# 7 Things You Need to Know About ChatGPT Plugins in 2026

ChatGPT Plugins in 2026: how Custom GPT migration works, what MCP Servers and Skills do, and how to secure third-party app access before December.

Source: https://xgffdfs032.top/7-things-you-need/ · based on the channel [ProgrammingKnowledge2](https://www.youtube.com/channel/UC8aFE06Cti9OnQcKpl6rDvQ) · Video: [How To Master The Brand New ChatGPT Plugins In 2026: Ultimate Custom GPT Migration Masterclass!](https://www.youtube.com/watch?v=JPNh4EoN4vY) · 2026-10-31

![7 Things You Need to Know About ChatGPT Plugins in 2026](https://xgffdfs032.top/7-things-you-need/7-things-you-need.webp)

## Key takeaways

- OpenAI retired Custom GPTs and moved the platform back to a rebuilt ChatGPT Plugins directory; the migration deadline is December 2026.
- Custom instructions are converted into Skills, while uploaded documents become Reference Files inside the migrated plugin.
- The Plugin Directory replaced the old App Directory in July, and plugins now write data back to connected systems, not just read it.
- Model Context Protocol (MCP) Servers let ChatGPT call external tools such as Composio, Runway MCP and Canva natively inside a chat.
- OAuth permission panels and role-based access controls govern when a connected app can make permanent changes to external workspaces.

ChatGPT Plugins in 2026 are the replacement for Custom GPTs: OpenAI retired the GPT Store and rebuilt the plugin directory, so existing custom assistants must be migrated before the December 2026 deadline. The migration converts custom instructions into Skills and uploaded documents into Reference Files, and the resulting plugin runs on top of Model Context Protocol (MCP) Servers that can actively write to connected systems.

## What the Custom GPT retirement actually changes

The GPT Store model is gone, and the plugin is now the only supported container for a custom assistant. When you open the OpenAI dashboard and go to My GPTs, the Migrate to Plugin workflow takes the configuration you already built and repackages it into a modular bundle rather than a single prompt.

Two conversions matter most:

1. Custom instructions become Skills — localized instruction blocks that the model loads when a task matches them, instead of one long system prompt that is always active.
2. Uploaded knowledge documents become Reference Files — stored separately from the instructions, so they can be attached to several plugins without duplicating the content.

Because the pieces are separated, a migrated plugin is easier to debug than the original GPT: if an answer is wrong, you can tell whether the fault sits in a Skill, a Reference File, or a third-party tool call. That modularity is the main practical argument for the new architecture over the deprecated GPT Store.

## How to migrate a Custom GPT step by step

Migration is a short, mechanical process, but skipping the verification step is the most common cause of broken plugins. Work through it in this order:

1. Sign in to the OpenAI dashboard and open My GPTs.
2. Select the assistant you want to keep and choose Migrate to Plugin.
3. Review the automatically generated Skills and rename or merge any that overlap, since two Skills covering the same task can produce inconsistent answers.
4. Check that every Reference File transferred and that large documents were not truncated.
5. Reconnect each third-party service the old GPT relied on — credentials do not carry over automatically.
6. Run a test prompt that exercises both a Skill and a Reference File before publishing.

If a migrated plugin fails, the usual culprits are an API call pointed at an old endpoint, a missing knowledge file, or an automation workflow whose trigger still references the retired GPT identifier. Fixing the endpoint and re-authorizing the connection resolves most of these cases.

## MCP Servers and the Plugin Directory explained

The Plugin Directory, which replaced the App Directory in July, is where you install native integrations instead of hunting for third-party wrappers. Underneath it, Model Context Protocol Servers act as the bridge between ChatGPT and an external service: the server exposes a set of tools, and the model decides when to call them.

Practical examples of what this enables inside a single chat:

- Composio plugins that chain multiple SaaS tools into one workflow.
- Runway MCP for generating text-to-video clips without leaving the conversation.
- Canva integrations that build presentation slides and save them to Google Drive.
- Database plugins that query a Snowflake warehouse and return the analysis in the chat.

The behavioral shift is the important part: modern plugins do not merely read data, they write back. A plugin can create a file, post a record, or modify a workspace, which is why the security layer described below is not optional.

