AIOps: наш опыт внедрения HolmesGPT на трёх проектах
Мы внедрили HolmesGPT — open-source SRE-агента — в шести Kubernetes-кластерах на трёх проектах. Теперь через несколько минут после алерта рядом с ни…
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AI Agents Calling Your Existing Backend Without MCP Development
AI agents are becoming more useful than ever; they’re now doing more than just generating text. They can now retrieve information from different sou…
Can AI SRE Really Reduce MTTR? What It Can and Cannot Automate
Most SRE teams do not lose the bulk of an incident because nobody noticed something was broken. In mature environments, alerting is already fast eno…
Что там с последним коммерческим облаком в России (и как мы лажали этот год)
Коротко итоги за год: · Пустили ИИ в прод. · Уволили отдел продаж. · Чуть не положили дата-центр. · Ещё раз пустили ИИ в прод.…
Every Layer of Your AI Stack Is an Attack Vector. Count Them.
From the team at Backboard.io . We build AI infrastructure, so we have a position here. We state it at the end, clearly labeled. Everything before t…
A Wider Computer, Not a Bigger One: Modeling AI Inference Across Millions of Homes
I modeled an AI inference fleet distributed across ordinary homes. What survived was narrower—and more plausible—than what I started with. Picture a…
AIOps Is More Than Just a Chatbot
It started with a Discord bot React ChatBotify is an open-source project I maintain, and part of that meant looking after its websites and serv…
ИИ в эксплуатации (AIOps): разбор алертов и автоматизация инцидентов
В марте 2025 года Gartner сделал то, чего индустрия ждала несколько лет: официально переименовал категорию AIOps в Event Intelligence Solutions. При…
How AI Is Changing SRE Workflows (Without Replacing SREs)
I get asked this question a lot: 'Is AI going to replace SREs?' Short answer: no. Long answer: AI is changing what SREs spend their time on, and the…
Snap a Dish, Get a Recipe: Building GraceSoft DishLens Solo
This week the recording of GraceSoft CMS's "vibe coding" series is on pause. Something more exciting pulled my attention: my first venture into mobi…
ИИ-агент 4 месяца дежурит на наших прод-логах: 113 алертов, 2 галлюцинации и фикс за 3,5 часа
Пользователи почти не сообщают о багах: напишет 1 из 0, остальные молча уйдут. На прод-логи мы посадили автономного ИИ-агента: 300 тысяч строк в сут…
Building a Production-Safe AI Remediation Firewall for Amazon EKS
A reproducible multi-AZ resilience walkthrough: spread a service across simulated zones, kill one under load, and measure the dropped requests — plu…
Why Must AIOps Move from Processing Alerts to Understanding Business Service Relationships?
The alerts have been processed, but the business problem remains A critical business system begins responding slowly, and the monitoring environment…
I Spent a Week Fixing the Wrong Skill (And Other Lessons from Evaluating an AI PR Reviewer)
TLDR The baseline model (Claude Opus, no guidance) already catches ~65% of textbook bugs. The plugin's value comes from false positive suppression a…
As SpaceX deal looms, Cursor partners with Chainguard to secure open-source dependencies in AI-built code
Cursor has spent the past week in headlines after confirming a partnership with SpaceX that could eventually lead to a $60 billion acquisition . The…
How context travels in a multi-agent world
Engineering teams building with AI agents have largely solved the single-agent problem. The harder challenge arrives when capabilities get split acr…
Planning network checks before running them: a local-first workflow pattern
Many operations tasks do not begin as tickets, dashboards, or scripts. They begin as intent. Someone says: Check whether this subnet looks normal. O…
Your agents keep making the same mistakes. Nobody has time to fix it.
Your agents keep making the same mistakes. Nobody has time to fix it. AI coding agents are getting better at the tasks you give them direct feedback…
How I Built a Persona Chat Agent and Fought Hallucination — A RAG Story
I wasn't building another AI chatbot. I was building an AI persona. Someone users could actually have conversations with. A fictional person with: a…
AI Agent Governance: 10 Takeaways from Engineering Leaders on Agentic Development
Agentic development starts as a productivity story, but at scale it quickly becomes a governance problem. At AI Native DevCon London, we hosted a se…
Best of AI is now open source!
We started Best of AI about a year ago as a curated list of AI tools worth using. Today the whole thing is open source on GitHub — data, site, scrip…
How I Built an Autonomous Incident Investigation Agent That Reduced MTTR by 65%
Series: AI-Native SRE Table of Contents The Problem Every On-Call Engineer Knows What FRIDAY Does Architecture Overview Key Design Decisions The Too…
When the conclusion comes first
A sponsored benchmark is just an experiment with a sponsor. So read it like one. I read a lot of vendor benchmarks. Most are fine. They are marketin…
Scarab Field Test #022 — Playwright Worker Response Header Hang
Target: microsoft/playwright Issue: microsoft/playwright#39948 Status: local patch prepared and validated Patch commit: 269228a88 — fix(chromium): r…
The MCP Rug Pull - When the Tool You Trusted Yesterday Becomes Malicious Today
The Model Context Protocol (MCP) is having its npm moment. Hundreds of community-built servers expose database access, GitHub APIs, Slack, Notion, y…
Turning OpenClaw Governance Into an Operating Layer
In my last article, I wrote about a practical lesson from end-to-end testing inside OpenClaw: proving that a command exists is not the same thing as…
Agentic Ops: How I Shipped My Vibe-Coded Game to Production
Over the weekend, I vibe coded a cooking game. You combine random ingredients, and the game generates a dish with a score and a snarky review — stuf…
JaisCloud — A Free, Single-Binary AWS Emulator in Go
Why We Built JaisCloud — A Free, Single-Binary AWS Emulator in Go If you've ever tried to test AWS-dependent code locally, you've probably reached f…
AWS Summit Seoul 2026: Korean Enterprises And Agentic AI
Over the last few years, people have been asking the same question about AI: with so much money going into models, GPUs, and data centers, when will…
The iam: PassRole Nightmare - 3 Weeks of My Life I Will Never Get Back
Let me tell you the story of three weeks of my life I will never get back. We were building an AI agent on AMAZON Bedrock — an autonomous system tha…