35 related articles

Deep dive into three technical approaches for AI Agent observability and evaluation: LangSmith native integration, open-source self-hosted solutions like LangFuse, and unified platforms like Lyzr.

Agent DevTools is an open-source AI Agent debugging tool inspired by Browser DevTools, offering execution visualization, tool call tracing, and breakpoint analysis to help developers diagnose Agent failures.

HortusFox v5.9 "Summer Plants Release" adds per-plant attachments, sorting preference memory, and 15 bug fixes. This anti-AI open-source self-hosted plant management app prioritizes data sovereignty for gardening enthusiasts.

A complete guide to migrating from Grafana+Prometheus to the lightweight Beszel monitoring stack, covering motivation, resource savings, trade-offs, and ideal use cases for Homelab users.

A complete guide to migrating from Grafana+Prometheus to Beszel lightweight monitoring, covering motivations, resource savings, trade-offs, and ideal use cases for Homelab users.

A real-world case study of silent email loss caused by DANE/TLSA record mismatch. From empty logs to tcpdump packet capture revealing TLS handshake failures, with TLSA update procedures and automation strategies.

Learn how to fix corrupted media files after power outages using FFmpeg and ffprobe for automated detection, integrated with Sonarr for batch cleanup and re-downloading.

OneDrive stalls as file counts approach 400K, causing sync failures and high CPU usage. This guide analyzes the technical causes and compares self-hosted alternatives like Syncthing, Nextcloud, and rsync/rclone.

OneDrive stalls when file count approaches 400K, causing sync failures and high CPU usage. This guide analyzes the bottleneck and compares Syncthing, Nextcloud, rsync/rclone for self-hosted sync.

Learn how to safely expose self-hosted services to the internet using DMZ, VLAN isolation, and VM approaches while protecting your home network from attacks.

MCP-Billing is a self-hosted Next.js boilerplate providing OAuth 2.1 auth, Stripe usage billing, API key management, and Redis rate limiting for MCP servers—one-time €79 payment with no revenue share.

A detailed guide to auto-recovery solutions for self-hosted server hangs, covering hardware watchdog configuration, systemd watchdog setup, smart PDU out-of-band management, and multi-layer defense strategies for unattended homelab high availability.

Exploring why European open source projects are hard to self-host: architectural complexity, digital sovereignty compliance, documentation gaps, and practical advice for users and maintainers.

In-depth analysis of LLMOps tool selection, comparing Langfuse, LangSmith, Helicone, and Orq.ai across tracing, evaluation, and governance capabilities with practical recommendations.

In-depth analysis of open-source nutrition tracker OpenNutriTracker — covering database coverage, barcode scanning reliability, and privacy — to help you decide if it's worth switching from MyFitnessPal.

Real-world comparison of Teams alternatives for 8-15 person teams: Zulip's topic-based chat, Campfire's minimalist one-time purchase, and Matrix's decentralized deployment evaluated for features, cost, and ops.

In-depth testing of Claude Opus 5's coding abilities vs Fable 5 and 5.6 Sol. Why Opus 5 outperforms pricier models at half the token cost, plus selection guide and distillation explained.

In-depth comparison of LangSmith, Langfuse, PromptLayer, Helicone, and Orq.ai across Prompt management, Evals, and observability to help teams choose the best unified LLM Ops platform.

Compare Navidrome, Jellyfin, and other self-hosted music servers. Covers cross-platform clients, remote access setup, and metadata management to replace Spotify.

Complete guide to troubleshooting Ollama performance degradation with OpenWebUI, covering num_ctx truncation, sampling parameter differences, GPU resource contention, and system prompt interference.