Source: https://ailoot.ai/blog/en/
Canonical: https://ailoot.ai/blog/en/
Language: en

# Guides to AI models and API integration

Guides to AI models, agents and the Ailoot API.

- [**Claude Code Skills in 2026: how to build a skills library for yourself** How to create Claude Code Skills: SKILL.md structure, the description formula, ready-made collections from Anthropic, and anti-patterns. Step by step in 30 minutes.](https://ailoot.ai/blog/en/claude-code-skills-library/)
- [**Claude Code shortcuts list: 11 practical tips and commands** Use this Claude Code shortcuts cheat sheet for Shift+Tab, Esc Esc, /compact and /cost. Claude Code shortcuts and commands help manage modes, context and usage.](https://ailoot.ai/blog/en/claude-code-tips/)
- [**AI Agents for Coding: From Vibe Coding to Agentic Engineering** How agentic engineering differs from vibe coding: project context, planning, parallel agents, reviews, and maintaining control.](https://ailoot.ai/blog/en/agentic-engineering/)
- [**Claude Code AGENTS.md vs CLAUDE.md: one shared instruction file** Create a Claude Code AGENTS.md file, choose a Claude Code AGENTS.md symlink or import, and share rules with Codex and Cursor.](https://ailoot.ai/blog/en/agents-md-claude-md-one-instruction-file/)
- [**AI first company meaning: how agents change business processes** AI first company examples: marketing, support, analytics and coding tasks, plus six steps for a transition with human oversight.](https://ailoot.ai/blog/en/ai-first-company/)
- [**Claude Code alternatives in 2026: price, limits, and autonomy** Compare free, open-source and paid Claude Code alternatives, including local-model support, by price, limits, payment and autonomy.](https://ailoot.ai/blog/en/claude-code-alternatives/)
- [**How to Build an Animated Website in Claude Code in an Evening** Rules against template-like design, visual directions, GSAP, accessibility, and performance testing for an animated website in Claude Code.](https://ailoot.ai/blog/en/animated-website-claude-code/)
- [**Anthropic disables Claude Fable 5 and Mythos 5: what to use instead** Timeline of the shutdown of Claude Fable 5 and Mythos 5, switching models in Claude Code, and preserving working context. A historical review of June 2026.](https://ailoot.ai/blog/en/claude-fable-mythos-model-switch/)
- [**Google Antigravity Remote Control: How to Control the Agent from Your Phone** How to enable Remote Control in Google Antigravity on desktop and in the CLI: the toggle, the agy remote-control daemon, and what to do if you have connection problems.](https://ailoot.ai/blog/en/antigravity-remote-control-phone/)
- [**Astro or Next.js: Which Should You Choose for an AI-Built Website in 2026** A comparison of Astro and Next.js for a website built by an AI agent: purpose, structure, hosting, cost, and learning curve. Includes a scenario-based choice table.](https://ailoot.ai/blog/en/astro-vs-nextjs-for-ai-built-sites/)
- [**Free Coding Models in 2026: What to Replace Expensive Claude With** GLM-5.2, DeepSeek, Qwen, Kimi, and Gemini — free and low-cost models for coding in 2026. How much they cost, how to connect them in 15 minutes, and when Claude is still better.](https://ailoot.ai/blog/en/free-coding-models/)
- [**Free AI Agent for VS Code: Which One to Install in 2026** Copilot, Cline, Antigravity, and local models through Ollama: a free start, limits, and working with sensitive code.](https://ailoot.ai/blog/en/free-ai-agent-vs-code/)
- [**Is It Safe to Give Claude Code Access to Your Data in 2026** In-depth analysis: Is it safe to give Claude Code access to your data in 2026?](https://ailoot.ai/blog/en/claude-code-data-access-safety/)
- [**Vibe Coding Security: How to Protect an AI-Built App** How to prevent an AI-built app from being hacked: the Lovable and Tea leaks, protecting secrets and keys, RLS, agent permissions, and a security checklist before publication.](https://ailoot.ai/blog/en/vibe-coding-security/)
- [**Which AI agent is cheaper in 2026: the cost of one solved task** How to compare AI agents by the cost of a working result: a formula and a sample calculation using 2026 pricing.](https://ailoot.ai/blog/en/ai-agent-cost-per-solved-task/)
