Temperature vs Top‑P: The Two Knobs That Quietly Rewrite Your Model's Personality
Temperature and top‑p both change how tokens are sampled-but in different ways. Here's how they reshape reliability, diversity, and failure modes.
Writing about the craft of prompting, the shape of agents, and the small engineering decisions that make models useful in real work.
Temperature and top‑p both change how tokens are sampled-but in different ways. Here's how they reshape reliability, diversity, and failure modes.
A practical prompting playbook to cut hallucinations: clarify, constrain, demand evidence, and force uncertainty-plus when to stop prompting and add retrieval.
Prompt TipsA practical, opinionated way to decide between prompting, fine-tuning, and the hybrid middle ground-without burning weeks on the wrong lever.
Prompt TipsPrompt injection is the #1 OWASP risk for LLM apps. Here's how it actually breaks agents-and the defenses that hold up in production.
Prompt TipsAnthropic built a one-prompt migration path from ChatGPT to Claude. Here is the exact prompt, how to use it, what transfers, and what gets lost.
Prompt TipsA practical prompt workflow for market research: scoping, sourcing, synthesizing, simulating, and stress-testing insights without fooling yourself.
Prompt TipsA 2026 career map for "prompt engineering": real job titles, compensation signals, and the skills that survive the hype cycle.
Prompt TipsA practical prompt library for support chatbots-triage, clarify, resolve, and escalate-grounded in LLM research and battle-tested patterns.
Prompt TipsA practical guide to turning prompts into reusable, testable workflow components-using templates, structured outputs, and orchestration patterns.
Prompt TipsA practical prompt playbook for scoping, scheduling, risk, and stakeholder comms-grounded in planning research and structured-output reliability.
Prompt TipsA practical, engineering-minded way to standardize, version, and evaluate prompts so your whole team can reuse what works.
Prompt TipsFebruary's biggest shift: prompt engineering split into advanced techniques, visual AI prompting, and practical industry templates. Plus, context engineering officially replaced 'just write better prompts' as the default advice.
AI Digest