<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Faa on Azarudeen.com</title><link>http://azarudeen.com/tags/faa/</link><description>Recent content in Faa on Azarudeen.com</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Sun, 01 Jan 2023 10:00:00 +0530</lastBuildDate><atom:link href="http://azarudeen.com/tags/faa/index.xml" rel="self" type="application/rss+xml"/><item><title>The Platform Engineering Pivot: Datadog's $5M Lesson and the First AI Whispers</title><link>http://azarudeen.com/posts/09-jan-2023-to-mar-2024-the-platform-engineering-pivot/</link><pubDate>Sun, 01 Jan 2023 10:00:00 +0530</pubDate><guid>http://azarudeen.com/posts/09-jan-2023-to-mar-2024-the-platform-engineering-pivot/</guid><description>&lt;h1 id="the-platform-engineering-pivot-jan-2023--mar-2024"&gt;The Platform Engineering Pivot (Jan 2023 – Mar 2024)&lt;/h1&gt;
&lt;p&gt;This window&amp;rsquo;s marquee postmortem came from an observability vendor taking its
own medicine, while the industry around it reorganized: &amp;ldquo;platform engineering&amp;rdquo;
absorbed much of DevOps&amp;rsquo;s identity, and the first LLM assistants quietly joined
incident channels.&lt;/p&gt;
&lt;h2 id="the-incidents-that-defined-the-period"&gt;The incidents that defined the period&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;FAA NOTAM outage, January 2023&lt;/strong&gt; — A corrupted database file (linked to a
contractor&amp;rsquo;s procedural error during maintenance) grounded all US flight
departures for hours — the first nationwide ground stop since 9/11. Decades-old
systems with no hot failover became a congressional topic.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Microsoft Azure WAN, January 25, 2023&lt;/strong&gt; — A &lt;strong&gt;router configuration change&lt;/strong&gt;
(a command evaluated differently than intended across devices) rippled through
Microsoft&amp;rsquo;s global WAN, breaking Azure, Teams, and M365 worldwide for hours.
Config-change-to-global-blast-radius, the classic, at telco scale.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Datadog, March 8, 2023&lt;/strong&gt; — The one everyone studied: an &lt;strong&gt;automatic security
update to systemd&lt;/strong&gt; across their fleet triggered a network stack reset on tens
of thousands of nodes across &lt;strong&gt;multiple cloud providers simultaneously&lt;/strong&gt;
(&lt;a href="https://www.datadoghq.com/blog/2023-03-08-multiregion-infrastructure-connectivity-issue/"&gt;datadoghq.com&lt;/a&gt;).
Days of degraded service, a reported ~$5M revenue impact, and an exemplary
multi-part postmortem. Being multi-cloud didn&amp;rsquo;t help — the &lt;em&gt;same OS update
channel&lt;/em&gt; spanned all of them. Correlated failure via configuration management,
proven at scale.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;AWS us-east-1, June 13, 2023&lt;/strong&gt; — A capacity-management issue in Lambda
degraded dozens of services for ~3 hours; notable postmortem admission:
AWS&amp;rsquo;s own support-case system was impaired, again.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;UK air traffic control (NATS), August 2023&lt;/strong&gt; — A single flight plan with
duplicate waypoint names hit an unhandled edge case; primary &lt;em&gt;and&lt;/em&gt; identical
backup failed the same way. The independent review became a classic on
common-mode software failure.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Optus, November 2023&lt;/strong&gt; — A routing update from an upstream network cascaded
into a ~14-hour national outage in Australia (emergency calls affected);
the CEO resigned. Executive accountability for reliability, made explicit.&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id="what-the-postmortems-reveal"&gt;What the postmortems reveal&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;1. Correlated failure became the top-of-mind risk.&lt;/strong&gt; Datadog&amp;rsquo;s incident
(one update channel, every cloud) and NATS (identical primary/backup software)
showed that redundancy without &lt;em&gt;diversity&lt;/em&gt; is bookkeeping. Postmortems began
asking: what update, config, or code path is shared across our &amp;ldquo;independent&amp;rdquo;
copies?&lt;/p&gt;</description></item></channel></rss>