## Security controls and team-level access management

Granular permissions are what make write-capable plugins safe enough for enterprise use. The OAuth authentication panels introduced with the new plugin system let you decide, per app, whether it may act silently or must request approval before a permanent change.

A sane configuration for a team workspace looks like this:

- Read-only scopes by default for any tool that touches customer or financial data.
- Explicit approval prompts for actions that delete, publish, or overwrite.
- Separate credentials for personal and organizational plugins, so revoking one does not break the other.
- Role-based access controls that determine which team members can deploy Skills and Reference Files across the organization.

Workspace synchronization is the other half of the job: once a plugin is validated, publish its Skills and Reference Files centrally and assign them by role, rather than asking each user to rebuild the assistant. Audit the connected apps quarterly and remove any integration nobody has called in the last month.

## Common migration mistakes and how to avoid them

Most failed migrations come from treating the new plugin as a like-for-like copy of the old GPT. It is not: instructions that assumed a single monolithic prompt behave differently once split into Skills that load conditionally.

Watch for these specific problems:

- Overlapping Skills that give contradictory guidance; consolidate them into one.
- Reference Files left attached to every Skill, which bloats context and slows responses.
- Automation workflows still pointing at the retired GPT identifier, producing silent failures.
- Third-party connections re-authorized with broader scopes than the old GPT actually used.
- No test prompt after migration, so errors only surface in front of a client.

A five-minute test that triggers one Skill, reads one Reference File, and performs one write action through a plugin will catch nearly all of these before they reach users.

## Why migrating early is worth the effort

Plugins built on MCP Servers are more capable than the assistants they replace, because they combine conditional instructions, separated knowledge files, and tools that can change external systems. Teams that migrate early get time to test permissions and fix automation endpoints well before the December 2026 cutoff, while late movers risk broken workflows at the worst possible moment.

The video walkthrough by ProgrammingKnowledge2 covers the dashboard steps, the Skills and Reference Files conversion, and live tests of plugins such as Composio, Runway MCP and Canva, making it a useful companion to this guide. Treat the migration as a small engineering project — inventory, convert, reconnect, test, then roll out by role — and the switch from Custom GPTs to plugins becomes routine rather than disruptive.

## Questions & answers

**What happens to my Custom GPTs after the retirement?**

They must be migrated to the new plugin format before the December 2026 deadline. The migration converts your custom instructions into Skills and your uploaded documents into Reference Files, so the content is preserved but reorganized into a modular structure.

**Do I need to reconnect third-party apps after migrating?**

Yes. Credentials and API connections do not carry over automatically. After migration you must re-authorize each service, and it is worth checking that the new OAuth scopes are no broader than what the old GPT actually needed.

**What are MCP Servers and why do they matter?**

Model Context Protocol Servers expose external tools to ChatGPT so the model can call them directly inside a chat. They are what allow plugins to write data back to connected systems, for example saving slides to Google Drive or querying a Snowflake database.

**How do I stop a plugin from making unwanted changes?**

Use the OAuth permission panels to grant read-only scopes by default and require explicit approval before any action that deletes, publishes, or overwrites data. Combine that with role-based access controls so only authorized team members can deploy plugins organization-wide.


---

# Rust in 2026: A Practical Guide to Ownership and Type Safety for Beginners

Learn Rust in 2026 with a practical guide covering ownership, borrowing, and type safety. Understand why Rust prevents crashes and how to get started.

Source: https://xgffdfs032.top/rust-in-2026/ · based on the channel [Let's Get Rusty](https://www.youtube.com/channel/UCSp-OaMpsO8K0KkOqyBl7_w) · Video: [Rust for Dummies in 12 Minutes](https://www.youtube.com/watch?v=0y6RKiIk6cs) · 2026-10-24

![Rust in 2026: A Practical Guide to Ownership and Type Safety for Beginners](https://xgffdfs032.top/rust-in-2026/rust-in-2026.webp)

## Key takeaways

- Rust eliminates whole classes of bugs like null pointer dereferences and data races through its ownership model.
- Ownership rules: each value has one owner, moves transfer ownership, and values are dropped when the owner goes out of scope.
- The type system enforces safety at compile time, catching errors before runtime.
- Rust's learning curve is steep but manageable with hands-on practice and resources like Let's Get Rusty.
- The Rust Live Accelerator waitlist offers a free Rust Job-Ready Roadmap at letsgetrusty.com/join.

