# How to Jailbreak Claude with a Prompt Setup That Reduces Refusals

A practical walkthrough of the Claude jailbreak method: setup steps, before-and-after prompt tests, and what to check when Claude still refuses.

Source: https://linkcore.shop/how-to-jailbreak-claude/ · based on the channel [bumtastik](https://www.youtube.com/channel/UCtwp0s98eROu6AjgmD2BvtA) · Video: [Still Getting Refused? How to Jailbreak Claude (NEW 2026 Guide)](https://www.youtube.com/watch?v=Ww-ilXaPI_A) · 2026-10-24

![How to Jailbreak Claude with a Prompt Setup That Reduces Refusals](https://linkcore.shop/how-to-jailbreak-claude/how-to-jailbreak-claude.webp)

## Key takeaways

- The method is a prompt-level setup, not a modification of Anthropic's model or servers.
- The full setup guide sits behind three support steps on rekonise: subscribe, comment, and like the video.
- The test procedure is a before-and-after comparison of the same prompt to judge changes in tone and wording.
- Results vary by Claude model, account settings, and prompt wording; one changed answer does not prove all filters are gone.
- The demonstration comes from the bumtastik channel and is not affiliated with Anthropic.

A Claude jailbreak is a prompt-level technique: you restructure how you phrase instructions so the model produces more direct, less hedged answers, without touching Anthropic's servers or model weights. The method shown in bumtastik's updated walkthrough follows one setup, then tests it with the same prompts before and after so you can judge the change yourself; the complete step-by-step setup guide is available at [the Claude jailbreak setup guide](https://rekonise.com/claude-jailbreak-z5gyu).

## What a Claude jailbreak actually changes

A jailbreak changes your input, not the model, so any effect is a shift in how Claude interprets the request rather than a switch that disables safety systems. In practice, people use the term for two different things: prompt framing that pushes Claude toward a persona, tone, or output format it would otherwise soften, and attempts to get around refusal behavior on specific topics. The tutorial focuses on the first category — getting more direct creative and conversational output — and explicitly notes that a single changed response does not establish that every restriction has been removed.

Anthropic trains Claude with constitutional AI and reinforcement learning from human feedback, and the system prompt plus safety classifiers sit above whatever text you type. That architecture explains the pattern most users hit: a prompt works in one session and fails in the next, or works on one model tier and not another. Older "grandma exploit" style tricks and DAN-style roleplay prompts are widely patched, which is why the guide frames itself as an update rather than a repeat.

## The three-step setup before you test anything

The setup is deliberately short: prepare a clean conversation, apply the framing prompt, then verify with a control prompt. Working from a fresh chat matters because earlier refusals in the same thread bias later answers — Claude tends to stay consistent with its own prior replies, so a conversation that already contains a refusal is a bad test bed.

1. Open a new conversation and pick the model you intend to use consistently; note which one, since Claude's model tiers behave differently.
2. Paste the framing instructions from the guide as the first message, before any task content, so the persona or format rules are established before the request arrives.
3. Send a neutral control prompt and read the response carefully — this is your "before" sample.
4. Send the prompt you actually care about and compare tone, length, hedging language, and whether the answer opens with a disclaimer.
5. If the output drifts back toward refusals mid-conversation, re-anchor with the framing message rather than arguing with the model.

## How to run a fair before-and-after test

A fair test uses the same prompt in two separate conversations, one with the setup and one without, and compares the outputs side by side. The video's demonstration relies on exactly this contrast, showing actual response examples so viewers can judge changes in tone and wording rather than taking a claim on faith. Keep the prompt text identical between runs, including punctuation, because small wording changes regularly produce different refusal behavior.

When you compare, look at specific signals instead of a general impression:

- Whether the answer starts with a refusal, a caveat, or straight content.
- Sentence length and directness — hedging phrases like "it's important to note" are the clearest marker.
- Whether the model stays in the requested persona for the whole reply or breaks character partway.
- Whether the same prompt repeated three times gives consistent results; one success out of three is noise, not a working method.

## Why Claude still refuses and what to check first

Most failures come from one of four causes: a stale prompt copied from an older guide, a conversation already contaminated by a refusal, a model tier with tighter defaults, or a request that trips a classifier regardless of framing. Before changing anything, confirm which Claude model you are on and whether the conversation is fresh. The tutorial's own troubleshooting advice is to state the exact model, the exact step, and what happened — vague reports like "it doesn't work" cannot be diagnosed.