- [**Vibe Coding Tool Prices: How to Calculate Your Budget** Claude Code pricing enterprise budgets: published per-developer usage benchmarks, subscriptions, token charges, caching, and extra costs for coding tools.](https://ailoot.ai/blog/en/vibe-coding-tool-prices/)
- [**ChatGPT in 2026: Features, Plans, and First Steps** What ChatGPT can do, how Free, Go, Plus, and Pro differ, and how to get started with a real task. Check regional availability separately.](https://ailoot.ai/blog/en/chatgpt-features-plans-getting-started/)
- [**Dots in ChatGPT: What They Are, How to Create Your Own Agent, and How to Use It** How to create a dot in ChatGPT, give it its first task, configure access, check the result, and stop tasks and schedules separately.](https://ailoot.ai/blog/en/chatgpt-dots-create-control/)
- [**ChatGPT or Claude: Choosing for Work and Business in 2026** A comparison of ChatGPT and Claude for writing, coding, documents, pricing, and regional access conditions. Five tasks for comparing the services yourself.](https://ailoot.ai/blog/en/chatgpt-or-claude-work-business/)
- [**ChatGPT or DeepSeek: Which Should You Choose in 2026?** Comparison of ChatGPT and DeepSeek in 2026: prices, free plans, access and payment terms, the strengths of each, and how they handle user data.](https://ailoot.ai/blog/en/chatgpt-vs-deepseek/)
- [**Claude shared chats in Google: how to revoke your links** On July 25, public Claude chats and artifacts appeared in Google results. A guide to checking your links, revoking them, and removing outdated search results.](https://ailoot.ai/blog/en/claude-shared-chats-search-privacy/)
- [**8 AI Agents for Coding in 2026: Claude Code, Codex, and More** A review of 8 AI coding tools for 2026: Claude Code, Cursor, Codex, Antigravity, and others. Comparison by key criteria and who each one is suited for.](https://ailoot.ai/blog/en/ai-coding-tools/)
- [**Claude Code Now Reads AGENTS.md: What Changed in 2.1.277** On September 18, 2026, Claude Code 2.1.277 gained direct support for AGENTS.md: when the file is loaded, how to choose one of 4 modes, and what to do about imports.](https://ailoot.ai/blog/en/claude-code-agents-md-support/)
- [**Claude Code automation billing: plan limits and API credits** Distinguish Claude subscription limits, included Max and Team API credits, and optional paid API usage; estimate costs from measured runs.](https://ailoot.ai/blog/en/claude-code-pricing-automation-billing/)
- [**How to Control Claude Code from Your Phone via Telegram in 2026** Step by step: create a Telegram bot, install the Claude Code Channels plugin, secure it with an allowlist, and run it 24/7 on a VPS. A ready-to-follow guide with commands.](https://ailoot.ai/blog/en/claude-code-telegram-channels/)
- [**Claude Sonnet 5 in Claude Code: Is It Worth Switching, and Will It Get More Expensive?** A comparison of Sonnet 5 and Opus 4.8: tokenization, task cost, benchmarks, measuring usage, and commands for switching models.](https://ailoot.ai/blog/en/claude-sonnet-5-cost-model-choice/)
- [**How to upload a file to Claude so it can read it** Claude in the browser accepts PDFs, spreadsheets, images, and code. All the formats, how large a file can be and how many fit in a chat, and what to do when an upload fails.](https://ailoot.ai/blog/en/claude-file-upload/)
- [**Cline vs Claude Code: a free alternative in VS Code** Cline in 2026: an open-source VS Code agent, your key for Claude, DeepSeek, Gemini, or Ollama. When to use Cline, and when Claude Code.](https://ailoot.ai/blog/en/cline-vs-claude-code/)
- [**How to Connect Codex, Claude Agent, and OpenCode to Devin Desktop via ACP in 2026** How to connect Codex, Claude Agent, and OpenCode in the Devin Desktop editor through the ACP protocol. Installation commands, settings, and plans.](https://ailoot.ai/blog/en/codex-claude-agent-opencode-devin-desktop-acp/)
- [**Voice mode in Codex: how to enable /voice and what it can do** Voice conversations with an agent appeared in Codex CLI 0.155. How to update, enable /voice via /experimental, use the mute and stop commands, and understand the experiment’s limitations.](https://ailoot.ai/blog/en/codex-voice-mode/)
