE%3D"}],"group":"cf-nel","max_age":604800}
server
cloudflare
server-timing
cfRequestDuration;dur=154.999971
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
x-dc
gcp-us-east1,gcp-us-east1
x-request-id
5d70007e-b488-4180-b346-8bbc40884462
produce
monorail-edge.shopifysvc.com/v1/
0
0
Fetch
General
Full URL
https://monorail-edge.shopifysvc.com/v1/produce
Requested by
Host: cdn.shopify.com
URL: https://cdn.shopify.com/static/javascripts/vendor/bugsnag.v7.4.0.min.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
185.146.173.20 , Sweden, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
Security Headers
Name Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Referer
https://shopify.engineering/
X-Monorail-Edge-Event-Created-At-Ms
1679039023800
X-Monorail-Edge-Event-Sent-At-Ms
1679039023800
accept-language
se-SE,se;q=0.9
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
Content-Type
application/json; charset=utf-8

Response headers

date
Fri, 17 Mar 2023 07:43:44 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
nel
{"success_fraction":0.01,"report_to":"cf-nel","max_age":604800}
x-dc
gcp-us-east1,gcp-us-central1
server-timing
cfRequestDuration;dur=157.999754
alt-svc
h3=":443"; ma=86400, h3-29=":443"; ma=86400
content-length
0
x-request-id
cb28dad5-ab91-46e1-8d02-bb73d72b5626
server
cloudflare
access-control-max-age
86400
access-control-allow-methods
OPTIONS,POST
report-to
{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=7pvRj5qH3Ph5smimqllHw9m8%2B%2F6oT3VTQ2UanPc%2FMNCY8zzSnCWKfNGhm2BGmTHHvCBBnqJJx8WlsbA0viihtg2dHiM%2FaR%2B74vfmIbhbA1fNmNKh%2Bpz2yyQZ8zYe3dQF2weT0mgKNA3yvWfKOYc%3D"}],"group":"cf-nel","max_age":604800}
access-control-allow-origin
https://shopify.engineering
access-control-allow-credentials
true
x-robots-tag
noindex
access-control-allow-headers
User-Agent,Accept,Content-Type,X-Monorail-Edge-Event-Created-At-Ms,X-Monorail-Edge-Event-Sent-At-Ms,X-Monorail-Edge-Client-Message-Id,X-Monorail-Edge-Device-Install-Id,X-Monorail-Edge-Accept-Language,X-Monorail-Edge-Content-Language,X-Forwarded-For
cf-ray
7a939b4c3fbb2e03-ARN
fbevents.js
connect.facebook.net/en_US/
107 KB
28 KB
Script
General
Full URL
https://connect.facebook.net/en_US/fbevents.js
Requested by
Host: shopify.engineering
URL: https://shopify.engineering/shopify-playbook-scaling-machine-learning?utm_source=DSMN8%26utm_medium=LinkedIn
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
157.240.252.13 Frankfurt am Main, Germany, ASN32934 (FACEBOOK, US),
Reverse DNS
xx-fbcdn-shv-01-fra3.fbcdn.net
Software
/
Resource Hash
0fca0294cfaf24a4db0852415eee7bcdea7b9766d59e443fb2d5f0c77eb23363
Security Headers
Name Value
Content-Security-Policy default-src facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com data: blob: 'self';script-src *.fbcdn.net *.facebook.net 'unsafe-inline' 'unsafe-eval' blob: data: 'self';style-src data: blob: 'unsafe-inline' facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com;connect-src *.fbcdn.net *.facebook.net wss://*.fbcdn.net attachment.fbsbx.com blob: 'self';block-all-mixed-content;upgrade-insecure-requests;report-uri https://www.facebook.com/csp/reporting/?m=c&minimize=0;
Strict-Transport-Security max-age=31536000; preload; includeSubDomains
X-Content-Type-Options nosniff
X-Frame-Options DENY
X-Xss-Protection 0

