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h-10 pl-4 pr-2 gap-0 font-semibold bg-white text-black hover:bg-white/90 focus-visible:ring-4 focus-visible:ring-white/30 focus-visible:outline-none focus-visible:bg-white/90 disabled:hover:bg-white inline-flex items-center border justify-center select-none rounded-full disabled:cursor-not-allowed disabled:opacity-70 transition ease-in-out duration-200" data-state="closed" href="/signup">Get Started<span class="text-[#70757E]"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="M10.75 8.75L14.25 12L10.75 15.25" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5"></path></svg></span></a></div></div></div></header><div><div class="space-y-8 py-16 md:max-w-7xl mx-auto w-full max-w-5xl px-6"><p class="sans mt-6 text-center text-sm leading-[1.6] text-slate-11 font-normal"><time dateTime="2024-02-22">February 22nd, 2024</time></p><div><h2 class="font-book font-styling font-display mt-4 text-center text-[3rem] md:text-[3.5rem] tracking-tight leading-[120%] font-gradient"><span data-br=":R56kj6:" data-brr="1" style="display:inline-block;vertical-align:top;text-decoration:inherit;text-wrap:balance">Incident report for February 21st, 2024</span><script>self.__wrap_n=self.__wrap_n||(self.CSS&&CSS.supports("text-wrap","balance")?1:2);self.__wrap_b=(e,n,t)=>{t=t||document.querySelector(`[data-br="${e}"]`);let r=t.parentElement,o=f=>t.style.maxWidth=f+"px";t.style.maxWidth="";let c=r.clientWidth,a=r.clientHeight,s=c/2-.25,i=c+.5,p;if(c){for(o(s),s=Math.max(t.scrollWidth,s);s+1<i;)p=Math.round((s+i)/2),o(p),r.clientHeight===a?i=p:s=p;o(i*n+c*(1-n))}t.__wrap_o||(typeof ResizeObserver!="undefined"?(t.__wrap_o=new ResizeObserver(()=>{self.__wrap_b(0,+t.dataset.brr,t)})).observe(r):process.env.NODE_ENV==="development"&&console.warn("The browser you are using does not support the ResizeObserver API. Please consider add polyfill for this API to avoid potential layout shifts or upgrade your browser. Read more: https://github.com/shuding/react-wrap-balancer#browser-support-information"))};self.__wrap_n!=1&&self.__wrap_b(":R56kj6:",1)</script></h2><p class="sans text-center text-base md:text-[1.125rem] md:leading-[1.5] text-slate-11 font-normal"><span data-br=":R96kj6:" data-brr="1" style="display:inline-block;vertical-align:top;text-decoration:inherit;text-wrap:balance">Detailed postmortem of the outage on February 21st.</span><script>self.__wrap_n=self.__wrap_n||(self.CSS&&CSS.supports("text-wrap","balance")?1:2);self.__wrap_b=(e,n,t)=>{t=t||document.querySelector(`[data-br="${e}"]`);let r=t.parentElement,o=f=>t.style.maxWidth=f+"px";t.style.maxWidth="";let c=r.clientWidth,a=r.clientHeight,s=c/2-.25,i=c+.5,p;if(c){for(o(s),s=Math.max(t.scrollWidth,s);s+1<i;)p=Math.round((s+i)/2),o(p),r.clientHeight===a?i=p:s=p;o(i*n+c*(1-n))}t.__wrap_o||(typeof ResizeObserver!="undefined"?(t.__wrap_o=new ResizeObserver(()=>{self.__wrap_b(0,+t.dataset.brr,t)})).observe(r):process.env.NODE_ENV==="development"&&console.warn("The browser you are using does not support the ResizeObserver API. Please consider add polyfill for this API to avoid potential layout shifts or upgrade your browser. Read more: https://github.com/shuding/react-wrap-balancer#browser-support-information"))};self.__wrap_n!=1&&self.__wrap_b(":R96kj6:",1)</script></p></div><div class="mx-auto mb-10 mt-6 flex flex-row items-center justify-center gap-2"><span class="relative block flex-shrink-0 overflow-hidden rounded-full" style="background:linear-gradient(var(--background), var(--background)) padding-box, linear-gradient(42deg, var(--background) 45%, var(--slate-a10)) border-box;border:1px solid transparent"><img alt="Bu Kinoshita" fetchpriority="high" width="28" height="28" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2Fstatic%2Favatars%2Fbu-kinoshita.jpg&w=32&q=75 1x, /_next/image?url=%2Fstatic%2Favatars%2Fbu-kinoshita.jpg&w=64&q=75 2x" src="/_next/image?url=%2Fstatic%2Favatars%2Fbu-kinoshita.jpg&w=64&q=75"/></span><span class="sans text-sm leading-[1.6] text-slate-11 font-normal">Bu Kinoshita</span></div><div class="col-span-2 overflow-hidden rounded-lg border border-slate-6 md:rounded-xl"><img alt="Incident report for February 21st, 2024" fetchpriority="high" width="1200" height="630" decoding="async" data-nimg="1" class="w-full object-cover" style="color:transparent" srcSet="/_next/image?url=%2Fstatic%2Fposts%2Fincident-report-for-february-21-2024.jpg&w=1200&q=100 1x, /_next/image?url=%2Fstatic%2Fposts%2Fincident-report-for-february-21-2024.jpg&w=3840&q=100 2x" src="/_next/image?url=%2Fstatic%2Fposts%2Fincident-report-for-february-21-2024.jpg&w=3840&q=100"/></div><div class="content mx-auto max-w-2xl"><h2>Summary (TL;DR)</h2> | |
| <p>On February 21st, 2024, Resend experienced an <a href="https://resend-status.com/incident/329826">outage</a> that affected all users due to a database migration that went wrong. This prevented users from using the API (including sending emails) and accessing the dashboard from 05:01 to 17:05 UTC (about 12 hours).</p> | |
