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The author discusses challenges with verification in AI-assisted development of trading bots and proposes a multi-agent approach with separate implementation, review, and test agents to improve reliability.
这篇文章讨论了通过大量API测试揭示了AI模型Jev的底层架构，并批评了当前大型模型在分类、风险控制和标注方面的误用。
O repositório fornece uma coleção Postman completa e documentada para integrar com os webservices de documentos fiscais eletrônicos da SEFAZ no Brasil, cobrindo NF-e, NFC-e, CT-e e MDF-e.
CORS Chat is a browser-based tool for chatting with OpenAI Responses-compatible API endpoints, featuring custom headers, local conversation saving, and progressive SVG rendering.
A developer benchmarks DeepSeek-V4-Flash-0731 across four reasoning effort modes (none, low, high, max), finding that Low mode is surprisingly verbose and that OpenRouter has a bug affecting reasoning effort modes.
A Twitter thread from @kirillfbc recommending a lean open-source stack for content, research, and AI workflows, featuring Voiden (API workspace), Karakeep (link saving), and Bruno (API testing).
FetchSandbox is an API integration testing tool that remembers what breaks, helping developers identify regressions.
A user asks whether there is any API testing tool superior to Postman.
A developer shares an experience where OpenAI's Codex added an excessive guard rail by inserting a runtime extension existence check into an API, which a human engineer would never do.
APIEval-20 is an open benchmark designed to evaluate AI agents' capabilities in testing APIs.