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

content-security-policy
default-src facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com data: blob: 'self';script-src *.fbcdn.net *.facebook.net 'unsafe-inline' 'unsafe-eval' blob: data: 'self';style-src data: blob: 'unsafe-inline' facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com;connect-src *.fbcdn.net *.facebook.net wss://*.fbcdn.net attachment.fbsbx.com blob: 'self';block-all-mixed-content;upgrade-insecure-requests;report-uri https://www.facebook.com/csp/reporting/?m=c&minimize=0;
content-encoding
gzip
x-content-type-options
nosniff
strict-transport-security
max-age=31536000; preload; includeSubDomains
date
Fri, 17 Mar 2023 07:43:44 GMT
document-policy
force-load-at-top
cross-origin-resource-policy
cross-origin
alt-svc
h3=":443"; ma=86400
content-length
27907
x-fb-rlafr
0
x-xss-protection
0
pragma
public
x-fb-debug
+yp5zOrYGyp7bQyvJcAWOijql+u5a5W/w3rz/r9JzNX4VqcS+X6vOzwzpGRgEp5HdTGf4CbkUFh/tRaY3l6q+w==
cross-origin-embedder-policy-report-only
require-corp;report-to="coep_report"
x-fb-trip-id
1679558926
cross-origin-opener-policy
same-origin-allow-popups
vary
Accept-Encoding
report-to
{"max_age":86400,"endpoints":[{"url":"https:\/\/www.facebook.com\/browser_reporting\/?minimize=0"}],"group":"coep_report"}
content-type
application/x-javascript; charset=utf-8
x-frame-options
DENY
origin-agent-cluster
?0
cache-control
public, max-age=1200
expires
Sat, 01 Jan 2000 00:00:00 GMT
js
www.googletagmanager.com/gtag/
220 KB
77 KB
Script
General
Full URL
https://www.googletagmanager.com/gtag/js?id=G-W6NECZNE63&l=dataLayer&cx=c
Requested by
Host: www.googletagmanager.com
URL: https://www.googletagmanager.com/gtm.js?id=GTM-TZ26LP8&dl=dataLayer
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
216.58.212.136 , United States, ASN15169 (GOOGLE, US),
Reverse DNS
ams15s21-in-f8.1e100.net
Software
Google Tag Manager /
Resource Hash
1f0cdd10d6ccaf8c063e9ba77de50e9d9af2985d4c02d1119759ea8d42232e3b
Security Headers
Name Value
Strict-Transport-Security max-age=31536000; includeSubDomains
X-Xss-Protection 0

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:44 GMT
content-encoding
br
strict-transport-security
max-age=31536000; includeSubDomains
server
Google Tag Manager
vary
Accept-Encoding
content-type
application/javascript; charset=UTF-8
access-control-allow-origin
*
cache-control
private, max-age=900
access-control-allow-credentials
true
cross-origin-resource-policy
cross-origin
access-control-allow-headers
Cache-Control
content-length
78739
x-xss-protection
0
alt-svc
h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
expires
Fri, 17 Mar 2023 07:43:44 GMT
collect
dux.shopify.com/g/
558 B
961 B
XHR
General
Full URL
https://dux.shopify.com/g/collect?v=2&tid=G-W6NECZNE63&gtm=45je33f0&_p=1746637649&cid=47626615.1679039024&ul=en-us&sr=1600x1200&_fplc=0&uaa=&uab=&uafvl=&uamb=0&uam=&uap=&uapv=&uaw=0&sst.uc=SE&_s=1&sid=1679039024&sct=1&seg=0&dl=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&dt=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&en=page_view&_fv=1&_nsi=1&_ss=1&ep.user_token=ee864f80-5867-456E-75F2-51EC18A6EB6B&ep.experiment_variation_id=&ep.path_prefix=&ep.clean_referrer=&ep.dom_referrer=&ep.project=Shopify&ep.shop_name=&ep.env_geo_location=eu%7Cse%7Cgdpr&ep.compliance_zone=gdpr&ep.continent_code=eu&ep.country_code=se&ep.signup_session_uuid=&ep.utc_datetime=2023-03-17%2007%3A43%3A44&ep.best_signup_identifier=&ep.gtm_publish_version=48&ep.utm_source=dsmn8%26utm_medium%3Dlinkedin&ep.last_shop_id=&ep.last_shop_domain=&ep.blog_id=7794361_555803574328&ep.affiliate=&ep.canonical_url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning&ep.clean_url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning&ep.page_querystring=utm_source%3Ddsmn8%2526utm_medium%3Dlinkedin&ep.page_hostname=shopify.engineering&ep.page_hostname_path=shopify.engineering%2Fshopify-playbook-scaling-machine-learning&ep.page_path=%2Fshopify-playbook-scaling-machine-learning&ep.experiment_variation=&ep.x-dc-match_id=ee864f80-5867-456E-75F2-51EC18A6EB6B&ep.user_data._tag_mode=MANUAL&up.user_token=ee864f80-5867-456E-75F2-51EC18A6EB6B&richsstsse
Requested by
Host: www.googletagmanager.com
URL: https://www.googletagmanager.com/gtag/js?id=G-W6NECZNE63&l=dataLayer&cx=c
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
216.239.38.21 , United States, ASN15169 (GOOGLE, US),
Reverse DNS
any-in-2615.1e100.net
Software
/
Resource Hash
1c0b3b3bab71ecddcfbce854f8ac146047fd4b9d80e3edfba3fa136668322190
Security Headers
Name Value
X-Content-Type-Options nosniff

