Posts

Monitor LLM Inference in Production (2026): Prometheus & Grafana for vLLM, TGI, llama.cpp

Learn how to monitor LLM inference in production using Prometheus and Grafana. Track p95 latency, tokens/sec, queue duration, and KV cache usage across vLLM, TGI, and llama.cpp. Includes PromQL examples, dashboards, alerts, Docker & Kubernetes setups. Monitor LLM Inference in Production (2026): Prometheus & Grafana for vLLM, TGI, llama.cpp
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Run Qwen3.8-Flash-Next Locally with Strata: 64 GB Quickstart

Strata splits a 125B MoE across GPU, RAM, and SSD. Linux quickstart, RAM math on a 64 GB box, and why sub-Q4 quants break tool calls in agent workloads. Run Qwen3.8-Flash-Next Locally with Strata: 64 GB Quickstart
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Top 19 Trending Go Projects on GitHub

The hottest Go projects on GitHub this month, ranked by stars gained: AI agent infrastructure, pentesting swarms, terminal tools, and infrastructure staples. Top 19 Trending Go Projects on GitHub
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Hindsight Memory for OpenCode, Cursor, and Other Coding Agents

Install the Hindsight coding-agents plugin in OpenCode and Cursor: per-repo memory banks, git ingestion, knowledge pages, config, and cloud vs self-hosted. Hindsight Memory for OpenCode, Cursor, and Other Coding Agents
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Strapi vs Directus vs Payload: Headless CMS Compared

Strapi 5.60, Directus 12.6, and Payload 3.92 compared on databases, APIs, licenses, and self-hosting. What older tutorials get wrong. Strapi vs Directus vs Payload: Headless CMS Compared
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RTX 5090 Price in Australia: Listings and History

Australian RTX 5090 and RTX 5080 prices from June 2025 to 29/10/2026, with shop averages kept apart from Scorptec and PC Case Gear listings. RTX 5090 Price in Australia: Listings and History
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OpenHands Coding Assistant QuickStart: Install, CLI Flags, Examples

OpenHands QuickStart for developers. Install the CLI, configure your LLM API key, learn core command-line flags and safety modes, and run practical examples in interactive and headless workflows. OpenHands Coding Assistant QuickStart: Install, CLI Flags, Examples
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LaTeX: Document classes comparison

LaTeX Document Classes comparison LaTeX: Document classes comparison
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Llama-Server Router Mode - Dynamic Model Switching Without Restarts

How to configure llama-server router mode for dynamic model loading and switching. Covers models.ini setup, systemd service, API usage, and honest comparison to Ollama and llama-swap. Llama-Server Router Mode - Dynamic Model Switching Without Restarts
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