[Перевод] OpenTelemetry Filelog Receiver: руководство по приему лог-файлов
OpenTelemetry постепенно становится универсальным пылесосом для телеметрии. Осталось только научить его аккуратно засасывать всё то наследие, которо…
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OpenTelemetry постепенно становится универсальным пылесосом для телеметрии. Осталось только научить его аккуратно засасывать всё то наследие, которо…
I ran a penetration test on my own infrastructure last week. No Burp Suite, no exploit fired at production, no CVE popped. The whole engagement came…
You shipped your AI agent. It answers questions, calls tools, retrieves documents, and mostly does the right thing. Mostly. When it does the wrong t…
For a long time, my mental model of observability was this: you import an SDK, sprinkle some calls through your code, each call fires off data to a…
Трейс ИИ-агента можно открыть в обычном "дереве" и найти медленный вызов или спан с ошибкой. Но по дереву трудно восстановить логику запуска: скольк…
Вызов инструмента ИИ-агентом легко теряется между моделью, MCP-клиентом, сервером и внешним API. В конце июля сразу два события показали, каким спос…
How this piece came together. A Zenn writing contest put OpenTelemetry back on my radar, and this is the record of learning it by doing — picking it…
When I started building agent-exec-trace , I thought I knew where the difficulty would be. OSS agent-exec-trace is an observability layer for AI age…
A regression came in for our German enterprise users on the support agent. Quality had dropped for that one cohort, and I opened the trace store exp…
Для проверки сквозного трейсинга GenAI-приложения мы взяли OpenTelemetry Demo 3.0. В обновлённом стенде уже были сервисы chatbot , agent и mcp , а т…
Agentic DevOps Needs Observability: Trace GitHub Copilot with OpenTelemetry An agent can read files, call a model, run tools, delegate to a subagent…
The constraint that shapes everything A refactor that recently landed in a codebase I work in replaced our metrics god class with per-subsystem modu…
When metrics exporters retry failed requests, they can accidentally create a subtle but serious problem: duplicate ingestion. That was the motivatio…
A follow-up to How Old Is My Data? The failure mode that gets worse when a machine is reading the data In a classic dashboard, stale data is a human…
If you run more than a handful of OpenTelemetry Collectors, you already know the pain: a config change means SSHing into boxes, redeploying DaemonSe…
Metrics and logs were the easy part, and I wasn't ready for traces. It took me a while to get it, first getting a grasp on the vocabulary, then putt…
The VictoriaMetrics folks now have a component for each OTel signal: VictoriaMetrics for metrics, VictoriaLogs for logs, and VictoriaTraces for trac…
The problem A single LLM call is easy to reason about. You send a prompt, you get tokens back, you log the latency and you move on. A swarm is not t…
-and added the one signal it was missing Track 01 — AI & Agent Observability. A hackathon project built from scratch, July 20–26, 2026. There's…
We ran Agent K against 12 seeded production incidents. It named the correct root cause 5 times out of 12 — 3 out of 9 if you discard the runs we cou…
By Team ThunderBoltz · Agents of SigNoz Hackathon · Track 1: AI & Agent Observability In the kickoff Q&A for the Agents of SigNoz hackathon,…
Built for the WeMakeDevs Agents of SigNoz hackathon, July 2026. Mission Control. The graph is the swarm, the river underneath it is the live span st…
Introducing Gubernator: The Goldilocks Container Orchestrator Gubernator combines the simplicity of Docker Swarm with the flexibility of Nomad. Tech…
Three verifier agents. One milestone. Real ETH at stake. The first time I ran the consensus loop without tracing, a silent timeout in the peer broad…
Официальный self-hosted-вариант знакомого observability-стека — это под два десятка контейнеров: брокер, воркеры, кэш, отдельное аналитическое храни…
The problem: AI agents are black boxes AI agents chain LLM calls and tool calls together to make decisions. But when something goes wrong — a slow r…
TL;DR Mackerel — Hatena's Japan-origin observability platform — opened its log feature as public beta on July 16, 2026 . In response, this repositor…
Our Kubernetes API was suddenly taking 20 seconds to respond, but traditional pod metrics showed healthy CPU and memory. I needed true observability…
How SigNoz exposed a silent handoff failure inside a multi-agent AI workflow My AI workflow reported that the task was complete. The API returned 20…
This article is my submission for the Agents of SigNoz Hackathon : Blog Track, where participants instrument real applications with OpenTelemetry an…