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:44 GMT
content-encoding
gzip
x-content-type-options
nosniff
via
1.1 google
vary
Accept-Encoding
content-type
text/plain
access-control-allow-origin
https://shopify.engineering
cache-control
no-cache
access-control-allow-credentials
true
1904241839800487
connect.facebook.net/signals/config/
380 KB
108 KB
Script
General
Full URL
https://connect.facebook.net/signals/config/1904241839800487?v=2.9.98&r=stable
Requested by
Host: connect.facebook.net
URL: https://connect.facebook.net/en_US/fbevents.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
157.240.252.13 Frankfurt am Main, Germany, ASN32934 (FACEBOOK, US),
Reverse DNS
xx-fbcdn-shv-01-fra3.fbcdn.net
Software
/
Resource Hash
9125168b8c5e68d6a86018664b46d0ed3fc404b73749e1e78c63e52679d6d93c
Security Headers
Name Value
Content-Security-Policy default-src facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com data: blob: 'self';script-src *.fbcdn.net *.facebook.net 'unsafe-inline' 'unsafe-eval' blob: data: 'self';style-src data: blob: 'unsafe-inline' facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com;connect-src *.fbcdn.net *.facebook.net wss://*.fbcdn.net attachment.fbsbx.com blob: 'self';block-all-mixed-content;upgrade-insecure-requests;report-uri https://www.facebook.com/csp/reporting/?m=c&minimize=0;
Strict-Transport-Security max-age=31536000; preload; includeSubDomains
X-Content-Type-Options nosniff
X-Frame-Options DENY
X-Xss-Protection 0

