AI Tools

Otari is Mozilla.ai's open-source LLM control plane with virtual keys, budgets, and built-in tools (code execution, web search). Portkey is an enterprise AI gateway with observability, guardrails, and managed hosting. Li...

Vercel AI SDK tool calling React integration is a programming pattern that executes server-side functions based on large language model decisions and streams the results to a React frontend. By combining streamText with...

Tavily vs Firecrawl comparison evaluates two web data acquisition services optimized for retrieval-augmented generation pipelines. Selecting the correct service reduces average web context extraction latency from nine an...

mcp-get mcp server manager uses the mcp-get CLI utility v0.1.0 on Claude Desktop to automate the installation, validation, and configuration of Model Context Protocol servers. This system replaces the 20-minute manual JS...

Mem0 vs LangChain memory hybrid system combines Mem0 v0.2.0 semantic fact extraction with LangChain RunnableWithMessageHistory session tracking to manage persistent user context. The system runs both components in parall...

Deepseek r1 tool calling runs the DeepSeek-R1-Distill-Llama-8B model on a local workstation using Ollama v0.5.0 to execute Python functions without cloud API dependencies. Unlike cloud-based reasoning engines, this archi...

Human-in-the-Loop (HITL) AI is an operational model where AI systems and human workers collaborate on tasks, with humans retaining authority to verify, modify, or override AI decisions before execution. In 2026, the EU A...

Build MCP Servers with FastMCP is the process of using Anthropic's high-level Python framework to expose local databases, custom APIs, and terminal utilities to agentic clients like Claude Code. This approach connects lo...

Mastra API error mitigation uses the Mastra TypeScript agent framework and Datadog monitoring to automatically detect, diagnose, and repair production backend failures. By triggering automated Claude 3.5 Sonnet code repa...

Configure Kimi K2.6 API settings on the Moonshot AI platform to optimize content creation processes. By enabling the thinking parameter and setting it to keep all, you can access the model's 256K context reasoning trace....

Automate a week of social posts across LinkedIn, Twitter, and Instagram every Monday. Learn how to configure Make.com and Gemini CLI CLI.

Choosing between Gemini 2.5 Flash and Pro for your automation workflows depends on task complexity, budget, and latency requirements. This guide explains exactly when to use each model for maximum ROI.