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How-to

Practical AI guides for everyday work, productivity, writing, research, meetings, and business workflows.

How Non-Developers Can Use OpenAI Codex for Research, Dashboards, Briefs, and Internal Apps

07/06/2026 by 3rk
How Non-Developers Can Use OpenAI Codex for Research, Dashboards, Briefs, and Internal Apps featured image

Learn how non-developers can use OpenAI Codex for research, dashboards, briefs, reports, and lightweight internal apps while keeping human review in place.

Categories How-to Tags AI Productivity, Knowledge Work, OpenAI, OpenAI Codex, Research Workflow

Codex Annotations Explained: How to Refine AI Work Without Starting Over

07/06/2026 by 3rk
Codex Annotations Explained: How to Refine AI Work Without Starting Over featured image

Learn how Codex annotations help teams revise one section, chart, claim, or site element without restarting the whole AI workflow.

Categories How-to Tags AI Workflow, Annotations, Knowledge Work, OpenAI, OpenAI Codex

How to Use Claude Code for Bug Fixing Without Unsafe Commands

06/06/2026 by 3rk
How to Use Claude Code for Bug Fixing Without Unsafe Commands featured image

Learn a safer Claude Code bug-fixing workflow using plan mode, scoped permissions, diff review, real tests, and human approval before risky commands.

Categories How-to Tags AI Coding, Bug Fixing, Claude Code, Developer Workflow, Repo Safety

Claude Token Counting Explained: Estimate API Usage Before Sending

06/06/2026 by 3rk
Claude Token Counting Explained: Estimate API Usage Before Sending featured image

Learn how Claude token counting estimates input tokens before API requests, when to use it, what it supports, and why counts should be treated as estimates.

Categories How-to Tags Anthropic, Claude API, Prompt Engineering, Token Budget, Token Counting

When to Turn On Web Search in Claude and When to Leave It Off

06/06/2026 by 3rk
When to Turn On Web Search in Claude and When to Leave It Off featured image

Learn when Claude web search is worth using, when to turn it off, and how to keep current-information tasks efficient and trustworthy.

Categories How-to Tags AI Search, Anthropic, Claude, Claude Research, Web Search

How to Keep Claude Accurate: Long Context, Web Search, Citations, and Human Review

06/06/2026 by 3rk
How to Keep Claude Accurate: Long Context, Web Search, Citations, and Human Review featured image

Learn how to keep Claude accurate with better source use, web-search discipline, citations, long-context control, and human review.

Categories How-to Tags Accuracy, Anthropic, Citations, Claude, Web Search

Claude Prompt Caching Explained: When It Saves Money and When It Does Not

06/06/2026 by 3rk
Claude Prompt Caching Explained: When It Saves Money and When It Does Not featured image

Claude prompt caching explained: when it saves money, how 5-minute and 1-hour TTLs differ, and which caching mistakes reduce the benefit.

Categories How-to Tags Anthropic API, Claude, Claude API, Prompt Caching, Token Efficiency

How to Use Claude with Fewer Tokens: 9 Ways to Cut Cost Without Losing Quality

06/06/2026 by 3rk
How to Use Claude with Fewer Tokens: 9 Ways to Cut Cost Without Losing Quality featured image

Learn nine practical ways to use Claude with fewer tokens, including better prompt scope, selective web search, prompt caching, and token counting.

Categories How-to Tags Anthropic, Claude, Prompt Caching, Token Counting, Token Usage

How to Evaluate Microsoft Work IQ APIs Before Enterprise Rollout

06/06/2026 by 3rk
How to Evaluate Microsoft Work IQ APIs Before Enterprise Rollout featured image

Learn how to evaluate Microsoft Work IQ APIs before enterprise rollout, including workflow fit, security checks, governance, review gates, and pilot metrics.

Categories How-to Tags AI Evaluation, AI Governance, Enterprise Rollout, Microsoft 365, Work IQ APIs

How Schools, Parents, and Teens Can Share AI Rules Clearly

31/05/2026 by 3rk
How Schools, Parents, and Teens Can Share AI Rules Clearly featured image

A practical guide for aligning school, parent, and teen AI rules around homework, disclosure, privacy, student ownership, and review boundaries.

Categories How-to Tags Family and School Alignment, Homework Policy, Parents and Teens, School AI Rules, Teacher Expectations
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