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

content-security-policy
default-src facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com data: blob: 'self';script-src *.fbcdn.net *.facebook.net 'unsafe-inline' 'unsafe-eval' blob: data: 'self';style-src data: blob: 'unsafe-inline' facebook.net *.facebook.net fbcdn.net *.fbcdn.net fbsbx.com *.fbsbx.com;connect-src *.fbcdn.net *.facebook.net wss://*.fbcdn.net attachment.fbsbx.com blob: 'self';block-all-mixed-content;upgrade-insecure-requests;report-uri https://www.facebook.com/csp/reporting/?m=c&minimize=0;
content-encoding
gzip
x-content-type-options
nosniff
strict-transport-security
max-age=31536000; preload; includeSubDomains
date
Fri, 17 Mar 2023 07:43:44 GMT
document-policy
force-load-at-top
cross-origin-resource-policy
cross-origin
alt-svc
h3=":443"; ma=86400
content-length
110918
x-fb-rlafr
0
x-xss-protection
0
pragma
public
x-fb-debug
Mi/pq5SGaS7wE36ijHuWwVYfWNMQDCp6cDRThIwDLOcOnt/ZeaYRUrkAzjLClp4HVuKV6Z0hLSE/lww5t2roOA==
cross-origin-embedder-policy-report-only
require-corp;report-to="coep_report"
x-fb-trip-id
1679558926
cross-origin-opener-policy
same-origin-allow-popups
vary
Accept-Encoding
report-to
{"max_age":86400,"endpoints":[{"url":"https:\/\/www.facebook.com\/browser_reporting\/?minimize=0"}],"group":"coep_report"}
content-type
application/x-javascript; charset=utf-8
x-frame-options
DENY
cache-control
public, max-age=1200
expires
Sat, 01 Jan 2000 00:00:00 GMT
/
www.facebook.com/tr/
0
185 B
Image
General
Full URL
https://www.facebook.com/tr/?id=1904241839800487&ev=PageView&dl=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&rl=&if=false&ts=1679039024467&sw=1600&sh=1200&v=2.9.98&r=stable&ec=0&o=30&cs_est=true&fbp=fb.1.1679039024466.863934112&it=1679039024275&coo=false&dpo=LDU&dpoco=0&dpost=0&rqm=GET
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
157.240.252.35 Frankfurt am Main, Germany, ASN32934 (FACEBOOK, US),
Reverse DNS
edge-star-mini-shv-01-fra3.facebook.com
Software
proxygen-bolt /
Resource Hash
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Security Headers
Name Value
Strict-Transport-Security max-age=31536000; includeSubDomains

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

strict-transport-security
max-age=31536000; includeSubDomains
date
Fri, 17 Mar 2023 07:43:44 GMT
server
proxygen-bolt
content-type
text/plain
access-control-allow-origin
access-control-allow-credentials
true
cross-origin-resource-policy
cross-origin
alt-svc
h3=":443"; ma=86400
content-length
0
/
www.google.se/pagead/1p-user-list/974897256/
Redirect Chain
  • https://googleads.g.doubleclick.net/pagead/viewthroughconversion/974897256/?random=1679039024373&cv=10&fst=1679039024373&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fs...
  • https://www.google.com/pagead/1p-user-list/974897256/?random=1679039024373&cv=10&fst=1679036400000&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fs...
  • https://www.google.se/pagead/1p-user-list/974897256/?random=1679039024373&cv=10&fst=1679036400000&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fsh...
42 B
455 B
Image
General
Full URL
https://www.google.se/pagead/1p-user-list/974897256/?random=1679039024373&cv=10&fst=1679036400000&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&tiba=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&is_vtc=1&random=236183228&ipr=y
Protocol
H2
Server
142.250.186.131 , United States, ASN15169 (GOOGLE, US),
Reverse DNS
fra24s07-in-f3.1e100.net
Software
cafe /
Resource Hash
ef1955ae757c8b966c83248350331bd3a30f658ced11f387f8ebf05ab3368629
Security Headers
Name Value
Content-Security-Policy script-src 'none'; object-src 'none'
X-Content-Type-Options nosniff
X-Xss-Protection 0

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

pragma
no-cache
date
Fri, 17 Mar 2023 07:43:45 GMT
content-security-policy
script-src 'none'; object-src 'none'
x-content-type-options
nosniff
server
cafe
content-type
image/gif
p3p
policyref="https://www.googleadservices.com/pagead/p3p.xml", CP="NOI DEV PSA PSD IVA IVD OTP OUR OTR IND OTC"
cache-control
no-cache, no-store, must-revalidate
cross-origin-resource-policy
cross-origin
timing-allow-origin
*
alt-svc
h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
content-length
42
x-xss-protection
0
expires
Fri, 01 Jan 1990 00:00:00 GMT

