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 сутки…
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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 and…
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 acros…
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 b…
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 set …
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 Tool-…
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 for…
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 i…
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 that …
I Injected Three Faults. The Agent Found All of Them.
Overview Let's get our hands dirty. This part covers the full setup and the actual demo: deploy PayLedger to both regions, wire up Route 53 failover, …
Runbooks Don't Investigate. AWS DevOps Agent Does.
Overview I finished the DR Toolkit thinking I had covered the important parts of disaster recovery: runbooks, RTO/RPO targets, post-mortems. Then I ma…