KUOO / TOOLS · MODELS · ENGINEERING
Choose tools and models, connect them, and verify the results. Practical guides with sources, dates, costs and clear limits.
Compare coding agents, plugins, context and permissions. Separate ready-to-use features from the infrastructure you must build.
Explore topic → 02Choose models for your tasks and hardware. Check weights, licensing, quantization, context and inference interfaces.
Explore topic → 03Check execution, delivery and recovery. Verify outcomes with tests and evidence, including the conditions and limits.
Explore topic →Ordered by publication or revision date. Older guides keep their URLs; check the version and scope stated in each article.
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Documenting 6 iterations of WRITER and REVIEWER prompts in an AI daily news pipeline. From template outputs and date hallucinations to data-driven cross-validation, learn how to make AI generate high-quality, verifiable news content.
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Documenting the complete process of deploying the Qwen3.8-27B large model on consumer-grade hardware. From llama.cpp quantization to llama-swap gateway, including real performance data, sampling comparison, and fallback mechanism design.
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Documenting the complete proxy path troubleshooting process in an AI infrastructure. Tailscale disconnections, SSH timeouts, SOCKS5 proxy vs direct connection differentiation, and how to use layered methods to locate root causes.
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Documenting the emergency response process when an API proxy token expires. From diagnosis, fallback strategies to direct connection switching, learn how to maintain search capability continuity in production environments.
Deep dive into Qwen3.8-27B 本地部署全指南：量化、推理、与 GPT-6 对比实测 covering architecture, deployment practices and comparison with mainstream tools.
Deep dive into DeepSeek Harness (DSH) 安全审计深度解析：为什么预览版不能上生产 covering architecture, deployment practices and comparison with mainstream tools.
Deep dive into 国内 Agent 框架对比：OpenClaw vs LangGPT vs AutoDL-Agent covering architecture, deployment practices and comparison with mainstream tools.
深度解析 Qwen3.8-27B Local Deployment Guide: Quantization, Inference & GPT-6 Benchmark，涵盖技术架构、部署实践和与主流工具的对比分析。
深度解析 DeepSeek Harness (DSH) Security Deep Dive: Why Preview Isn't Production-Ready，涵盖技术架构、部署实践和与主流工具的对比分析。
Updates that affect tools, compatibility, security and cost. No filler when the evidence is insufficient.
Read the most recently published brief, its source links, and practical implications. Check the publication date: the latest edition may not be from today.
Anthropic details five building blocks for always-on agents · 2026-11-14Anthropic’s November 13 architecture article details five primitives for always-on agents, covering durable state, event handling and deferred approvals.
Install → First run → Verify. Turn reading into running.
npm i -g openclaw openclaw gateway status openclaw doctor For creators
Ship your OpenClaw skill to ClawHub so more people can install, try, and share feedback.