Redirect headers

pragma
no-cache
date
Fri, 17 Mar 2023 07:43:44 GMT
content-security-policy
script-src 'none'; object-src 'none'
x-content-type-options
nosniff
server
cafe
p3p
policyref="https://www.googleadservices.com/pagead/p3p.xml", CP="NOI DEV PSA PSD IVA IVD OTP OUR OTR IND OTC"
location
https://www.google.se/pagead/1p-user-list/974897256/?random=1679039024373&cv=10&fst=1679036400000&fmt=3&bg=ffffff&guid=ON&u_w=1600&u_h=1200&gtm=45j91e33f1&url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&tiba=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&is_vtc=1&random=236183228&ipr=y
content-type
image/gif
cache-control
no-cache, no-store, must-revalidate
cross-origin-resource-policy
cross-origin
timing-allow-origin
*
alt-svc
h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
content-length
42
x-xss-protection
0
expires
Fri, 01 Jan 1990 00:00:00 GMT
collect
dux.shopify.com/g/
65 B
428 B
XHR
General
Full URL
https://dux.shopify.com/g/collect?v=2&tid=G-W6NECZNE63&gtm=45je33f0&_p=1746637649&cid=47626615.1679039024&ul=en-us&sr=1600x1200&_fplc=0&uaa=&uab=&uafvl=&uamb=0&uam=&uap=&uapv=&uaw=0&sst.uc=SE&_s=2&sid=1679039024&sct=1&seg=0&dl=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning%3Futm_source%3DDSMN8%2526utm_medium%3DLinkedIn&dt=Shopify%27s%20Playbook%20for%20Scaling%20Machine%20Learning%20(2023)&en=event&ep.event_category=Cookies%20Notice&ep.event_action=displayed&ep.event_label=&ep.event_value=&ep.event_non_interaction=false&ep.user_token=ee864f80-5867-456E-75F2-51EC18A6EB6B&ep.experiment_variation_id=&ep.path_prefix=&ep.clean_referrer=&ep.dom_referrer=&ep.project=brochure&ep.shop_name=&ep.env_geo_location=eu%7Cse%7Cgdpr&ep.compliance_zone=gdpr&ep.continent_code=eu&ep.country_code=se&ep.signup_session_uuid=&ep.utc_datetime=2023-03-17%2007%3A43%3A44&ep.best_signup_identifier=&ep.gtm_publish_version=48&ep.utm_source=dsmn8%26utm_medium%3Dlinkedin&ep.last_shop_id=&ep.last_shop_domain=&ep.blog_id=7794361_555803574328&ep.affiliate=&ep.canonical_url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning&ep.clean_url=https%3A%2F%2Fshopify.engineering%2Fshopify-playbook-scaling-machine-learning&ep.page_querystring=utm_source%3Ddsmn8%2526utm_medium%3Dlinkedin&ep.page_hostname=shopify.engineering&ep.page_hostname_path=shopify.engineering%2Fshopify-playbook-scaling-machine-learning&ep.page_path=%2Fshopify-playbook-scaling-machine-learning&ep.experiment_variation=&ep.x-dc-match_id=ee864f80-5867-456E-75F2-51EC18A6EB6B&_et=128&ep.user_data._tag_mode=MANUAL&richsstsse
Requested by
Host: www.googletagmanager.com
URL: https://www.googletagmanager.com/gtag/js?id=G-W6NECZNE63&l=dataLayer&cx=c
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
216.239.38.21 , United States, ASN15169 (GOOGLE, US),
Reverse DNS
any-in-2615.1e100.net
Software
/
Resource Hash
e64954dc34e12c7190cc2338a54b07644ff0f102aa71cc7209bcbb49c3009f7c
Security Headers
Name Value
X-Content-Type-Options nosniff

Request headers

accept-language
se-SE,se;q=0.9
Referer
https://shopify.engineering/
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36

Response headers

date
Fri, 17 Mar 2023 07:43:44 GMT
content-encoding
gzip
x-content-type-options
nosniff
via
1.1 google
vary
Accept-Encoding
content-type
text/plain
access-control-allow-origin
https://shopify.engineering
cache-control
no-cache
access-control-allow-credentials
true
/
www.facebook.com/tr/ Frame CDCF
0
75 B
Document
General
Full URL
https://www.facebook.com/tr/
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
157.240.252.35 Frankfurt am Main, Germany, ASN32934 (FACEBOOK, US),
Reverse DNS
edge-star-mini-shv-01-fra3.facebook.com
Software
proxygen-bolt /
Resource Hash
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Security Headers
Name Value
Strict-Transport-Security max-age=31536000; includeSubDomains

