For today's Donations Monday, I'd like to remind you about a fundraiser by a friend of mine. Its goal is to get 70k UAH for a pick up truck. So far, about 20k has been raised. Let's make it happen!
https://send.monobank.ua/jar/8Mjotj4Uei
#donations #Ukraine
https://send.monobank.ua/jar/8Mjotj4Uei
#donations #Ukraine
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I already shared postmortems from both OpenAI and Hugging Face on the recent security incident when a frontier model broke out of its sandbox to search for a solution for its task.
Here is a more detailed writeup by OpenAI on this incident. Given that OpenAI has an intrinsic motivation to advertise their models, I would still take this with a pinch of salt, but it should be interesting.
I haven't read this article fully yet, but the start is promising.
#ai #security
Here is a more detailed writeup by OpenAI on this incident. Given that OpenAI has an intrinsic motivation to advertise their models, I would still take this with a pinch of salt, but it should be interesting.
I haven't read this article fully yet, but the start is promising.
#ai #security
OpenAI
The Hugging Face incident and the road ahead
OpenAI shares findings from the Hugging Face security incident and the steps we’re taking to strengthen AI model security, monitoring, and alignment.
Continuing with the topic of AI.
A colleague of mine wrote an article on how to attribute the cost with AWS Bedrock with code samples of how to enable it and the description of pitfalls we encountered along the way.
#aws #ai #finops
A colleague of mine wrote an article on how to attribute the cost with AWS Bedrock with code samples of how to enable it and the description of pitfalls we encountered along the way.
#aws #ai #finops
Medium
Per-engineer cost attribution for Claude Code on Amazon Bedrock: a complete guide
This mechanism applies to any Bedrock client on IAM Identity Center; our examples use Claude Code
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A nice visualization of Go dependencies.
It's interesting how you can instantly see packages that support hundreds, if not thousands, of others. I would have guessed that
Also, I did not expect to see Viper and Cobra being so influential, even though I think they are cool.
#go #programming
It's interesting how you can instantly see packages that support hundreds, if not thousands, of others. I would have guessed that
testify is popular, but I wouldn't have guessed that it's the most popular. Also, I did not expect to see Viper and Cobra being so influential, even though I think they are cool.
#go #programming
Luís Sousa
The Shape of Go — Luís Sousa
Every public Go module and every declared dependency in a single graph: 2,638,112 modules and 9,443,537 edges.
A new issue of the CatOps Digest is here!
https://newsletter.catops.dev/p/catops-digest-2026-09-04
#digest #newsletter
https://newsletter.catops.dev/p/catops-digest-2026-09-04
#digest #newsletter
newsletter.catops.dev
CatOps Digest 2026-09-04
What was on CatOps in the last two weeks...
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Today, I’d like to remind you about the fundraiser a friend of mine is doing. The goal is to raise 70k UAH for a pickup truck for Zaporizhzhia direction.
You can donate on this Monobank jar:
https://send.monobank.ua/jar/8Mjotj4Uei
#donations #Ukraine
You can donate on this Monobank jar:
https://send.monobank.ua/jar/8Mjotj4Uei
#donations #Ukraine
❤2
An interesting article on how to configure AI reviews for Terraform plans with GitHub Actions and AWS Bedrock.
I don’t necessarily like the style of this article, but the content is cool. Now, I need to check how to do something similar with Atlantis. I presume, I could just trigger a GHA on a comment.
P.S. This article was brought to you by weekly.tf. If you actively work with Terraform, you may find this newsletter helpful. So, make sure to subscribe!
#terraform #ai
I don’t necessarily like the style of this article, but the content is cool. Now, I need to check how to do something similar with Atlantis. I presume, I could just trigger a GHA on a comment.
P.S. This article was brought to you by weekly.tf. If you actively work with Terraform, you may find this newsletter helpful. So, make sure to subscribe!
#terraform #ai
Medium
I Built an AI Terraform Plan Reviewer and Hit Five Access Gates Getting There
Every Terraform PR I review goes the same way. I open the plan output, scroll past forty lines of ~tags and ~id noise, and try to spot the…
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I recall, back in the day, there was a popular interview question: "What would you not automate in your job?" I haven't heard it for a while, but with AI now, maybe it's still relevant. Perhaps it's even more relevant than back then.
What SREs Should Automate — and Never Automate — with AI is an article about that. I would argue that the point about security incidents contradicts a bit to what was said earlier: if AI can collect the data for a normal incident, why cannot it do the same for the security one? A human would still stay in charge of the remediation and the final decision.
#sre #ai
What SREs Should Automate — and Never Automate — with AI is an article about that. I would argue that the point about security incidents contradicts a bit to what was said earlier: if AI can collect the data for a normal incident, why cannot it do the same for the security one? A human would still stay in charge of the remediation and the final decision.
#sre #ai
Hackernoon
What SREs Should Automate — and Never Automate — with AI | HackerNoon
Automate based on impact and recoverability, not on whether the AI is technically capable of doing the task.
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I don’t remember, if I shared this book bundle with you, but it won’t hurt to share it again.
Think like a programmer by No Starch Press.
#books
Think like a programmer by No Starch Press.
#books
Humble Bundle
Humble Tech Book Bundle: Think Like a Programmer 2026 by No Starch Press
Think like a programmer and move like a programmer with a collection of learning courses from the experts at No Starch Press!
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Why Distributed Databases Fail at Coordination Boundaries is a neat article on the areas to pay attention to when working with any distributed system, really.
#db
#db
DZone
Why Distributed Databases Fail at Coordination Boundaries
Failures in distributed systems emerge at interfaces where independent components exchange timing, ownership, and state information.
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There will be no digest today because I haven't posted much this week.
So, instead here is an article from Anthropic on how to deal with the strain that AI development and reviews put on CI. This is a real problem in the AI-driven SDLC, or so-called "software factories", but unlike code reviews and harnesses, it's not been talked about so much, unfortunately.
#cicd #ai
So, instead here is an article from Anthropic on how to deal with the strain that AI development and reviews put on CI. This is a real problem in the AI-driven SDLC, or so-called "software factories", but unlike code reviews and harnesses, it's not been talked about so much, unfortunately.
#cicd #ai
Claude
Agentic coding is straining CI. Here’s how we scaled test impact analysis at Anthropic | Claude by Anthropic
Our CI job volume increased 25x over 6 months. We patched our test selection service three times before finding a sustainable solution.
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