Tagged "observability"
10 articles tagged observability, 1 March 2026 to 7 August 2026. Newest first.
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Ask HN: What Observability Stack Are You Using for AI Agents in Production?
A Hacker News discussion surfacing critical operational challenges: how do teams monitor and debug AI agents running in production? This conversation captures the current state of observability tooling for local and self-hosted agents.
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Enprompta: Prompt Registry, LLM Evals, and Observability for Production AI Apps
A new platform providing prompt management, evaluation frameworks, and observability tools designed specifically for production LLM applications, enabling better governance and monitoring of local deployments.
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Using mirrord to Verify AI-SRE Fixes Against Staging Clusters
MetalBear demonstrates practical SRE techniques using mirrord to test AI-powered infrastructure fixes against staging environments without full redeployment. This approach reduces friction when deploying local and self-hosted AI systems.
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Show HN: NetSentinel – a local network security scanner and connectivity monitor
A new open-source tool provides local network monitoring and security scanning capabilities without cloud dependencies. Relevant to local LLM deployments running on private networks and edge infrastructure.
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Ollama is Still the Easiest Way to Start Local LLMs, But It's the Worst Way to Keep Running Them
XDA explores Ollama's strengths as an onboarding tool while highlighting critical limitations for production deployment, including resource management and scalability issues that practitioners need to address.
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Show HN: Lightweight LLM Tracing Tool with CLI
A new open-source LLM tracing tool providing command-line observability for local language model deployments, helping developers debug and monitor inference pipelines.
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See What Your AI Agents Are Doing: Multi-Agent Observability Tool
A new open-source observability tool helps developers monitor and debug multi-agent systems running locally, providing visibility into agent interactions and decision-making processes.
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I built Rubric, an open source Sentry for AI. Looking for beta testers
Rubric is a new open-source monitoring and observability tool designed specifically for AI applications, providing debugging and performance tracking capabilities similar to Sentry but built for LLM workloads.
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Show HN: Process Mining for AI Agent Systems
AgentFlow is a new tool for process mining and observability in AI agent systems, helping developers understand, debug, and optimize agent behavior in local deployments.
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AgentLens – Open-Source Observability for AI Agents
AgentLens provides open-source observability and monitoring tools specifically designed for AI agents, enabling developers to debug and optimize local LLM agent deployments with detailed visibility into execution flows.