236 articles
· 18 read
A practical, code-first guide to adding AI features to your existing SaaS app. Covers API integration in Python and TypeScript, streaming UI, RAG, structured outputs, and production patterns like cost control and error handling.
· 14 read
Windsurf and Cursor both cost $20/month now, so price won't decide this for you. Here's what actually differs — context handling, agent autonomy, IDE support, and where each one falls short.
· 12 read
TGI is in maintenance mode and Hugging Face now recommends vLLM or SGLang. This guide compares throughput, latency, structured outputs, prefix caching, and deployment so you can pick the right engine for your workload.
· 18 read
Most teams overpay for LLM APIs by 3-5x. Here are 12 proven techniques — from prompt caching to self-hosting — that cut a real $10K/month bill down to $2K, with current 2026 pricing.
· 14 read
Learn how to build AI agents in n8n using the visual workflow editor. This step-by-step tutorial covers agent nodes, LLM integration, tools, memory, and MCP -- no heavy coding required.
· 12 read
A step-by-step guide to deploying open-source LLMs on Modal's serverless GPU platform. Go from zero to an OpenAI-compatible API endpoint with vLLM, scale-to-zero billing, and H100s — in under 20 minutes.
· 12 read
Cursor rules tell the AI how your project works so it stops guessing. This guide covers the .cursor/rules format, rule types, glob patterns, token budgets, and practical examples for React, Python, and Go projects.
· 14 read
Open-source LLMs now match proprietary giants on reasoning, coding, and math. Here are the 8 best open-source models in 2026, ranked by benchmarks, hardware needs, and real-world use cases.
· 14 read
A hands-on comparison of Qdrant, Chroma, and pgvector for self-hosted RAG pipelines. Covers performance benchmarks, setup complexity, scaling limits, cost, and when each one actually makes sense.
· 12 read
LLM guardrails sit between users and your model to block prompt injection, data leaks, and toxic outputs before they reach production. This guide covers the threat landscape, four open-source tools, implementation patterns, and the latency tradeoffs you need to know.
· 12 read
A technical integration reference for n8n's 70+ LangChain nodes: map chains, vector stores, tools, and persistent memory into visual RAG and automation workflows without SDK glue code.
· 25 read
We ranked 10 LLM gateway tools from LiteLLM to TrueFoundry. Self-hosted vs managed, real latency overhead data, setup code for each, and honest verdicts to help you pick the right gateway for your stack.