| <p>The database migration accidentally deleted data from production servers. We immediately began the restoration process from a backup, which completed 6 hours later. Unfortunately, once it finished, we found that it failed to restore the data, so we had to start the restoration process a second time with a different backup.</p> | |
| <p>During this time, no API requests were being accepted and no data being stored. For data created prior to the migration, there was 5 minute of data loss from when the migration started and the database went offline from 04:50:00 to 04:56:27 UTC. We are currently working on re-populating the data from this 5-minute window.</p> | |
| <p>We sincerely apologize for the impact and inconvenience caused by this outage. We place immense importance on reliability, but this week, we fell short of our commitment to you all. It is clear that we have a long way to go in becoming an industry-leading infrastructure provider, but in learning from this incident, we will improve our operations and tooling to avoid outages like this in the future, whatever the cause.</p> | |
| <h2>Timeline</h2> | |
| <p><em>All times are in Coordinated Universal Time (UTC)</em></p> | |
| <p><strong>February 21st, 2024</strong></p> | |
| <ul> | |
| <li>04:56: Database migration started</li> | |
| <li>04:57: Noticed tables being dropped from the production database</li> | |
| <li>05:01: Began restoring the database from a backup</li> | |
| <li>05:02: Posted on <a href="https://resend-status.com/incident/329826">status page</a>, updating every 30-60 minutes until resolution</li> | |
| <li>11:02: First restoration process completed</li> | |
| <li>11:03: Realized the first backup failed and started to investigate</li> | |
| <li>11:33: Found that the backup failed due to a wrong selection of the backup timestamp</li> | |
| <li>11:48: Increased compute to speed up the restoration process - updated database memory from 128GB to 256GB and CPU from 32-core ARM to 64-core ARM</li> | |
| <li>12:05: Began restoring the database from an older backup</li> | |
| <li>17:01: Second restoration process completed</li> | |
| <li>17:02: API began receiving requests</li> | |
| <li>17:05: Dashboard was accessible again, and incident was resolved</li> | |
| </ul> | |
| <h2>What happened</h2> | |
| <p>While building a feature, we performed a database migration command locally, but it incorrectly pointed to the production environment instead, which dropped all tables in production.</p> | |
| <p>The first attempt to restore the database took 6 hours but failed due to a wrong selection of the backup timestamp. The second attempt to restore took an extra 5 hours and succeeded, bringing all data back besides a 5-minute window of data loss.</p> | |
| <h2>Impact</h2> | |
| <p>All users were unable to send emails, use the API, or access the Resend dashboard for 12 hours from 05:01 to 17:05 UTC.</p> | |
| <p>For data created prior to the migration, there was 5 minutes of data loss from when the migration started and the database went offline from 04:50:00 to 04:56:27 UTC.</p> | |
| <h2>Next steps and improvements</h2> | |
| <ul> | |
| <li> | |
| <p>Re-populate data from the 5-minute window of data loss.</p> | |
| </li> | |
| <li> | |
| <p>No accessible user role should have write privileges on the production database.</p> | |
| </li> | |
| <li> | |
| <p>Improve local development to reduce risks related to database migrations.</p> | |
| </li> | |
| <li> | |
| <p>Create redundancy to preserve sending function even during a database outage.</p> | |
| </li> | |
| <li> | |
| <p>Increase cadence for disaster recovery tests.</p> | |
| </li> | |
| <li> | |
| <p>Implement incident banner on Resend dashboard to inform users quickly.</p> | |
| </li> | |
| </ul> | |
| <p>To our customers, we are deeply sorry that this incident occurred and that it prevented you from delivering your mission-critical emails. We know that actions speak louder than words, so we will continue to learn, grow, and improve, starting by implementing the improvements listed above.</p> | |
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offset="1" stop-color="#535353"></stop></linearGradient></defs></svg></div><script id="__NEXT_DATA__" type="application/json" crossorigin="">{"props":{"pageProps":{"title":"Incident report for February 21st, 2024","slug":"incident-report-for-february-21-2024","description":"Detailed postmortem of the outage on February 21st.","image":"/static/posts/incident-report-for-february-21-2024.jpg","date":"2024-02-22","author_name":"Bu Kinoshita","author_avatar":"/static/avatars/bu-kinoshita.jpg","content":"\u003ch2\u003eSummary (TL;DR)\u003c/h2\u003e\n\u003cp\u003eOn February 21st, 2024, Resend experienced an \u003ca href=\"https://resend-status.com/incident/329826\"\u003eoutage\u003c/a\u003e that affected all users due to a database migration that went wrong. This prevented users from using the API (including sending emails) and accessing the dashboard from 05:01 to 17:05 UTC (about 12 hours).