Context Engineering: the real reason prompt engineering is getting replaced
Context engineering shifts the focus from clever wording to building the right context pipeline-memory, tools, retrieval, and constraints.
Writing about the craft of prompting, the shape of agents, and the small engineering decisions that make models useful in real work.
Context engineering shifts the focus from clever wording to building the right context pipeline-memory, tools, retrieval, and constraints.
A practical guide to choosing zero-shot or few-shot prompts, grounded in in-context learning research and real evaluation patterns.
Prompt TipsA practical, opinionated guide to using GenAI in real creative work-where intent evolves, outputs drift, and process beats prompting.
Prompt TipsA practical guide to prompting Gemini for reliable results: iterative refinement, JSON contracts, adversarial review, multi-model critique, and tool loops.
Prompt TipsA practical playbook to cut LLM hallucinations using grounding, verification loops, and refusal-by-default prompts.
Prompt TipsA practical, evidence-backed playbook for getting more novel, surprising, and useful outputs from AI using structure, sampling, and evaluation.
Prompt TipsA practical workflow for using LLMs as research assistants: plan, search, verify, synthesize, and keep an evidence trail you can trust.
Prompt TipsA practical way to talk to AI models: specify intent, add constraints, invite clarifying questions, and iterate like you're debugging an API.
Prompt TipsA practical way to write prompts that reliably produce sellable work-offers, proposals, research, and negotiation scripts-grounded in real prompt design research.
Prompt TipsA practical, developer-friendly guide to writing image prompts with clear constraints, fewer surprises, and faster iteration.
Prompt TipsA practical, model-agnostic way to prompt text-to-video so you get controllable shots, consistent subjects, and fewer rerolls.
Prompt TipsA practical way to prompt Nano Banana for image generation and editing-without cargo-culting camera specs or fighting the model.
Prompt Tips