Tagged "production-readiness"
5 articles tagged production-readiness, 9 March 2026 to 4 May 2026. Newest first.
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Eval Skills for AI Agents
A new evaluation framework for systematically testing and benchmarking AI agent capabilities, enabling local developers to assess agent performance before deployment. This tool addresses the critical need for robust evaluation in agentic systems.
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Self-Hosted LLMs Transform Personal Knowledge Management Systems
A practitioner shares how deploying a self-hosted LLM significantly enhanced their personal knowledge management workflow. The implementation demonstrates real-world benefits of local deployment for productivity and data privacy.
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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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Kali Linux Integrates Local Ollama and MCP for AI-Driven Penetration Testing
Kali Linux now features integrated local Ollama and MCP Kali Server support, enabling security professionals to run AI-assisted penetration testing entirely on-device without external dependencies.
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How to Run Your Own Local LLM — 2026 Edition
HackerNoon publishes an updated comprehensive guide for running local LLMs, covering current best practices and tooling in 2026. The guide serves as a practical reference for practitioners setting up self-hosted inference systems.