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Dev.to

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22:40
2026-09-18
dev.to
large-language-models

The model obeys your schema, not your description

A developer found that two LLMs given identical prompts and tool descriptions produced different JSON structures for a patching tool, with the larger model correctly emitting the framework's proprieta…

22:36
2026-09-18
dev.to
generative-engine-optimization

How to Measure Whether AI Search Engines Cite Your Website

A developer outlined a repeatable method for measuring whether AI answer engines such as ChatGPT, Perplexity, Claude, Gemini, and AI Overviews cite a website, arguing that citations differ from tradit…

22:08
2026-09-18
dev.to
artificial-intelligence

Embeddings explained for people who write code

A developer explains embeddings as the mechanism that lets search match text with no shared words, such as linking "how do I reset my password" to a page titled "account recovery." The walkthrough des…

21:45
2026-09-18
dev.to
large-language-models

Building a Streaming Chatbot with Node.js

A developer published a tutorial showing how to build a streaming LLM chatbot in under 60 lines of Node.js using the OpenAI SDK pointed at Groq's API endpoint. The guide demonstrates the stream: true …

21:27
2026-09-18
dev.to
agent-protocols

Expose Crypto KAT Runners as MCP Tools Instead of Pasting Hex

A developer proposes exposing cryptographic Known Answer Test (KAT) runners as Model Context Protocol (MCP) tools over stdio instead of pasting raw hex and ACVP JSON into chat windows. The approach de…

21:22
2026-09-18
dev.to
developer-tools

The shell one-liners everyone pastes but nobody explains

A developer built cmdxray, an offline tool that breaks down popular shell one-liners flag by flag using a real parser and flags dangerous commands with safer alternatives. The tool runs entirely in th…

20:52
2026-09-18
dev.to
ai-tools

The bottleneck in AI-assisted client work isn't the code

A freelance web developer found that AI coding tools like Claude Code compressed site build time from days to hours, but project timelines stayed at six weeks because the real bottleneck is client-sid…

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