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Your MCP Server's Client Is a Language Model. Write the Contract Like You Mean It

Your MCP Server's Client Is a Language Model. Write the Contract Like You Mean It

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4 min read
Four Ways to Build Solon AI Tools: Annotations, FunctionToolDesc, returnDirect, and toolContext

Four Ways to Build Solon AI Tools: Annotations, FunctionToolDesc, returnDirect, and toolContext

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6 min read
Running Local LLMs in Java: Introducing jllm – A Minimalist Ollama Alternative

Running Local LLMs in Java: Introducing jllm – A Minimalist Ollama Alternative

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3 min read
Your cheap LLM relay might be swapping the model. Here's how to catch it.

Your cheap LLM relay might be swapping the model. Here's how to catch it.

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7 min read
大模型的"反驳型人格"演变分析

大模型的"反驳型人格"演变分析

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1 min read
AI is not for Indie Dev

AI is not for Indie Dev

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2 min read
Build an MCP Nutrition Server

Build an MCP Nutrition Server

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4 min read
How LLMLingua compresses prompts: perplexity, deletion, and trust

How LLMLingua compresses prompts: perplexity, deletion, and trust

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4 min read
RAG for developers who aren't AI engineers: what actually matters

RAG for developers who aren't AI engineers: what actually matters

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8 min read
One key for CrewAI, AutoGen, LlamaIndex and 8 more: the base_url trick for Python agents

One key for CrewAI, AutoGen, LlamaIndex and 8 more: the base_url trick for Python agents

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5 min read
Your cheap LLM relay might be swapping the model. Here's how to catch it.

Your cheap LLM relay might be swapping the model. Here's how to catch it.

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7 min read
Building Court-Ready PDFs: What Legal Tech Taught Me About Deterministic Software

Building Court-Ready PDFs: What Legal Tech Taught Me About Deterministic Software

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4 min read
From API to GPU, Week 2: What Actually Happens Behind the API

From API to GPU, Week 2: What Actually Happens Behind the API

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29 min read
One API key, three terminals: driving many models from the shell with llm, mods and aichat

One API key, three terminals: driving many models from the shell with llm, mods and aichat

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5 min read
Gemini 3.6 Flash & 3.5 Flash-Lite: Developer guide

Gemini 3.6 Flash & 3.5 Flash-Lite: Developer guide

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6 min read
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