The AgentsRoom Blog

Field notes on driving multiple AI coding agents without losing the thread.

How to check Claude Code token usage: 4 ways to see what your agents spend

Four ways to check Claude Code token usage: the /cost command, the session transcripts, the ccusage CLI, and a live per-session meter. See exactly what each agent spends.

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How to Cut Your Claude Code Token Costs Without Slowing Down

Claude Code bills you per token, and most of the spend is invisible: bloated context, the wrong model, raw PDFs, agents re-reading the same files. Here is where the money actually goes and how to cut it, with the habits and tools that keep your bill low without slowing you down.

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Too many terminals, too many AI agents: the cognitive debt slowing you down (and how to get out)

Juggling ten AI-agent terminals builds a cognitive, documentation and financial debt that costs you time and tokens. Here is how to take back control.

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AgentsRoom Now Supports Ollama: Run Local Models Next to the Cloud

Ollama is now a provider in AgentsRoom. Run local open-source models like Llama, Qwen, Gemma and DeepSeek next to cloud agents, and set a local-or-cloud dial on each agent, switchable mid-conversation.

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Claude Ads: the Claude Code skill that audits your ad accounts

Claude Ads is an open source skill for Claude Code: 250+ checks on Google, Meta, LinkedIn, TikTok or Amazon Ads, a score out of 100 and a prioritized action plan, in about ten minutes. Install, commands, limits, and how to orchestrate it in AgentsRoom.

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AgentsRoom x The Agency: 230+ Expert Agents, Built In

We integrated The Agency, the open-source (MIT) library of specialized AI agents by msitarzewski, into AgentsRoom. 230+ experts across 16 divisions, live and dynamic. Here is why, and how it looks.

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Vibe Coding and GDPR: Why Your AI-Built Site May Be Breaking the Law

AI coding agents like Claude Code and Codex ship working sites fast, but they quietly introduce GDPR violations you never asked for: cookies set before consent, personal data kept forever, no way for users to delete it. Here is why it happens across every coding agent, what it can cost you, and the free Claude Code skill that scans your project for GDPR issues and fixes them.

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Convert PDF to Markdown to Save LLM Tokens: The MarkItDown Guide

Feeding PDFs straight to Claude or any LLM quietly burns tokens: every page is also turned into an image. Convert the file to Markdown first with MarkItDown, Microsoft's free open-source tool, and cut your token bill by up to 80%. Full guide with CLI, Python, and MCP setup.

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Background Coding Agents: Putting Your AI on the Night Shift

A coding agent doesn't need you watching it. Here's how to run agents in the background while you work on something else, and how to let a whole fleet code overnight while you sleep.

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The Best Tools to Run Multiple Coding Agents in 2026

Conductor, Crystal, Claude Squad, Vibe Kanban, AgentsRoom: an honest comparison of the best tools to run multiple coding agents in parallel in 2026.

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AI Agent Loops: How Self-Correcting Coding Agents Finish the Job

An AI agent loop turns prompt-and-fix into a self-correcting cycle: the agent writes a plan, builds it, reviews its own work against the plan, and loops until it is done. How the loop works in Claude Code, Codex, Antigravity CLI, Cursor and the Ralph loop.

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Best terminal for agentic coding in 2026: cmux, Warp, tmux, and what actually wins

cmux, Warp, tmux, WezTerm, AgentsRoom: an honest comparison of the best terminal for agentic coding and vibe coding when you run AI agents in parallel.

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Best agentic coding tool in 2026: what to use for real developer workflows

Compare Codex, Claude Code, Cursor, GitHub Copilot, and AgentsRoom to choose the best agentic coding tool for solo coding, multi-agent workflows, and production teams.

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The Canary Trick: Catch Claude (or Any AI Agent) Before It Starts Hallucinating

A one-line trick to know when your AI coding agent is degrading: make it begin every reply with a name. When the name vanishes, the canary is dead and it is time for a fresh session. Works on Claude, Codex, Antigravity CLI, Mistral Vibe and every LLM.

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AGENTS.md: One Context File for Every Coding Agent (Codex, Antigravity, Claude)

AGENTS.md is the portable instructions file your AI coding agents read before touching your code. What to put in it, how it differs from CLAUDE.md, and how to keep one context across Codex, Antigravity and Claude.

