Everyday Productivity
Your first five high-value uses of Claude for daily work — with copy-paste prompts.
Writing & Content Creation
Brief, draft, edit in passes, match your voice — without fabricating facts. The end-to-end writing playbook, from blank page to published.
Coding & Software Development
Generate, explain, refactor, debug and test — verify, run, never paste secrets.
Research & Synthesis
Summarize, compare sources and build a landscape — with citation-checking.
Data Analysis
Generate SQL/formulas and interpret results — and verify against hallucinated stats.
Learning & Studying
Socratic tutoring and teach-back — learning with AI, not cheating with it.
Business, Marketing & Strategy
Research, copy, support drafts and planning for non-technical owners — with caveats.
Accessibility: Claude as an Assistive Tool
Using Claude for dyslexia, low vision, neurodivergence and language learning.
Evaluating Your AI Agent
Score agents by trajectory, not just the final answer — golden set, layered metrics, LLM-as-judge you can trust, CI gate.
CI/CD for Agent-Written Code
Coding agents multiply PR volume. Merge queues, flaky tests and runner caps break in that order — here is the arithmetic, the levers ranked by leverage, and the gate that stops an agent grading its own homework.
Your Stack Choice Is an Agent Cost Lever
A 12-framework benchmark had Claude Opus 5.5 build the same app five times each. Angular cost 86% more than Hono+htmx. But the token spread is 2.5x while the code spread is only 1.47x, the effective rate per token runs BACKWARDS, and the within-framework ranges overlap enough that most adjacent pairs prove nothing. Here is how to read it — and how to run it on your own stack.