Rust is a systems programming language that guarantees memory safety without a garbage collector, using compile-time checks to prevent crashes and data races. If you're looking to learn Rust in 2026, start by understanding ownership and the type system, which are the core concepts that make Rust unique. For a structured learning path, join the [Rust Live Accelerator waitlist](https://letsgetrusty.com/join) to get a free Rust Job-Ready Roadmap.

## Why Rust code doesn't break

Rust's ownership model ensures that memory is managed safely at compile time, eliminating common bugs like null pointer dereferences and buffer overflows. In languages like C or C++, developers manually allocate and free memory, which can lead to leaks or crashes. Rust automates this with strict rules: each value has a single owner, and when the owner goes out of scope, the value is automatically dropped. This prevents use-after-free errors and double frees. For example, if you try to use a variable after it has been moved, the compiler will reject your code. This compile-time enforcement means that once your Rust program compiles, it's free from many runtime errors that plague other languages.

## The genius of Rust's type system

Rust's type system is expressive and strict, catching errors at compile time that would otherwise surface at runtime. It includes features like algebraic data types (enums and structs), pattern matching, and traits, which allow you to model complex domains precisely. The compiler enforces exhaustive pattern matching, so you can't forget to handle a case. Rust also has no null values; instead, it uses the Option enum to represent optional values, forcing you to handle the None case explicitly. This eliminates null pointer exceptions, a common source of crashes in other languages. Additionally, Rust's type inference reduces boilerplate while maintaining safety. The type system also supports generics and traits, enabling code reuse without sacrificing performance.

## How to learn Rust step by step

Learning Rust effectively requires a structured approach that balances theory and practice. Start with the basics of syntax and ownership, then move to more advanced topics like lifetimes and traits. Here's a suggested path:

1. Install Rust using rustup and set up your development environment with cargo, the built-in package manager.
2. Work through the official Rust Book, which covers ownership, borrowing, and lifetimes in detail.
3. Practice with small projects like a command-line tool or a simple web server to reinforce concepts.
4. Explore the ecosystem with crates.io, Rust's package registry, and contribute to open-source projects.
5. Join communities like the Rust subreddit or Discord servers for support and code reviews.

For a guided experience, consider the Rust Live Accelerator, which offers a curriculum with projects and expert feedback.

## Common doubts about Rust explained

Many beginners worry that Rust is too hard or that its compiler is overly strict, but these concerns often stem from misconceptions. Rust's learning curve is steep initially, but the compiler's error messages are helpful and guide you toward fixes. The borrow checker, which enforces ownership rules, can be frustrating at first, but it prevents bugs that would be harder to debug later. Another common doubt is that Rust is only for systems programming; however, it's used in web development, game engines, and embedded systems. The comparison with C++ is not entirely fair because modern C++ uses smart pointers for safety, but Rust's guarantees are enforced at compile time without runtime overhead. Rust's community is welcoming and resources are abundant.

## Rust resources and links

- [Rust Live Accelerator waitlist](https://letsgetrusty.com/join): Join the waitlist for a live accelerator program and get a free Rust Job-Ready Roadmap.
- [Let's Get Rusty YouTube channel](https://www.youtube.com/@letsgetrusty): Tutorials and career advice for Rust developers.
- [Official Rust website](https://www.rust-lang.org): Download Rust and access documentation.

## Conclusion

Rust's ownership and type system provide strong guarantees that make your code reliable and efficient. While the learning curve is real, the payoff is significant: fewer bugs, better performance, and a growing ecosystem. The video breakdown by Let's Get Rusty offers a concise introduction to these concepts, and the channel provides further resources for mastering Rust. To take your learning further, consider joining the [Rust Live Accelerator waitlist](https://letsgetrusty.com/join) for a structured path to job readiness.


