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M Hossein1d ago • 5 min read
I switched on production evals for my LLM app — and they scored nothing
What data privacy taught me about online evals, and why I stopped treating LLM prompts like magic an...
#llm#monitoring#privacy#testing
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david16h ago • 5 min read
SLO Burn-Rate Alerting with Prometheus: Beyond Threshold Alerts
Most teams alert when availability drops below a threshold. Burn-rate alerting tells you how fast yo...
#kubernetes#monitoring#homelab
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Franchesco Romero4d ago • 7 min read
Monitorear agentes de IA con CloudWatch
Las dos ideas que hicieron el trabajo: Los modos de falla ya son líneas de log. Conviértelos en.....
#ai#aws#monitoring#python
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Vignesh Reddy3h ago • 6 min read
Why AI Agents Fail Silently — And How to Fix It A technical deep-dive into the observability gap in multi-step LLM systems
The incident that started this A team ships a customer support agent built on LangChain. The agent....
#agents#ai#llm#monitoring
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Luna Commsnet2d ago • 12 min read
Self-Hosted Monitoring Stack: Zabbix + Grafana for Home Infrastructure
Self-Hosted Monitoring Stack: Zabbix + Grafana for Home Infrastructure Published: June 15,...
#homelab#selfhosting#infrastructure#monitoring
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Justyn Larry1d ago • 7 min read
You Don't Need Kubernetes to Monitor 20 Linux VMs
If you've ever tried to set up Prometheus by following the official getting-started path, you're...
#devops#linux#monitoring#selfhosted
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Jasmine Park6d ago • 4 min read
Langfuse alternatives: 6 LLM observability tools, sorted by the thing that bites you in month eight
TL;DR I went looking for Langfuse alternatives after living with a proprietary tracer for...
#ai#llm#monitoring#tooling
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JustJinoIT4d ago • 2 min read
Why "is it fully fixed?" has no honest answer — a small-server story
I run a side project on a 1GB free-tier VPS. Small box, a few services, nothing fancy. While fixing...
#devops#monitoring#sre#lessons
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praveenlavu6d ago • 8 min read
Drift Detection for LLM Routing: Catching Silent Model Degradation
Drift Detection for LLM Routing: Catching Silent Model Degradation It's 2am and I am...
#architecture#llm#machinelearning#monitoring
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Samson Tanimawo22h ago • 2 min read
I Reduced Our Alert Volume by 90% — Here's the Playbook
The Night I Almost Quit Three months into my SRE role, I was averaging 47 alerts per...
#sre#devops#monitoring#observability
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Slim21h ago • 4 min read
99.9% uptime is 43 minutes a month. Do you know your number?
Every uptime SLA, translated into plain downtime per year, month, week, and day. Plus the part nobod...
#monitoring#devops#sre#webdev
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Mrinal Narang5d ago • 3 min read
Alert Fatigue Is an Architecture Problem, Not a Process Problem
Every operations team gets the same advice: improve your runbooks, create better escalation policies...
#devops#kubernetes#monitoring#learning
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Oleksandr Kuryzhev2d ago • 11 min read
AI Anomaly Detection in Grafana: 3 Mistakes We Made
Originally published on kuryzhev.cloud We replaced 200 static Prometheus threshold alerts with a...
#monitoring#devops
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Anthony Max3d ago • 1 min read
[Boost]
(new) Bifrost Edge: MCP Visibility and Control for Enterprise Teams and Beyond 🔥 ...
#cloud#infrastructure#monitoring#networking
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Aleksey Budaev4d ago • 7 min read
SIP Telephony Monitoring with eBPF: Full Observability for VoIP Infrastructure
At some point I needed a fast way to get SIP traffic monitoring into Prometheus — without installing...
#sip#telecom#monitoring
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Sanskriti Harmukh1d ago • 3 min read
Deploying Zabbix Open-Source Monitoring Platform on Ubuntu 24.04
Zabbix is an open-source monitoring platform that tracks the health and performance of servers,...
#observability#docker#devops#monitoring
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Armorer Labs3d ago • 1 min read
Agent guards need receipts, not just block counts
A lot of AI-agent safety tooling is framed around blocking bad actions. Blocking matters, but it is...
#agents#ai#monitoring#security
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Jack M4d ago • 8 min read
AI Agent Blind Spot Detector: Find Failed Conversations Before They Become Churn
Build an AI agent blind spot detector with unresolved-intent clustering, outcome scoring, trace evid...
#agents#ai#monitoring#tutorial
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Jason Waldrip5d ago • 1 min read
The Tests Are Green
The merge train was green. Canary baked six hours. Dashboards: healthy. Friday morning, customers...
#testing#devops#softwareengineering#monitoring
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Ashish Verma5d ago • 3 min read
CortexOps vs Langfuse: Open Source AI Observability Compared
Both CortexOps and Langfuse are open-source AI observability platforms. If you are evaluating them,....
#ai#llm#monitoring#opensource
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Fabio Ghidini1d ago • 2 min read
A single probe saying "down" shouldn't wake you at 3am
Most uptime monitors work the same way: one probe somewhere checks your site, and if that probe can'...
#devops#sre#monitoring#webdev
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Armorer Labs3d ago • 1 min read
Why block counts are not enough for agent safety
A block count is not an audit record. If an agent guard says it blocked 200 actions, I still need t...
#agents#ai#monitoring#security
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Armorer Labs3d ago • 1 min read
Local coding agents need a control plane
Local coding agents are getting good enough that the bottleneck is no longer always the model. The....
#agents#ai#monitoring#tooling
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Armorer Labs3d ago • 1 min read
MCP tools need runtime records, not just manifests
MCP makes tool wiring much cleaner. But a manifest is not the same as a runtime record. A manifest...
#agents#ai#mcp#monitoring
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