The AI engineering stack for ML Engineers, AI Researchers, and CTOs. Framework comparisons, RAG architectures, and production-ready AI infrastructure.
OpenAI just dropped GPT-5.3-Codex-Spark on Cerebras hardware. Is it the fastest AI coding assistant in 2026? We benchmark it against the local king, DeepSeek R1.
Is GPT-5.3 cheaper than Claude Opus 4.6? We audited 100M tokens. GPT wins on speed (240 t/s), Claude wins on "Deep Thinking." Here is the verdict.
Stop choosing between LangChain and LlamaIndex. In 2026, the best AI stack uses both. Here is the architecture audit on how to combine the 'Data Layer' with the 'Agent Layer'.
VS Code treats AI like a plugin. Cursor treats AI like a Junior Developer. Here is the efficiency audit on why Senior Engineers are making the switch in 2026.
Don't rely on Cloudflare alone. We stress-tested Lakera Guard and HiddenLayer against prompt injections. Here is the verdict for Enterprise vs Startups.
Stop feeding your IP to OpenAI. Here is the operational playbook for running private, self-hosted AI models on your own hardware.
Shadow AI is leaking board secrets. We audited Fireflies (Enterprise) vs Fathom vs "Dave's Bot." Here is the script to auto-ban unauthorized recorders.