Observability

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Observability for Production AI Agent Systems: The 4-Layer Instrumentation Stack

 🤖Large Language Models
pub.towardsai.net
·

Show HN: RiskKernel, kill -9 an AI agent and resume it without paying twice

 🏠Homelab
riskkernel.com··Hacker News

Take LangGraph to Production | Durable AI Agents

 🔐Cryptography  Content type: Discussion  Content type: Tutorial
diagrid.io·

OpenTelemetry Django: Traces, Metrics and Database Monitoring

 🐍Python
uptrace.dev·

Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents

 🔗Graph Algorithms  Content type: Academic
arxiv.org·

Django Instrumentation — OpenTelemetry Python documentation

 🔥Prometheus  Content type: Reference

Show HN: Nucleus – A security-hardened, Nix-native container runtime

 🔒Runtime Security  Content type: Code
github.com··Hacker News

Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%

 🤖LLM Inference
zozo123.github.io··Hacker News

Phoenix

 🤖Large Language Models
arize.com·

The tiniest logging stack: Fluent Bit, Parquet and DuckDB

 🔥Prometheus  Content type: Blog
Less-relevant results

Can a Pet Fill a Sibling Role for an Only Child?

 🤗Hugging Face
psychologytoday.com·

(Re)Building my Homelab - Reloaded

 🖥️Home Lab  Content type: Blog
blog.zsec.uk·

Product analytics that improves your AI agents continuously

 🤖Agentic AI
intencion.io··Hacker News

JoniMartin27/lookspan: Local-first observability dashboard for AI agents. MCP-native. Look at every span your agents emit.

 🤖Agentic AI  Content type: Code
github.com··Hacker News

Production-Grade agentic observability: a complete Langfuse Deep Dive

 🤖Large Language Models
pub.towardsai.net
·

Sparknotes for your agents. Try for free

 ⚙️Automation

While We Were Arguing About Architecture, AI Created New Billionaires & Made Old Ones Even Richer

 🧠LLM
hackernoon.com·

vishal-dehurdle/state-harness: Runtime safety net for LLM agents. Detects token spirals, kills doomed tasks early, tells you exactly why. Rust core, Python SDK. pip install state-harness

 🧠LLM  Content type: Code
github.com··Hacker News

What We're No Longer Seeing: AI and the Invisible Newcomer in Open Source

 🧠LLM  Content type: Blog

Your Agent Gave the Right Answer for the Wrong Reason — and You Have No Idea

 🎯Decision Making
pub.towardsai.net
·

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