Interleaved Thinking in Claude’s API: Beta Header, Budget Rules, and Model Support
Interleaved thinking lets Claude reason again after each tool call finishes, instead of only once before the first one —
Claude’s Model Deprecation Policy: What’s Retiring Soon and the 60-Day Notice Rule
Anthropic gives at least 60 days’ notice before retiring a model, and once the retirement date passes, API requests to
What an AI-Drafted Marketing Email Still Needs to Pass CAN-SPAM
An AI assistant asked to “write a marketing email” will produce persuasive copy, but it won’t add a physical postal
Scheduling a Recurring Claude API Call With Cron: A Working Script and Error-Handling Checklist
Running a Claude API call on a schedule takes three pieces: a script that makes the request, a cron entry
Gitleaks’ Pre-Commit Command Changed in v8.19.0: A Working Hook Config
A gitleaks pre-commit hook stops a secret from ever reaching your git history by scanning staged changes before the commit
llms.txt: What the Spec Actually Requires, and What Google Has Said About Using It
An llms.txt file is a plain Markdown file, usually placed at a site’s root, that gives AI systems a short
Running an Async Standup With AI When Your Team Is Spread Across Time Zones
An async standup is a daily check-in where each person posts a short written update on their own schedule instead
Comparing Rate Limits and Pricing Tiers Across Major AI APIs as You Scale
Rate limits and pricing tiers differ across Anthropic, OpenAI, and Google’s Gemini API in three concrete ways: how you unlock
Three Ways to Localize an AI Prompt for Non-English Output, Compared
There are three practical ways to get a large language model to produce accurate output in a language other than
Red-Teaming Your Own Prompts: A Walkthrough Using the OWASP LLM Top 10
Red-teaming a prompt means deliberately attacking your own AI system — the way a malicious user would — to find