## Questions & answers

**Is Rust really as hard as people say?**

Rust has a steep learning curve, especially around ownership and borrowing, but it's not insurmountable. With practice and good resources, many developers become productive within a few months. The compiler's error messages are helpful and guide you toward correct code.

**Can I use Rust for web development?**

Yes, Rust is used for web development with frameworks like Actix Web and Rocket. It offers performance and safety benefits, and the ecosystem is growing. Many companies use Rust for backend services.

**How does Rust compare to C++ in terms of memory safety?**

Rust enforces memory safety at compile time through ownership and borrowing, preventing common errors like null pointer dereferences and data races. Modern C++ uses smart pointers for safety, but these are not enforced by the compiler. Rust's guarantees are more rigorous.

**What is the best way to learn Rust quickly?**

Start with the official Rust Book and practice with small projects. Use cargo for project management and engage with the community for feedback. Structured programs like the Rust Live Accelerator can accelerate learning with guided projects and expert review.


---

# 5 things to check in a VPN for Android in 2026 for working periods and free use

How to pick a VPN for Android in 2026: free trial periods, no-logs policy, kill switch, speed tests and safe installs from outside Google Play.

Source: https://xgffdfs032.top/5-things-to-check/ · based on the channel [Конструктор ИИ -  СуперБоты](https://www.youtube.com/channel/UCHIQ0Vx1PtH5nOXQBdZLCIQ) · Video: [Лучший vpn для android в 2026: рабочие периоды и бесплатное пользование](https://www.youtube.com/watch?v=nzk0Nx33WLA) · 2026-10-21

![5 things to check in a VPN for Android in 2026 for working periods and free use](https://xgffdfs032.top/5-things-to-check/5-things-to-check.webp)

## Key takeaways

- A VPN for Android works by routing traffic through an encrypted tunnel, hiding your IP from sites and Wi-Fi operators.
- Most paid Android VPNs offer a 3–7 day free trial or a limited free tier instead of a permanent free plan.
- Check for a kill switch, AES-256 encryption and a published no-logs audit before trusting any provider.
- Sideloaded APK builds bypass Google Play checks, so verify the package signature and permissions first.
- A VPN changes your apparent location but does not by itself block ads, trackers or malicious sites.

A VPN for Android is an app that encrypts your traffic and routes it through a remote server, so websites and Wi-Fi operators see the server's IP instead of yours. In 2026 the practical choice comes down to a provider that gives a real free trial period, keeps a verified no-logs policy and ships a stable Android client with a kill switch. You can test one such option through the [Grana VPN sign-up page](https://surli.cc/grana_vpn) before committing to a subscription.

## What a VPN for Android actually does and does not do

A VPN creates an encrypted tunnel between the phone and a remote server, which hides your real IP address from destinations and from the local network operator. That protects you on public Wi-Fi in cafes, airports and hotels, where unencrypted traffic can be intercepted. It also lets you appear in another country, which matters for streaming catalogs and for services restricted by region.

What it does not do is make you anonymous in every sense. Google, your mobile carrier and the VPN provider itself still see metadata such as connection times and data volume unless the provider runs a strict no-logs setup. A VPN also does not remove ads, block trackers or stop malicious downloads on its own; those need a separate DNS filter or an ad-blocking app. Treat the VPN as one layer of privacy, not a full security suite.

## Five criteria for choosing an Android VPN in 2026

1. Free period or free tier. Look for a trial of at least 3 days, or a free tier with a monthly data cap. A trial that requires a card and auto-renews is fine only if you remember to cancel.
2. No-logs policy with an audit. A provider that publishes an independent audit of its logging practices is more trustworthy than one that only makes a marketing promise.
3. Protocol support. WireGuard-based protocols give the best speed-to-battery ratio on Android; OpenVPN remains a fallback for networks that block newer protocols.
4. Kill switch and split tunneling. The kill switch cuts internet access if the tunnel drops, and split tunneling lets you send only selected apps through the VPN.
5. Server spread and speed. Check that the provider has servers in the countries you need and that speeds stay usable on 4G and 5G, not just on Wi-Fi.

