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EDITORIAL DESK ARCHIVE

AI Tools

Evaluations and benchmarks of AI developer tools, IDE extensions, and vector databases.

Founder Story AI Tools

OpenSquilla vs Frugon vs Otari: Best Local Model Router 2026

OpenSquilla (5,552 GitHub stars, Apache 2.0) is a token-efficient microkernel AI agent with an on-device LightGBM + ONNX classifier (SquillaRouter) that routes each turn to the cheapest capable model across four tiers (C...

Deepak Bagada Deepak Bagada
6m read
Founder Story AI Tools

Hy3 vs GLM-5.2: Best Open-Weight Model for Enterprise 2026

Hy3 beats GLM-5.2 on search and tool orchestration (84.2 BrowseComp, 79.1 MCP-Atlas) with Apache 2.0 license and single-node deployment. GLM-5.2 leads on coding (84.2 SWE-bench Verified) but requires 8x H200 nodes. Hy3 w...

Deepak Bagada Deepak Bagada
6m read
Breaking AI Tools

Otari vs Portkey vs LiteLLM: LLM Gateway Comparison 2026

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...

Deepak Bagada Deepak Bagada
4m read
Briefing AI Tools

Vercel AI SDK Tool Calling React: 5 Steps (2026)

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...

Deepak Bagada Deepak Bagada
12m read
Deep Dive AI Tools

Tavily vs Firecrawl: Best AI Scraping Tool 2026

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...

Deepak Bagada Deepak Bagada
15m read
Research Breakdown AI Tools

Mcp-get MCP Server Manager: Complete 2026 Guide

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...

Deepak Bagada Deepak Bagada
14m read
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