Learn Tips To Save Claude Tokens, other AI tips and news

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Claude Code headless mode in CI without runaway costs

How to run claude -p in CI safely: per-run turn and dollar caps, permission settings, GitHub Actions guardrails, and a workspace spend limit as the final backstop.

2026-09-28

Claude Codeheadless modeCI/CD

I tracked my token usage for a month: here's where 70% of it went

A month of logged Claude token usage, broken down by cache reads, cache writes, output, and idle work, plus the changes that cut spend and how to run the same audit yourself.

2026-09-28

token usageClaude CodeClaude API

Prompt caching in practice: cutting repeat-context costs on the Claude API

A practical guide to Claude API prompt caching: how the pricing works, where to place cache breakpoints, how to pick a TTL, and how to check that your cache hits are real.

2026-09-28

prompt cachingClaude API

Setting spend limits and monitoring usage per project on the Claude API

How to give each project its own Claude API budget: workspaces, spend and rate limits, what the API returns when a cap is hit, and how to track cost per project with the Usage and Cost APIs.

2026-09-28

Claude APIspend limits

Be Specific, Save Tokens: How a Precise File Path Saves a Whole Exploration Phase

Why naming the exact file in your prompt lets Claude Code skip its exploration phase entirely — and the token math that makes vague requests so much more expensive.

2026-09-23

Claude Codeprompts

Checkpointing Your Work in Claude Code: Start Fresh Without Losing Progress

How to use Claude Code's checkpoints, /branch, and session resume together, so you can clear a bloated session or try a risky change without losing what you've already built.

2026-09-23

Claude Codecontext window

One Task per Session: The Case Against the Marathon Conversation

Why keeping a single Claude Code session alive across unrelated tasks quietly costs more than it saves — context rot, compaction mechanics, and when to /clear instead of push on.

2026-09-23

Claude Codecontext

Using Plan Mode to Avoid Expensive Wrong Turns

Why one extra turn in Claude Code's plan mode is cheaper than twenty turns of rework — how plan mode works, when it earns its keep, and when direct mode is fine.

2026-09-23

Claude CodePlan Mode

Reading Files Smartly: Why Letting Claude Grep First Beats Letting It Open Everything

Why grep-first search keeps coding agents like Claude Code coherent for longer than reading every file: how context degrades, what subagents change, and when to reach for an LSP instead.

2026-09-23

Claude CodeAgentic Search

How to Write a CLAUDE.md That Saves Tokens Instead of Burning Them

A practical guide to writing a Claude Code CLAUDE.md under 200 lines: what belongs in it, what to move to rules or skills, and how imports and auto memory affect your token bill.

2026-09-22

Claude CodeCLAUDE.md

Claude Code /clear vs. /compact: When to Use Each

Learn when to run /clear, /compact, or /rewind in Claude Code, what each command keeps, and how to stop a long session from quietly degrading.

2026-09-21

Claude Codecontext window

Why Does Your 40th Claude Code Message Cost More Than Your 4th?

Claude Code token usage grows with every message because the whole conversation is re-sent. See the math, what caching changes, and six habits that cut costs.

2026-09-21

Claude Codetoken usage

Building Your First MCP Server for Claude Code (and What to Connect First)

Build a working MCP server in TypeScript, plug it into Claude Code, and learn which existing servers are worth connecting first, plus how to keep them safe and cheap on context.

2026-09-20

MCPClaude CodeModel Context Protocol

5 Repos to Install in Every Claude Code Project

Five open-source repositories worth installing in every Claude Code project — covering SEO skills, token-saving output compression, a multi-agent plugin hub, context window optimization, and agent orchestration.

2026-08-17

claude-codeplugins

The Cost of Vague Instructions: How Ambiguity Triggers Expensive Back-and-Forth

Vague prompts feel efficient but fail one round trip later, and in agentic sessions a single wrong guess compounds across every dependent step. Here's where ambiguity hides, what specificity actually looks like, and when leaving things open is genuinely the right call.

2026-08-17

promptingclaude-code

4 Claude Code Hacks to Cut Token Usage by 80%

Stop hitting limits quickly. Learn how to optimize your Claude Code workflow using Caveman, Context-mode, Pxpipe, and Blacdisk.

2026-08-16

claudetips

Batching Related Asks Into a Single Prompt vs. Many Small Ones

Batching related tasks saves round trips and keeps coupled changes consistent, but it also lets errors compound before you see any of them and removes the checkpoints that catch a wrong turn early. Here's how to decide which approach fits the work in front of you.

2026-08-16

promptingai-agentsclaude-code

Why Your CLAUDE.md File Might Be Costing You More Tokens Than It Saves

Your claude md is constantly loaded and could be costing you a ton on tokens

2026-08-16

claudetips

Using `.claudeignore`-Style Exclusions to Keep Irrelevant Files Out of Context

A .claudeignore file keeps build output, lockfiles, and stale fixtures out of Claude Code's exploration — but it's a discovery filter, not a security boundary. Here's what it actually covers, where it falls short, and why permissions.deny is the right tool for anything sensitive.

2026-08-16

claude-codecontext-management

Token Budgets: Setting Limits Before a Big Task Instead of After

By the time you check /usage on a big Claude Code task, the expensive part has usually already happened. The decisions that actually control token cost, model choice, context hygiene, thinking budget, planning before implementation, what gets delegated, are all made before the first message, not during a mid-task check-in.

2026-08-16

save tokensclaude-codeai-agents

When to Start a Fresh Claude Code Session

Claude gets worse the longer you use it in a session, past mistakes, solutions and research gets missed the longer the chat. Sometimes it’s just best to start a new claude session

2026-08-16

claudetips

Claude is Watermarking your code

Recently Anthropic has started implementing watermarking into what their model Claude generates to easily distinguish ai and human work.

2026-08-15

claudetips

Claude Code for Code Review

Most code review happens too late to be cheap. By the time a PR is open, the change is done, the author has moved on mentally, and a reviewer is reading a diff cold, hours or days after the reasoning that produced it.

2026-08-15

claudetips