Amazon holds engineering meeting following AI-related outages

petethomas 108 points 87 comments March 10, 2026
www.ft.com · View on Hacker News

https://archive.ph/wXvF3

Discussion Highlights (17 comments)

potetoooooo

nice domain

mediumsmart

Is it only 45 dollars for the subscription? Does that cover the AI-related outages too or just the engineering meeting

palmotea

> Amazon’s ecommerce business has summoned a large group of engineers to a meeting on Tuesday for a “deep dive” into a spate of outages, including incidents tied to the use of AI coding tools. > The online retail giant said there had been a “trend of incidents” in recent months, characterised by a “high blast radius” and “Gen-AI assisted changes” among other factors, according to a briefing note for the meeting seen by the FT. > Under “contributing factors” the note included “novel GenAI usage for which best practices and safeguards are not yet fully established”. > “Folks, as you likely know, the availability of the site and related infrastructure has not been good recently,” Dave Treadwell, a senior vice-president at the group, told employees in an email, also seen by the FT.

wiseowise

Hold a meeting?! No way! That’s a news worthy material! Seriously, who even cares? It’s probably going to be “guys be careful but also continue to push slop kthx”.

kerim-ca

Full Article Amazon’s ecommerce business has summoned a large group of engineers to a meeting on Tuesday for a “deep dive” into a spate of outages, including incidents tied to the use of AI coding tools. The online retail giant said there had been a “trend of incidents” in recent months, characterised by a “high blast radius” and “Gen-AI assisted changes” among other factors, according to a briefing note for the meeting seen by the FT. Under “contributing factors” the note included “novel GenAI usage for which best practices and safeguards are not yet fully established”. “Folks, as you likely know, the availability of the site and related infrastructure has not been good recently,” Dave Treadwell, a senior vice-president at the group, told employees in an email, also seen by the FT. The note ahead of Tuesday’s meeting did not specify which particular incidents the group planned to discuss. Amazon’s website and shopping app went down for nearly six hours this month in an incident the company said involved an erroneous “software code deployment”. The outage left customers unable to complete transactions or access functions such as checking account details and product prices. Treadwell, a former Microsoft engineering executive, told employees that Amazon would focus its weekly “This Week in Stores Tech” (TWiST) meeting on a “deep dive into some of the issues that got us here as well as some short immediate term initiatives” the group hopes will limit future outages. He asked staff to attend the meeting, which is normally optional. Junior and mid-level engineers will now require more senior engineers to sign off any AI-assisted changes, Treadwell added. Amazon said the review of website availability was “part of normal business” and it aims for continual improvement. “TWiST is our regular weekly operations meeting with a specific group of retail technology leaders and teams where we review operational performance across our store,” the company said. Separately, the company’s cloud computing arm — Amazon Web Services — has suffered at least two incidents linked to the use of AI coding assistants, which the company has been actively rolling out to its staff. AWS suffered a 13-hour interruption to a cost calculator used by customers in mid-December after engineers allowed the group’s Kiro AI coding tool to make certain changes, and the AI tool opted to “delete and recreate the environment”, the FT previously reported. Amazon previously said the incident in December was an “extremely limited event” affecting only a single service in parts of mainland China. Amazon added that the second incident did not have an impact on a “customer facing AWS service”. The FT previously reported multiple Amazon engineers said their business units had to deal with a higher number of “Sev2s” — incidents requiring a rapid response to avoid product outages — each day as a result of job cuts. Amazon has undertaken multiple rounds of lay-offs in recent years, most recently eliminating 16,000 corporate roles in January. The group has disputed the claim that headcount cuts were responsible for an increase in recent outages.

jqpabc123

Summary: AWS has voluteered to serve as a crash test dummy for vibe coding. But don't tell anyone --- and if you do, don't blame AI because it's all the humans fault for not shaping their questions in the "right way".

urban_winter

https://archive.ph/wXvF3

andyjohnson0

https://archive.ph/wXvF3

rhubarbtree

Some engineers will point to this and say, hey, AI is not gonna work. It doesn’t reason very well and it leads to these problems. But what they’re missing is all code quality is going to tank, and we are just going to accept that. Just as artisanal goods were replaced in the Industrial Revolution with mass produced inferior ones. People will accept bad code if it is cheap enough. We’ve gotten used to aiming for great, even if we often only hit functional. The new bar is going to be so much lower. Welcome to the era of cheap bad code. Lots more software, lots more value overall, but much worse reliability. Every day the apps I use get buggier.

jcgrillo

> Junior and mid-level engineers will now require more senior engineers to sign off any AI-assisted changes, Treadwell added. Lol. Lmao. You have got to be joking. Seniors leaving in droves is how that plays out.

nwmcsween

> Junior and mid-level engineers will now require more senior engineers to sign off any AI-assisted changes, Treadwell added. Beatings will continue until senior engineers leave?

bravetraveler

When you hear "left behind" , remember: is 'it' going to places you want?

pinkmuffinere

> The group has disputed the claim that headcount cuts were responsible for an increase in recent outages. It's a bit hard to believe this.

alecco

They are trying to cure the symptom. The actual cause: one of the most toxic environments to work as a developer. Another case of AI as a scapegoat.

shruubi

Amazon - Where the beatings and layoffs will continue until AI usage improves.

stavarotti

I'm curious whether this is due to their insistence on using home grown tools ie, Kiro and not Codex/Cursor/Claude et all? I tried Kiro and quickly left.

dang

Related ongoing thread: After outages, Amazon to make senior engineers sign off on AI-assisted changes - https://news.ycombinator.com/item?id=47323017 - March 2026 (194 comments) I'm not going to merge the current thread thither, because it's so bad. Interesting specimen of how much worse the comments get when there isn't a readable, substantive article to backstop the thread. (Not a criticism of the submitter! - ft.com was the original source for this story and there are workarounds available, like the archive link and the google trick described at https://news.ycombinator.com/item?id=47319643 .)

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