Exponential Backoff Isn't Enough: The Retry Storm Hiding in Your Recovery Path
The problem A dependency blips for 400ms — a deploy, a GC pause, a brief network partition, doesn't matter which. Every client with an in-flight req…
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Honoring Margaret Hamilton: Preserving Legacy of Pioneers Behind Modern AI and Autonomous Systems
Technical Reconstruction of Margaret Hamilton's Contributions to Software Engineering and AI Foundations Main Thesis: Margaret Hamilton's pioneering…
DNS Record Write Rejected Because Zone ID Is Not Domain Name — Validation Debug
Short answer: when a DNS record write is rejected because a zone ID is not a domain name, resolve the opaque reference first, canonicalize the retur…
What Idempotent Actually Means: Why Retries Are Safe (and When They Aren't)
Originally published on Loop & Retry — field notes on building LLM agents that survive production. Search for "what does idempotent mean" and yo…
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Pr…
Building Trust Through Transparency: Why Mifugo Added a Public Status Page
When you're building software for farmers, you're building software for people whose livelihood depends on it. A feed log missed at 6 AM isn't just…
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Pr…
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Pr…
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Pr…
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Pr…
AI memory가 자기 출력을 다시 입력으로 세지 않게 하는 법
AI memory가 자기 출력을 다시 입력으로 세지 않게 하는 법 AI memory 시스템은 대화에서 기억을 만들고, 그 기억을 다시 요약해 더 높은 수준의 결론을 만들 수 있습니다. 여기서 원본에 가까운 입력과 시스템이 만든 파생 결과를 구분하지 않으면, 파생 결…
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Pr…
Building a Culture of Reliability: Beyond the SRE Handbook
You Can't Hire Your Way to Reliability I've seen companies hire 5 SREs and expect reliability to magically improve. It doesn't. Reliability is a cul…
Escalation Policies: How to Route Alerts Without Waking Everyone
A misconfigured escalation policy has two failure modes, and both are bad. Either every engineer on the team gets paged for a minor hiccup, or nobod…
On-Call Engineer Burnout: How to Build Sustainable Rotations
Most on-call rotations start with good intentions and end with someone updating their LinkedIn. The schedule ships as a shared Google Sheet, the tea…
SLO as Code — нельзя верить людям
Всем привет, меня зовут Вячеслав, я Team Lead SRE в Купере. Рассказ в этой статье пойдет о том, как мы внедряли SLO , чего достигли и какие лайфхаки…
Exponential backoff with jitter stopped our CI retry storms
TL;DR: Exponential backoff with jitter spreads client retries over time so a recovering service doesn't get flattened by a synchronised wave. We add…
Ваши постмортемы — это поминки. И добрая половина процессов в компании тоже
Однажды я зашёл в компанию через неделю после крупного падения и попросил показать постмортем. Мне показали — с гордостью. Таймлайн поминутно, five…
Grafana 'No Data' after migration: 7 reconcilers we had to kill first
The first fix lasted 90 seconds. We had corrected the Grafana datasource URL from prometheus:9999 back to prometheus:9090, watched the pod roll, ref…
Does Railway Have a Reliability Problem? Spring 2026 Is Just the Tip of the Iceberg.
Summary: Railway logged 8 incidents in 8 days in May 2026. That sounds bad before you find that they had 1,112 outages since October 2022, averaging…