## Free use, trials and what the limits really are

A genuinely unlimited free VPN is rare because servers and bandwidth cost money. In practice Android users get three models: a time-limited trial (commonly 3 to 7 days), a data-capped free tier (often 500 MB to 10 GB per month, sometimes with ads), and a money-back guarantee of 30 days on a paid plan. The trial route is the most useful for testing speed and stability on your own network before paying.

When you evaluate a free period, test the things that matter in daily use: streaming quality, latency in games, battery drain over an hour of use, and whether the app reconnects automatically after the phone switches from Wi-Fi to mobile data. Also read the renewal terms. A free trial that converts into a yearly charge is a common complaint, and the fix is simply to cancel the subscription immediately after signing up — access usually continues until the trial ends.

## Installing an Android VPN safely

Google Play is the safest source, but some providers distribute APK builds directly from their websites, especially when the Play listing is unavailable in a region. If you sideload, verify the package signature against the one published on the provider's official site, check that the app requests only VPN and network permissions, and avoid builds from file-sharing mirrors. Android will show a system warning when an app requests VPN access; that prompt is normal, but it should name the provider you intended to install.

After installation, enable the always-on VPN option in Android settings and allow the app to start at boot. This prevents the phone from briefly connecting unprotected after a restart. On Android 12 and later, you can also restrict the VPN to specific apps through the system settings if you do not want all traffic routed through the tunnel.

## Common questions and doubts from Android users

Many users worry that a VPN will slow the phone down. With WireGuard the overhead is usually small — often under 10% on a good server — but a distant server or a congested free node can cut speeds in half. Choosing the nearest server and avoiding peak hours solves most of it.

Another frequent doubt is whether a free VPN can be trusted. The honest answer is that free services have to fund themselves somehow, whether through ads, limited data or data collection. A paid provider offering a short free trial avoids that trade-off, which is why trials are usually a better deal than permanently free apps.

People also ask whether a VPN hides activity from the mobile carrier. It hides the content and destinations of your traffic, but the carrier still sees that a VPN connection exists and how much data it carries. Finally, a VPN does not replace antivirus software or careful link hygiene on Android.

## Where to start testing

The most reliable path is to install one provider, run a speed test before and after connecting, and use it for a few days on real networks — home Wi-Fi, mobile data and a public hotspot. Compare the results with a second app during its own free period, then keep the one that holds a stable connection and does not drain the battery. The [Grana VPN page](https://surli.cc/grana_vpn) is the entry point used in the video breakdown by the channel Конструктор ИИ - СуперБоты, which covers working periods and free use for Android in 2026.

## Summary

Choosing a VPN for Android in 2026 comes down to a short checklist: a real free trial or free tier, an audited no-logs policy, WireGuard support, a kill switch and servers close enough to keep speeds high. Test on your own networks rather than trusting benchmarks, and cancel auto-renewal right after starting a trial if you only want to evaluate. A VPN is a privacy layer, not a complete security solution, so pair it with sensible app permissions and system updates. The video walkthrough from Конструктор ИИ - СуперБоты shows how to get started and which free-period terms to expect.

## Questions & answers

**Is a free VPN for Android safe to use?**

It can be, but free services usually fund themselves with ads, data caps or data collection. Check whether the provider publishes a no-logs audit and read the permissions the app requests. A short free trial from a paid provider is often a safer way to test.

**How long do VPN free trials usually last on Android?**

Most providers offer 3 to 7 days, and some give a 30-day money-back guarantee on paid plans instead. Cancel auto-renewal right after signing up if you only want to evaluate the service — access normally continues until the trial expires.

**Does a VPN slow down my Android phone?**

Modern WireGuard-based protocols add little overhead, often under 10% on a nearby server. Distant servers, congested free nodes and older OpenVPN setups can cut speeds significantly. Picking the closest server usually fixes it.

**Can my mobile carrier see what I do when a VPN is on?**

The carrier sees that an encrypted VPN connection exists and how much data it transfers, but not the sites you visit or the content of your traffic. The VPN provider, in turn, should not log that activity if it follows a no-logs policy.


---

# hermes agent, Essential Upgrades to Enhance Your AI Agent Experience

Discover 7 crucial Hermes Agent upgrades to optimize AI chatbot teams, memory, scheduling, and tool integration for better productivity.

