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Raju DandigamSep 2, 2026 • 5 min read
From Local Traces to Production Observability for Google AI Agents
Most difficult agent incidents begin with one question: Why did the agent do that? Why did it...
#ai#observability#typescript#googlecloud
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Anupam KumarSep 3, 2026 • 4 min read
Debugging AI Apps Shouldn't Mean Grepping Five Dashboards — Introducing Obyflow
Something broke in your app last night. A checkout flow failed, an LLM call timed out, a vector...
#ai#observability#debugging#opensource
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Praveen YadavAug 28, 2026 • 11 min read
I Built a Small API Gateway With Real Production Problems — On Purpose
A Spring Cloud Gateway demo with three-bucket Redis rate limiting, Resilience4j circuit breakers wit...
#java#springboot#microservices#observability
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Ahmed MahmoudAug 31, 2026 • 6 min read
Observability in the Next.js App Router: Field Notes on instrumentation.ts, onRequestError, and the Trace That Leaked Across Requests
Headline: Next.js's instrumentation.ts file and its onRequestError hook give the App Router real...
#nextjs#opentelemetry#observability#webdev
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Premdeep SinghSep 2, 2026 • 6 min read
I Used to Use Splunk. Here’s Why My Team Switched
(And Why Our Security Budget Loves Us Now) Let’s start with a scene you might recognize. My last.....
#splunk#siem#security#observability
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ilya mozerovAug 29, 2026 • 8 min read
I fixed the sensor and silently broke the alarm above it
We had a CPU frequency sensor that had printed two lines in its entire life. Both said...
#linux#observability#monitoring#performance
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Nishant AroraSep 3, 2026 • 7 min read
Your Observability Bill Is a Codebase Nobody Reviews
One config change cut $120K/year. Questioning the rest of the bill found $150K+/year total — ghost s...
#observability#finops#devops#sre
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ilya mozerovAug 28, 2026 • 10 min read
"Log this once" is a tense change, not a rate limit
A sensor on my machine returned nothing at all — empty stdout, empty stderr, exit code 2 — on every....
#bash#sre#observability#monitoring
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kubeopsaiSep 3, 2026 • 6 min read
Stop asking an LLM "why did this break?" - it will always give you an answer, even when it can't!
When you ask a language model why a service broke it will tell you. Confidently, fluently, and with....
#kubernetes#observability#aws#sre
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Iurii RoguliaAug 28, 2026 • 9 min read
Structured Logging in Next.js with Pino (Request IDs to stdout)
Structured logging in Next.js with pino: JSON to stdout, a per-request x-request-id, a wrapper that ...
#nextjs#typescript#pino#observability
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Unmanned OpsSep 2, 2026 • 3 min read
Every run said pass while the pipeline was quietly getting worse
Our agent runs unattended. No one watches it start, no one watches it finish, and the only thing mos...
#automation#ai#devops#observability
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Tyler EdwardsSep 1, 2026 • 9 min read
"So, you have observability. Now what?"
By Tyler Edwards, co-founder and CEO at Overmind. If you run an agent in production, odds are you...
#ai#llm#observability#machinelearning
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OttmarJohansson6924Aug 28, 2026 • 7 min read
Simple Hosted Metrics Dashboard API Explained (for Small Node.js SaaS with Postgres)
Choice Setup burden Incident evidence Best fit Hosted metrics API Low Good if event context is.....
#observability#node#postgres
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Yuiko KoyanagiSep 2, 2026 • 10 min read
Best AI Gateways with Built-In Observability & Governance (2026)
An LLM feature usually starts with one OPENAI_API_KEY in a .env file. It stops being that once a...
#opensource#ai#devops#observability
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Dinesh_gowthamAug 31, 2026 • 8 min read
CloudWatch EMF Explained Simply: How to Emit Zero‑Overhead Custom Metrics from Your AI Node.js Service
Most engineers reach for the CloudWatch Metrics API and end up writing extra SDK calls that add...
#cloudwatch#node#ai#observability
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Serguey ShinderAug 28, 2026 • 2 min read
Tes journaux sont une scène de crime
Le jour où quelque chose tourne mal en production, tes journaux sont une scène de crime. Et comme su...
#sysadmin#devops#francais#observability
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Sergey ShinderSep 2, 2026 • 1 min read
Метрики, які я перевіряю о третій ночі
Спостережуваність перевіряється не на демо для менеджменту. Вона перевіряється о третій ночі, коли.....
#sergeyshinder#observability#ukrainian#monitoring
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Sergey ShinderSep 2, 2026 • 1 min read
Мы тонули в алертах и не видели настоящий пожар
Был период, когда наш дежурный канал в мессенджере выдавал под триста алертов в сутки. Звучит как...
#sergeyshinder#observability#russian#monitoring
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Sergey ShinderSep 3, 2026 • 2 min read
What our averages were hiding from us
Our latency dashboard showed a comfortable 120ms average response time. Leadership loved that number...
#sergeyshinder#observability#monitoring#sre
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Sergey ShinderSep 2, 2026 • 2 min read
Der Alarm, der niemanden weckt, ist schlimmer als keiner
In meinem ersten größeren Projekt waren wir stolz auf unsere Alarme. Wir hatten Hunderte davon. Jede...
#sergeyshinder#observability#deutsch#monitoring
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Chiheb NabilSep 3, 2026 • 4 min read
Your AI calls are already fetch() calls. Track them with one flag.
If you ship an app with AI features, you probably know roughly what you spend per month the provider...
#observability#ai#typescript#showdev
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Nainik MehtaAug 28, 2026 • 4 min read
Production RAG Architecture: LLMOps Patterns & Checklist
Production RAG architecture: a compact, actionable checklist If you operate...
#rag#llmops#retrieval#observability
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Dinesh_gowthamAug 31, 2026 • 8 min read
Tracing AI Agent Workflows with AWS X‑Ray: A Step‑By‑Step Guide for Node.js
When AI agents call external services, the invisible hand that stitches the calls together is often ...
#xray#node#aiagents#observability
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Sergey ShinderSep 2, 2026 • 2 min read
The alert that fired 400 times and meant nothing
When I joined the team, our on-call channel got roughly 400 alerts a week. The on-call engineer's jo...
#sergeyshinder#observability#monitoring#sre
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