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Complete guide to LLM hosting in 2026. Compare Ollama, llama.cpp, vLLM, TGI, Docker Model Runner, LocalAI and cloud providers. Learn cost, performance, and infrastructure trade-offs.
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@rostglukhov
Complete guide to LLM hosting in 2026. Compare Ollama, llama.cpp, vLLM, TGI, Docker Model Runner, LocalAI and cloud providers. Learn cost, performance, and infrastructure trade-offs.
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Explore the modern AI developer tools ecosystem: AI coding assistants, GitHub Copilot, Claude Code, OpenCode, DevOps automation, GitOps, VS Code workflows, GitHub Actions, and programming language trends.
Install Superpowers, the open-source skills framework that enforces brainstorm-to-TDD spec-driven development across Claude Code, Cursor, and other agents.
Pi Coding Agent review with quickstart, security notes, model support, extensions, sessions, and a practical verdict on this open-source terminal agent.
Compare NVIDIA Blackwell, AMD Radeon AI Pro R9700, and Intel Arc Pro B70 for local LLM inference. VRAM, bandwidth, software ecosystem, and real-world recommendations.
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Compare CommonMark, GitHub Flavored Markdown, and Pandoc Markdown syntax, including tables, footnotes, math, metadata, and portability.
Data gravity is the force pulling AI workflows toward one provider. The four-stage lock-in mechanism, a scoring checklist, and how to stay portable.
How Claude Code subagents work: isolated context, model routing, .claude/agents setup, the Explore-Plan-Execute workflow, and mistakes to avoid.
Learn when to migrate from Ollama to vLLM. Migration signals, planning steps, Docker Compose setup, and a practical checklist for moving your local LLM server.
Learn how to build requirement-to-test-to-code traceability for AI-assisted development, catch spec drift early, and enforce it with CI gates and PR checklists.
Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
A practical pillar page on alerting design, routing, noise reduction, and human response across observability systems, paging tools, and chat platforms.
A practical guide to dead-letter queues: catching poison messages, choosing retry vs discard policies, and designing safe replay strategies.
Full data: 20 AI agent repos ranked by GitHub stars, OpenRouter daily tokens, npm/PyPI downloads, CVE history, ecosystem size, and Reddit sentiment.
Complete guide to Prometheus monitoring system: installation, configuration, PromQL queries, exporters, alerting, and integration with Grafana for comprehensive infrastructure observability.
Ollama CLI cheatsheet: ollama serve command, ollama run command examples, ollama ps, and model management.
Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
Install llama.cpp, run GGUF models with llama-cli, and serve OpenAI-compatible APIs using llama-server. Key flags, examples, and tuning tips with a short commands cheatsheet
Explore the modern AI developer tools ecosystem: AI coding assistants, GitHub Copilot, Claude Code, OpenCode, DevOps automation, GitOps, VS Code workflows, GitHub Actions, and programming language trends.