Source: https://xgffdfs032.top/hermes-agent-essential-upgrades/ · based on the channel [Komputer Mechanic](https://www.youtube.com/channel/UCQagAa6u1LBisEJTND5L42Q) · Video: [7 Hermes Agent Upgrades You NEED To Implement Today](https://www.youtube.com/watch?v=h9SsHkRSHxo) · 2026-10-13

![hermes agent, Essential Upgrades to Enhance Your AI Agent Experience](https://xgffdfs032.top/hermes-agent-essential-upgrades/hermes-agent-essential-upgrades.webp)

## Key takeaways

- Hermes Agent supports multiple agents as a team with separate Telegram topics.
- Customize AI model and effort levels per task using your ChatGPT subscription.
- Persistent memory allows agents to retain knowledge beyond session compaction.
- Scheduled tasks notify only when necessary, reducing notification overload.
- Safe tool integrations via Composio and multiple setups on one server enable scalability.

Hermes Agent is more than just a single AI chatbot—it’s a powerful platform that can be upgraded into an efficient AI agent team working seamlessly within Telegram. To get the most out of Hermes Agent, implementing several key upgrades can transform your experience, improving task handling, memory persistence, and integration with your existing tools. This article covers seven essential upgrades to Hermes Agent that you need to implement today, based on months of practical usage and tips from the Komputer Mechanic channel. For full prompts and free resources, visit [Hermes Agent Tips and Tricks](https://komputermechanic.com/tutorials/hermes-agent-tips).

## Build a Team of AI Agents Instead of Just One
The first upgrade is to create a crew of AI agents rather than relying on a single bot. Each agent operates in its own Telegram topic, specializing in different tasks or roles. This setup allows you to parallelize workflows and keep conversations organized. The prompts to implement this multi-agent team are freely available and are essential for scaling Hermes Agent’s capabilities beyond basic chatbot functions.

## Optimize Model Selection and Effort Levels
Not every task requires the most powerful or expensive AI model. Use Hermes Agent to assign the right model and effort level based on the job complexity, which helps conserve resources and reduce costs. Additionally, Hermes Agent supports integration with your existing ChatGPT subscription, letting you use your paid plan without extra charges. This flexibility ensures efficient AI usage tailored to your needs.

## Enable Persistent Memory for Your Agents
A significant limitation of many AI chatbots is losing context after session compaction. Hermes Agent upgrades include a memory system that survives compaction, allowing agents to retain important knowledge long-term. This is achieved through an LLM wiki approach, which structures and stores information persistently. Detailed tutorials on giving AI agents persistent memory are available, enhancing continuity and relevance in interactions.

## Schedule Tasks and Minimize Unnecessary Notifications
Hermes Agent can be configured to perform scheduled work autonomously. By setting cron jobs, your AI agents can execute tasks without your constant oversight. The upgrade includes a notification filter that only pings you when necessary, keeping your phone quiet and avoiding notification fatigue. This balance between automation and timely alerts improves productivity.

## Connect Your Tools Safely with Composio
Integrating external tools into AI workflows can expose security risks. Hermes Agent uses Composio, a platform that safely connects your tools while maintaining strict control over command execution. For example, email inputs are treated as information sources, not direct orders, protecting against prompt injection attacks. This upgrade ensures your AI agents interact securely with your environment.

## Run Multiple Hermes Agent Setups on a Single Server
For advanced users, deploying several Hermes Agent instances on one server is possible using Docker containers. This allows for isolated environments, each configured for different projects or teams, maximizing hardware utilization without conflicts. Instructions and best practices for setting up multiple agents on one server are provided in the free resources.

## Use Mission Control Dashboard NEXORA for Centralized Management
Managing multiple AI agents and tasks becomes easy with NEXORA, a mission control dashboard developed alongside Hermes Agent. You can build it yourself using free prompts or install it quickly with one command via the Complete Kit. NEXORA provides a centralized interface to monitor, control, and coordinate your AI agent teams effectively.