Request headers

Content-Type
application/x-www-form-urlencoded
Origin
https://shopify.engineering
Referer
https://shopify.engineering/
Upgrade-Insecure-Requests
1
User-Agent
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.5563.64 Safari/537.36
accept-language
se-SE,se;q=0.9

Response headers

access-control-allow-credentials
true
access-control-allow-origin
https://shopify.engineering
alt-svc
h3=":443"; ma=86400
content-length
0
content-type
text/plain
cross-origin-resource-policy
cross-origin
date
Fri, 17 Mar 2023 07:43:45 GMT
server
proxygen-bolt
strict-transport-security
max-age=31536000; includeSubDomains

Verdicts & Comments Add Verdict or Comment

45 JavaScript Global Variables

These are the non-standard "global" variables defined on the window object. These can be helpful in identifying possible client-side frameworks and code.

boolean| credentialless function| getCookie function| getUrlParams function| checkMobile string| countryCode object| utag_data boolean| activeConsentNotice boolean| enableGtm boolean| enableTealium function| loadGtm function| loadTealium function| waitForCmpApi string| testString object| regex object| w object| dataLayer object| a object| b string| c object| d object| analytics object| Bugsnag object| bugsnagClient object| App object| I18n object| webpackJsonp object| trekkie object| _visit object| lazySizes object| ShopifyMarketing string| waypointContextKey object| google_tag_manager function| postscribe object| google_tag_manager_external object| google_tag_data object| utag boolean| wistiaDisableMux string| shop_name object| signup_session_uuid object| stored_signup_uuid string| best_signup_identifier function| fbq function| _fbq function| onYouTubeIframeAPIReady object| gaGlobal

9 Cookies

Domain/Path Name / Value
.shopify.engineering/ Name: _y
Value: ee864f80-5867-456E-75F2-51EC18A6EB6B
.shopify.engineering/ Name: _shopify_y
Value: ee864f80-5867-456E-75F2-51EC18A6EB6B
.shopify.engineering/ Name: _s
Value: ee864f82-618B-4CDE-28E6-3E1A28FAC1ED
.shopify.engineering/ Name: _shopify_s
Value: ee864f82-618B-4CDE-28E6-3E1A28FAC1ED
.shopify.engineering/ Name: _uetmsclkid
Value: undefined
.shopify.engineering/ Name: _ga
Value: GA1.1.47626615.1679039024
.shopify.engineering/ Name: _ga_W6NECZNE63
Value: GS1.1.1679039024.1.0.1679039024.0.0.0
.shopify.engineering/ Name: _fbp
Value: fb.1.1679039024466.863934112
.doubleclick.net/ Name: test_cookie
Value: CheckForPermission

1 Console Messages

Source Level URL
Text
network error URL: https://shopify.engineering/__event
Message:
Failed to load resource: the server responded with a status of 404 ()

Security Headers

This page lists any security headers set by the main page. If you want to understand what these mean and how to use them, head on over to this page

Header Value
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Frame-Options deny
X-Xss-Protection 1; mode=block; report=/xss-report?source%5Baction%5D=show&source%5Bapp%5D=Brochure&source%5Bcontroller%5D=engineering_blog%2Fblog&source%5Bdomain%5D=shopify.engineering&source%5Bsection%5D=brochure&source%5Buuid%5D=6f80c246-5091-4d7e-bfe7-d55788d82c25

Indicators

This is a term in the security industry to describe indicators such as IPs, Domains, Hashes, etc. This does not imply that any of these indicate malicious activity.

cdn.shopify.com
connect.facebook.net
dux.shopify.com
googleads.g.doubleclick.net
monorail-edge.shopifysvc.com
sessions.bugsnag.com
shopify.engineering
www.facebook.com
www.google.com
www.google.se
www.googletagmanager.com
142.250.185.132
142.250.186.131
157.240.252.13
157.240.252.35
172.217.16.194
185.146.173.20
216.239.38.21
216.58.212.136
23.227.60.200
35.190.88.7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