- [**OpenAI Codex: What It Is, How to Install It, and Regional Access Conditions in 2026** Codex from OpenAI: the agent application, installation methods, interfaces, models, plans, permissions, and regional access conditions.](https://ailoot.ai/blog/en/openai-codex-install/)
- [**OpenAI Codex in 2026: features, plans, and practical trade-offs** A product overview of Codex execution surfaces, dated plan and model details, permissions, usage limits, and a practical first pilot.](https://ailoot.ai/blog/en/openai-codex-user-reviews/)
- [**Codex Sites: Internal Tools and Service Limitations** How Codex Sites, D1, and R2 work, who an internal site is for, how it differs from public site builders, and which limitations to consider.](https://ailoot.ai/blog/en/codex-sites/)
- [**Codex vs Claude Code 2026: how to choose a tool** Comparison of Codex and Claude Code: prices and limits, reasoning, AGENTS.md and CLAUDE.md, reviews, use cases, and a parallel test on a real task.](https://ailoot.ai/blog/en/codex-vs-claude-code-choice/)
- [**Coolify and Claude Code: Deploy a Project to Your Own VPS** Installing Coolify, connecting GitHub, deploying Next.js, domain and HTTPS, MCP, VPS requirements, and troubleshooting. Dollar-denominated technical prices and original limitations.](https://ailoot.ai/blog/en/coolify-claude-code-deploy/)
- [**Devin, Replit Agent, and Cline in 2026: Which to Choose** A comparison of Devin 2.0, Replit Agent 3, and Cline by price, benchmarks, and real production work. Where to look if you’re tired of Claude Code in May 2026.](https://ailoot.ai/blog/en/devin-replit-agent-cline-comparison/)
- [**How to Launch Hundreds of Agents in Claude Code with Dynamic Workflows** Anthropic launched Dynamic Workflows on 28.05.2026. How Claude writes scripts for 1,000 subagents, what ultracode and /deep-research are, and the limits.](https://ailoot.ai/blog/en/claude-code-dynamic-workflows/)
- [**Claude Fable 5: Release, Guardrails, and June 2026 Block** Anthropic released Fable 5 at a level above Opus 4.8 (95% SWE-Bench Verified). 3 days later, the US government ordered it to be disabled. An analysis of June 2026.](https://ailoot.ai/blog/en/claude-fable-5/)
- [**Gemini API Free Tier: Regional and API-Key Access Errors** Gemini API key free-tier access errors: distinguish 403 Access Restricted, 400 FAILED\_PRECONDITION, and 403 PERMISSION\_DENIED by their messages and conditions.](https://ailoot.ai/blog/en/gemini-api-access-errors/)
- [**Migrating from Gemini CLI to Antigravity CLI: A Guide** Installing agy, migrating configuration, plugins, and environment variables; checks, common errors, and regional restrictions.](https://ailoot.ai/blog/en/gemini-cli-to-antigravity-cli-migration/)
- [**GitHub Copilot: Export Restrictions and Troubleshooting** How to distinguish an export restriction from a payment decline and an authentication error in VS Code. GitHub’s official policy and the limits of the appeal process.](https://ailoot.ai/blog/en/github-copilot-export-controls/)
- [**GitHub Is Not Sending a Verification Email: What to Do** Resending a GitHub email, link expiration, an incorrect or occupied address, account restriction, and email security. The complete verification process.](https://ailoot.ai/blog/en/github-email-verification/)
- [**GLM-5.2 Catches Up with Claude Opus 4.8: The Open Model Costs 5 Times Less** GLM-5.2 from Z.ai codes almost as well as Claude Opus 4.8, but costs many times less. I examine the tests, prices, and how to connect the open model to Claude Code in 5 minutes.](https://ailoot.ai/blog/en/glm-5-2-vs-claude-code/)
- [**/goal in Claude Code: Autonomous Mode and Agent View in 2026** The /goal command in Claude Code 2.1.139 launches autonomous mode: the agent works until it achieves the goal. I explain Agent View, worktrees, and 5 examples.](https://ailoot.ai/blog/en/claude-code-goal-agent-view/)
- [**How to Run Claude Code and Codex Overnight via /goal in 2026: 14-Hour Autonomous Mode** The /goal command in Claude Code 2.1.139 and Codex CLI runs an AI agent autonomously for hours. I explain the setup, real examples, and how many tokens it costs.](https://ailoot.ai/blog/en/goal-mode-claude-code-codex/)
- [**Free Voice Input: Local Whisper and Ready-Made Apps** Whisper, Wispr Flow, and superwhisper: voice input setup, computer requirements, privacy, and troubleshooting.](https://ailoot.ai/blog/en/free-voice-input-whisper/)