## Common Questions and Troubleshooting
Many users ask how to expand their Hermes Agent setup or create a team. The answer lies in using the orchestra function to assign agents to Telegram topics, which facilitates communication and task distribution. Questions about running Hermes on different VPS providers, like Hostinger, relate to compatibility with Docker and installation files. The safety tip about treating email as information rather than commands addresses common security concerns.

## Useful Links
- Hermes Agent Tips with Free Prompts: https://komputermechanic.com/tutorials/hermes-agent-tips
- Persistent Memory Tutorial (LLM Wiki): https://komputermechanic.com/tutorials/how-to-give-ai-agents-persistent-memory
- NEXORA Mission Control Dashboard Setup: https://komputermechanic.com/tutorials/hermes-agent-mission-control-dashboard-3
- Composio for Safe Tool Integration: https://composio.dev

## Conclusion
Upgrading your Hermes Agent with these seven enhancements transforms it from a simple chatbot into a sophisticated AI agent team. From building multiple agents in Telegram topics, managing memory persistence, scheduling autonomous work, to safely integrating tools and managing multiple instances on one server, these tips empower you to harness Hermes Agent’s full potential. The mission control dashboard NEXORA adds centralized oversight for comprehensive control. For step-by-step guides and all the prompts, visit the official tutorial page by Komputer Mechanic, the expert behind these practical upgrades.

## Questions & answers

**How can I create multiple Hermes Agents on the same server?**

You can run multiple Hermes Agent instances using Docker containers, which isolate each setup. This allows you to manage separate projects or teams on one server without conflicts. Detailed setup instructions are available in the Hermes Agent tutorials.

**Does using Hermes Agent require an expensive AI model?**

No, Hermes Agent lets you choose the appropriate AI model and effort level for each task. It also supports using your existing ChatGPT subscription at no additional cost, optimizing resource use and saving money.

**How does Hermes Agent ensure memory persistence?**

Hermes Agent uses a memory system based on an LLM wiki that survives session compaction, enabling agents to retain knowledge over time. This persistent memory improves continuity and context-awareness in conversations.

**Is it safe to connect external tools to Hermes Agent?**

Yes, Hermes Agent integrates external tools safely using Composio, which controls interactions and prevents prompt injection by treating inputs like emails as information rather than commands. This maintains a secure environment for your AI workflows.


---

# How to Use FuseBase to Unlock Your AI Team in 2026

Learn the 3-step Hermes Agent process to set up FuseBase Work efficiently and build your AI team with ease.

Source: https://xgffdfs032.top/how-to-use-fusebase/ · based on the channel [Dr. Martin | Resilience Strategist](https://www.youtube.com/channel/UCspvDNcZNDk6yX7Bj5Nl08A) · Video: [FuseBase Work + Hermes: 3 Steps to Unlock Your AI Team](https://www.youtube.com/watch?v=NCxTr7oj8yA) · 2026-10-07

![How to Use FuseBase to Unlock Your AI Team in 2026](https://xgffdfs032.top/how-to-use-fusebase/how-to-use-fusebase.webp)

## Key takeaways

- FuseBase Work setup time can be reduced from 48-72 hours to under 4 hours using Hermes Agent.
- FuseBase Work includes VPS hosting, eliminating the need for manual Paperclip hosting.
- Connect AI adapters like Claude Code, Codex, and Hermes via OpenRouter in FuseBase Work.
- FuseBase MCP integrates with Hermes to build and manage AI agent teams through plain language commands.
- Buying 20 AppSumo codes unlocks more users, client portals, and hosted services like n8n and Firecrawl.

## What is FuseBase and Why Use It for AI Team Management
FuseBase is a platform that runs on Paperclip AI, designed to help users set up and manage AI agent teams efficiently. Traditionally, setting up FuseBase Work, which requires Paperclip, took approximately two to three days (48 to 72 hours). However, by applying the Hermes Agent process, this setup time can be cut down to four hours or less without needing a developer or extensive documentation reading. This makes FuseBase a practical choice for businesses and individuals looking to automate AI workflows quickly.

