Blog

An honest look at AI-assisted coding in 2026 — where AI coding agents excel, where they fail, the '70% problem,' and a practical framework for getting real productivity gains without the hype.

Go beyond basic RAG with advanced techniques used in production systems. Covers hybrid search, Graph RAG, cross-encoder reranking, query decomposition, and evaluation frameworks.

Deep comparison of AutoGen, CrewAI, and LangGraph for building multi-agent AI systems in 2026. Tested on real tasks — code generation, research, document processing, and customer support. Includes code examples, benchmarks, and recommendations.

A practical guide to fine-tuning LLMs in 2026. Compare LoRA, QLoRA, full fine-tuning, and DPO. Includes GPU requirements, cost estimates, step-by-step tutorials, and when to choose each approach.

Head-to-head comparison of LlamaIndex and LangChain for building RAG applications in 2026. We compare data ingestion, retrieval quality, agent capabilities, and production readiness with real benchmarks.

Step-by-step guide to using Claude Code with DeepSeek as the backend model instead of Anthropic. Cut your AI coding costs by 97% while keeping the same workflow and tools.

Everything you need to know to set up Cursor like a pro in 2026. Installation, configuration, custom rules, AI model selection, team settings, and pro tips. Covers Windows, macOS, and Linux.

Full comparison of the top AI coding agent extensions for VS Code in 2026. Continue.dev, Cline (formerly Claude Dev), and OpenAI Codex CLI compared on features, pricing, model support, and real-world performance.

Full comparison of Cursor and Windsurf in 2026. We tested both on real projects — code generation, editing, debugging, and workflow. Includes pricing, pros/cons, and recommendations for every developer role.