- [**What Is Google Antigravity, and Should You Switch from Claude Code in 2026** Detailed analysis: What is Google Antigravity, and should you switch from Claude Code in 2026?](https://ailoot.ai/blog/en/google-antigravity/)
- [**Website Design with an AI Agent: Google Stitch and Claude Code** A complete manual Google Stitch to Claude Code workflow: export HTML/CSS, assemble DESIGN.md from local files, build and verify a page, and handle an unresolved MCP authentication step.](https://ailoot.ai/blog/en/google-stitch-claude-code-design/)
- [**GPT-5.6 vs. Claude Fable 5: Has OpenAI caught up with Anthropic in 2026?** Compare GPT-5.6 and Claude Fable 5 by benchmark scope, published and missing scores, launch-era prices, and a pilot on your own coding task.](https://ailoot.ai/blog/en/gpt-5-6-vs-claude-fable-5/)
- [**GPT-6.1 Sol: How it differs from Astra, pricing, and Codex access** GPT-6.1 Sol vs. GPT-6 Astra: API and Codex credit rates, estimated messages on Plus and Standard Business, availability by plan, and model selection.](https://ailoot.ai/blog/en/gpt-6-1-sol-pricing/)
- [**GPT-6 Astra or Claude Fable 5.1: which to choose in 2026** API pricing, cache, context, computer control, and access restrictions: a comparison of GPT-6 Astra and Claude Fable 5.1 for real-world tasks.](https://ailoot.ai/blog/en/gpt-6-astra-vs-claude-fable-5-1/)
- [**GPT-6 in free ChatGPT and Intelligent UI** GPT-6 Luna and Sol models by plan, calculators, forms, charts, and example requests to Intelligent UI.](https://ailoot.ai/blog/en/gpt-6-free-chatgpt/)
- [**Grok Build memory across sessions: settings and limitations** How to enable memory, where notes are stored, and how /flush, /remember, /dream, and /memory work. Settings priority, checking, and deleting entries.](https://ailoot.ai/blog/en/grok-build-memory/)
- [**Grok Build or Claude Code: Which Should Vibe Coders Choose in 2026?** A comparison of Grok Build and Claude Code: agent architectures, capabilities, benchmarks, pricing, limitations, and scenarios for choosing a tool.](https://ailoot.ai/blog/en/grok-build-vs-claude-code/)
- [**Grok: regional restrictions and alternatives for your project** Grok availability terms, SpaceXAI restrictions, choosing coding alternatives, and a backup provider for your project.](https://ailoot.ai/blog/en/grok-regional-limits-alternatives/)
- [**AI Agent Hermes: What It Is, How to Install and Configure It** Hermes Agent in plain language: what this AI agent is, how much it costs, how to install it on Windows, macOS, and Linux, choose a model, and connect Telegram.](https://ailoot.ai/blog/en/hermes-agent-install-setup/)
- [**Hermes Agent with a local model: connecting Ollama** How to connect a local model to Hermes Agent: Local Models in the desktop app or Ollama, a model with tool calling, 64,000 context, and how to check that it works.](https://ailoot.ai/blog/en/hermes-local-model-ollama-context/)
- [**How to keep Hermes Agent running on a server around the clock** How to keep Hermes Agent running on a server 24/7: installation on a VPS without a browser, running the gateway as a system service, starting it automatically after a reboot, linger, and Docker.](https://ailoot.ai/blog/en/hermes-agent-vps-24-7/)
- [**AI Agent Skills in Hermes: Install a Skill and Create Your Own** Directories and GitHub, the SKILL.md format, /learn, checking, updating, and removing Hermes Agent skills with complete command examples.](https://ailoot.ai/blog/en/hermes-agent-skills/)
- [**How to Connect Hermes Agent to Telegram and Manage Tasks from Your Phone** Step-by-step setup: create a bot through BotFather, add the token and access list in Hermes Agent, and start the gateway. Voice messages, scheduled tasks, and phone control.](https://ailoot.ai/blog/en/hermes-agent-telegram-setup/)

## Ailoot · The company and its project portfolio





Ailoot combines established operating experience, a large client base, stable service and ongoing KPI control.





The company and its project portfolio: millions of customers; monthly sales in the billions.





Ailoot brings that operating experience to API access for AI features in customer products, agents, applications and automations.