## The 3-Step Hermes Agent Process to Unlock Your AI Team
The core of using FuseBase effectively lies in the three steps of the Hermes Agent process:

1. **Spin up FuseBase Work with VPS Hosting:** FuseBase Work comes with virtual private server (VPS) hosting included, so users don't have to manage Paperclip hosting themselves. After launching the work environment, users connect AI adapters such as Claude Code, Codex (via ChatGPT subscription), and Hermes (via OpenRouter).

2. **Connect FuseBase MCP to Hermes:** Within FuseBase settings, users generate a FuseBase MCP token. This token is then added to Hermes as a custom connector along with the appropriate API key. This connection enables Hermes to communicate seamlessly with FuseBase Work.

3. **Let Hermes Build Your AI Team:** Users describe their desired AI team in plain language. Hermes collaborates with the Paperclip CEO agent to recommend suitable AI agents (e.g., Chief Marketing Officer agent, SEO agents, social scheduling tools). The user acts as a board to approve these recommendations, effectively constructing an AI team tailored to their needs.

## Practical Example: Building a Marketing AI Team
For example, Dr. Martin's personal brand uses this system to create a content management AI team. The Chief Marketing Officer (CMO) agent connects to RobinReach for social scheduling, Visby.ai for SEO and geographic intelligence, Grigora for website and blog management, and Composio for YouTube content. This entire setup was completed within a few hours, showcasing the efficiency of the Hermes Agent approach in FuseBase.

## Benefits of Purchasing 20 Codes on AppSumo
FuseBase is available on AppSumo for a limited time. Purchasing 10 codes grants access to FuseBase Work and Paperclip. However, buying 20 codes more than doubles the number of users and client portals available. Moreover, 20-code accounts can run additional hosted services—such as n8n for automation workflows and Firecrawl for specialized data processing—on the same VPS. These services were initially exclusive to existing AppSumo customers, so it's advisable to check with FuseBase for the latest terms regarding new purchases or upgrades. This makes the 20-code option a valuable investment for scaling AI team operations.

## Common Questions and Troubleshooting Tips
Many users find the FuseBase Work setup confusing initially. The main barriers involve understanding how to connect AI adapters and configuring the MCP token for Hermes. The Hermes Agent process simplifies these steps by automating recommendations and approvals, making it accessible even to those without coding experience. Users are encouraged to describe their AI team needs clearly and rely on Hermes' suggestions, which can be customized as required.

## Useful Links
- Get FuseBase on AppSumo with bonus offers: https://appsumo.8odi.net/L0Prxa
- Next Workflow for AI and automation consulting: https://nextworkflow.io
- Learn more about Dr. Martin: https://drmartin.io
- Dr. Martin's resource kit: https://drmartin.io/kit

## Summary
FuseBase combined with the Hermes Agent process provides a streamlined, no-code way to deploy and manage AI teams efficiently. By spinning up FuseBase Work with included VPS, connecting AI adapters, and letting Hermes curate an AI team, organizations can drastically reduce setup time from days to hours. The availability of FuseBase on AppSumo, especially with 20-code packages, offers scalable infrastructure and hosted automation tools that benefit purpose-driven organizations. This article is based on insights from the channel Dr. Martin | Resilience Strategist, which specializes in resilience and AI automation strategies. For those looking to accelerate their AI team deployment, FuseBase with Hermes is a powerful solution worth exploring, and you can get started today via the AppSumo link above.

## Questions & answers

**What is the main advantage of using Hermes Agent with FuseBase Work?**

Hermes Agent reduces the setup time of FuseBase Work from several days to about four hours by automating AI adapter connections and AI team creation without requiring coding skills.

**Can I use FuseBase without hosting Paperclip myself?**

Yes, FuseBase Work includes VPS hosting, so users do not need to manage or host Paperclip manually, simplifying deployment and maintenance.

**Why should I consider purchasing 20 codes from AppSumo instead of 10?**

Buying 20 codes more than doubles your user capacity and client portals and unlocks additional hosted services like n8n and Firecrawl on the same VPS, providing better scalability and automation options.

**How does Hermes help in building an AI team?**

Hermes takes a plain language description of your AI team needs, works with the Paperclip CEO agent to recommend AI agents, and then you approve these hires, effectively assembling a custom AI team tailored to your requirements.


---