\u003c/p\u003e\n\u003cp\u003eThe database migration accidentally deleted data from production servers. We immediately began the restoration process from a backup, which completed 6 hours later. Unfortunately, once it finished, we found that it failed to restore the data, so we had to start the restoration process a second time with a different backup.\u003c/p\u003e\n\u003cp\u003eDuring this time, no API requests were being accepted and no data being stored. For data created prior to the migration, there was 5 minute of data loss from when the migration started and the database went offline from 04:50:00 to 04:56:27 UTC. We are currently working on re-populating the data from this 5-minute window.\u003c/p\u003e\n\u003cp\u003eWe sincerely apologize for the impact and inconvenience caused by this outage. We place immense importance on reliability, but this week, we fell short of our commitment to you all. It is clear that we have a long way to go in becoming an industry-leading infrastructure provider, but in learning from this incident, we will improve our operations and tooling to avoid outages like this in the future, whatever the cause.\u003c/p\u003e\n\u003ch2\u003eTimeline\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eAll times are in Coordinated Universal Time (UTC)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFebruary 21st, 2024\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e04:56: Database migration started\u003c/li\u003e\n\u003cli\u003e04:57: Noticed tables being dropped from the production database\u003c/li\u003e\n\u003cli\u003e05:01: Began restoring the database from a backup\u003c/li\u003e\n\u003cli\u003e05:02: Posted on \u003ca href=\"https://resend-status.com/incident/329826\"\u003estatus page\u003c/a\u003e, updating every 30-60 minutes until resolution\u003c/li\u003e\n\u003cli\u003e11:02: First restoration process completed\u003c/li\u003e\n\u003cli\u003e11:03: Realized the first backup failed and started to investigate\u003c/li\u003e\n\u003cli\u003e11:33: Found that the backup failed due to a wrong selection of the backup timestamp\u003c/li\u003e\n\u003cli\u003e11:48: Increased compute to speed up the restoration process - updated database memory from 128GB to 256GB and CPU from 32-core ARM to 64-core ARM\u003c/li\u003e\n\u003cli\u003e12:05: Began restoring the database from an older backup\u003c/li\u003e\n\u003cli\u003e17:01: Second restoration process completed\u003c/li\u003e\n\u003cli\u003e17:02: API began receiving requests\u003c/li\u003e\n\u003cli\u003e17:05: Dashboard was accessible again, and incident was resolved\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat happened\u003c/h2\u003e\n\u003cp\u003eWhile building a feature, we performed a database migration command locally, but it incorrectly pointed to the production environment instead, which dropped all tables in production.\u003c/p\u003e\n\u003cp\u003eThe first attempt to restore the database took 6 hours but failed due to a wrong selection of the backup timestamp. The second attempt to restore took an extra 5 hours and succeeded, bringing all data back besides a 5-minute window of data loss.\u003c/p\u003e\n\u003ch2\u003eImpact\u003c/h2\u003e\n\u003cp\u003eAll users were unable to send emails, use the API, or access the Resend dashboard for 12 hours from 05:01 to 17:05 UTC.\u003c/p\u003e\n\u003cp\u003eFor data created prior to the migration, there was 5 minutes of data loss from when the migration started and the database went offline from 04:50:00 to 04:56:27 UTC.\u003c/p\u003e\n\u003ch2\u003eNext steps and improvements\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRe-populate data from the 5-minute window of data loss.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eNo accessible user role should have write privileges on the production database.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImprove local development to reduce risks related to database migrations.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCreate redundancy to preserve sending function even during a database outage.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIncrease cadence for disaster recovery tests.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImplement incident banner on Resend dashboard to inform users quickly.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eTo our customers, we are deeply sorry that this incident occurred and that it prevented you from delivering your mission-critical emails. We know that actions speak louder than words, so we will continue to learn, grow, and improve, starting by implementing the improvements listed above.\u003c/p\u003e\n"},"__N_SSG":true},"page":"/blog/[slug]","query":{"slug":"incident-report-for-february-21-2024"},"buildId":"XSe6_RzH2FbEfcRaaL7by","isFallback":false,"gsp":true,"scriptLoader":[]}</script></body></html> |
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