Model Comparison
Claude Sonnet 5.5 vs GPT-6.1 Sol: Agent Test
Claude Sonnet 5.5 vs GPT-6.1 Sol on 10 tool-calling agent tasks, 3 runs each: accuracy, cost per task, latency and token overhead at the same $2/$10 price.
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Insights on AI agents, model routing, and building production-ready AI systems.
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Developer Tools
Bilibili Video Comment Analysis API Tutorial | SandBase
Analyze a Bilibili video's audience: read stats from a BV id, page hot comments, sample replies, and bin danmaku by minute. Four SandBase endpoints, one API key.
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Developer Tools
Cloudsway Search: Ranked Results + Summaries
Deep dive into Cloudsway Search on SandBase — ranked web search results with dynamic summaries for AI agents. Architecture, use cases, API usage, and comparison with semantic search approaches.
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Developer Tools
Cloudsway vs Exa: Which Search API for Your Agent
Detailed comparison of Cloudsway Search and Exa Search for AI agent workflows — ranked results vs semantic matching, when to use each, and how to combine them for maximum coverage.
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Tutorials
DataForSEO API Keyword Research Agent with SandBase
Build a DataForSEO API keyword research agent in Python: keyword volume and difficulty, live SERPs, competitor rankings and an LLM plan, all via SandBase.
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Developer Tools
DeepSeek Search and Fetch API: What It Is and What It Costs
DeepSeek opened its in-house Search and Fetch APIs on Oct 17, 2026 at $0.75 per 1,000 calls, free via server-side tools in Harness, Claude Code and Codex until Oct 31. What they do and when to use them.
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Tutorials
DeepSeek V4.1-Flash-1017 in Python: Tested Code for Tools, JSON and Reasoning
DeepSeek V4.1-Flash-1017 Python tutorial: call deepseek/deepseek-v4.1-flash through SandBase with requests, stream, run tools, get JSON Schema output, control reasoning and handle errors. Every snippet run live.
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Model Introduction
DeepSeek V4.1-Flash-1017: What the October Update Changes
DeepSeek V4.1-Flash-1017 ships into the deepseek-flash name on Oct 17, 2026: same price, higher benchmarks, shorter outputs. What changed, where it leads, and where Opus 5 still wins.
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Model Introduction
DeepSeek V4.1 Flash API: Preview Access and Harness Setup
What the reported DeepSeek V4.1 Flash preview model ID means, how to configure an authorized test in Harness, and which API and multimodal details remain unverified.
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