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AgentsRoom Now Supports Mistral Vibe: A Sovereign European Coding Agent

Mistral Vibe, the terminal coding agent from Paris-based Mistral AI, is now a first-class provider in AgentsRoom. Run it next to Claude, Codex, Antigravity CLI, Grok and Aider, and build an end-to-end European AI dev stack.

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AgentsRoom Now Supports Grok Build

Grok Build, xAI's terminal coding agent, is now a first-class provider in AgentsRoom. Run it next to Claude, Codex, Antigravity CLI, OpenCode and Aider, and switch mid-conversation.

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How to Communicate With Your AI Agents: Claude, Codex, Antigravity, Grok Build

Code is no longer the bottleneck, communication is. Here is how to talk to your AI agents Claude, Codex, Antigravity and Grok Build to ship faster, more precisely and with fewer tokens.

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AgentsRoom Is Now on Windows

AgentsRoom now runs on Windows. The same multi-agent cockpit, native notifications and mobile sync as on macOS and Linux. Download the .exe for x64 or ARM64 today.

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The Best IDEs for Development Agencies in 2026

Agencies juggle many client codebases at once. Here are the IDEs and tools that hold up under that load, and why a multi-project, multi-agent command center changes how agencies ship.

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AgentsRoom Is Now on Linux

After months of polishing the macOS app, AgentsRoom now runs on Linux. Same multi-agent cockpit, native notifications, mobile sync. Download the AppImage or the .deb today.

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Vibe coding without drowning: staying in control of your AI agents when you're not a dev

Building an app by describing what you want is real now. The real challenge is tracking your AI agents without a terminal and without losing yourself.

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Git worktrees: the foundation for running multiple AI agents without conflicts

Your agents overwrite each other when they run in parallel. Git worktrees fix it in two commands. Here's how to use them.

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Claude Code vs Codex CLI: which one to pick in 2026 (and why not both)

An honest comparison of Claude Code and Codex CLI: pricing, speed, MCP, control. And why, after a few weeks, I stopped choosing between them.

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Claude Code Subagents and Agent Teams: A Practical Guide

Subagents, Agent Teams, orchestration: what it actually means, when you need it, and how to stay in control when it sprawls.

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Driving Your Coding Agents From Your Phone While They Work

Your agents code for 20 minutes straight. You don't need to sit in front of the screen. Here's how to track and unblock them from your phone.

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How to Run 3 to 8 Coding Agents in Parallel Without Losing Track

Launching multiple Claude Code or Codex agents at once is easy. Keeping control is where it falls apart. Here's the method that actually works.

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Guides & resources

Reference guides and deep dives to get more out of your coding agents.

CLAUDE.md Guide: Write Better Context Files for Claude Code

A practical guide to structuring your CLAUDE.md file. Define your tech stack, file map, coding conventions, and agent hints so Claude understands your project from the first prompt.

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50 Claude Code Tips: The Complete Cheat Sheet

50 expert tips for Claude Code. From prompt engineering to multi-agent workflows: everything you need to 10x your AI coding productivity.

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Claude Code Hooks: Visual Dashboard for Every Hook Event

Learn how Claude Code hooks work, master PreToolUse and PostToolUse events, and monitor every hook firing live across your fleet of Claude Code agents with AgentsRoom.

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Claude Code for Teams: Collaborative AI Coding at Engineering Scale

Run Claude Code as a team: shared CLAUDE.md, team prompt library, 14 agent roles, mobile companion, cross-project visibility. AgentsRoom is Claude Code for teams.

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Prompt Engineering for Coding: Write Better Prompts for AI Agents

The difference between mediocre and excellent AI-generated code is the prompt. Learn practical prompt engineering patterns for Claude Code agents with AgentsRoom.

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Claude System Prompts: 10 Developer Role Library

Ready-to-use system prompts for each developer role: DevOps, Frontend, Backend, QA, Architect, PM, Security. Copy, paste, ship.

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What developers build with AgentsRoom

5 real workflows: full-stack features, migrations, bug triage, multi-repo management, and solo productivity.

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Vibe Coding with AI Agents: Enter the Flow State

Vibe coding means describing what you want and letting AI agents build it. AgentsRoom is the IDE that makes multi-agent vibe coding real.

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