If results differ from the demonstration, adjust one variable at a time: re-anchor the framing message, shorten the task prompt, or split a complex request into smaller parts. Long prompts that mix instructions, examples, and the actual task in one block are a common source of drift, because the model has to infer which part is the priority. Also check account settings and any workspace-level restrictions if you are on a Team or Enterprise plan, since administrators can apply controls that no prompt will override.

## Limits, risks, and what not to expect

A jailbreak is not a permanent unlock, and Anthropic ships model updates that change behavior without notice. Anything that works today can stop working after a version bump, which is why guides get re-recorded. A changed answer on one prompt tells you that prompt worked — nothing more. Treat claims of a fully "uncensored Claude" with skepticism; the underlying model, system prompt, and safety layers are outside your control.

There is also a practical cost: prompts engineered to bypass refusals often degrade quality on ordinary tasks, producing longer, more theatrical answers that are less accurate. For coding work in Claude Code, for example, a persona-heavy framing prompt usually hurts more than it helps, because the model spends attention on staying in character instead of on the repository. Use these techniques where you actually need a different tone, and keep a clean workflow for everything else. Only use accounts and services you are authorized to access, and remember the channel is not affiliated with Anthropic.

## All links from the video

- [Claude jailbreak setup guide](https://rekonise.com/claude-jailbreak-z5gyu) — the full walkthrough, unlocked after subscribing, commenting, and liking the video.
- [bumtastik on Twitter](https://twitter.com/thebumtastik)
- [bumtastik on Patreon](https://www.patreon.com/bumtastik)
- [bumtastik Discord server](https://discord.gg/6EVebQt3bK)

## Summary

The Claude jailbreak covered here is a prompt-framing routine: start a clean conversation, establish the framing first, then test with identical prompts before and after to see what genuinely changed. It is not a modification of the model, and its effect varies by model tier, account settings, and prompt wording. The demonstration and troubleshooting notes come from bumtastik, whose channel covers Claude, Claude Code, ChatGPT, and other AI tools, and who asks viewers to report the exact model and step when something fails. If you want the full setup rather than the outline, grab it through the [setup guide link](https://rekonise.com/claude-jailbreak-z5gyu) and keep it open beside the video.

## Questions & answers

**Does a Claude jailbreak actually remove Anthropic's safety filters?**

No. A jailbreak is a prompt-level technique that changes how Claude interprets your request; it does not modify the model, its system prompt, or Anthropic's safety classifiers. A single different answer shows that one prompt worked, not that all restrictions are gone, and model updates can change behavior at any time.

**Why does the same prompt work once and then get refused?**

Claude tends to stay consistent with its own earlier replies, so a conversation that already contains a refusal is a poor test environment. Start a fresh chat, re-send the framing instructions before the task, and repeat the prompt several times. If only one of three attempts succeeds, that is variance rather than a reliable method.

**Which Claude model should I use for testing?**

Use one model consistently across your before-and-after runs, because Claude's model tiers have different default behavior and refusal thresholds. Note the exact model name when reporting a failure, along with the step and what happened. On Team or Enterprise plans, administrator settings can also block results no prompt will fix.

**Is it safe to use third-party jailbreak guides?**

Treat them as educational material and only use accounts and services you are authorized to access. Guides that require subscriptions, comments, or likes to unlock content are common on YouTube, and the bumtastik channel states it is not affiliated with Anthropic. Never share API keys or private account details when asking for troubleshooting help.


---

# VPN Android, How to Get Working Periods and Free Use in 2026

Discover the best VPN for Android in 2026 with working periods and free use. Learn how to set up, stay secure, and avoid common pitfalls.

Source: https://linkcore.shop/vpn-android-how/ · 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

![VPN Android, How to Get Working Periods and Free Use in 2026](https://linkcore.shop/vpn-android-how/vpn-android-how.webp)

## Key takeaways

- The Grana VPN link offers working periods and free use for Android users in 2026.
- Free VPNs often impose data caps, while Grana VPN claims no such limits during trial periods.
- Android users can sideload VPN APKs, but Google Play remains the safer installation source.
- WireGuard and OpenVPN protocols balance speed and security on mobile devices.
- Always verify a VPN's no-logs policy and jurisdiction before trusting it with sensitive data.

For Android users in 2026, the best VPN with working periods and free use is the one promoted via [this Grana VPN link](https://surli.cc/grana_vpn), which offers a trial period without upfront payment. It combines standard protocols like WireGuard and OpenVPN with a no-logs approach, making it a practical choice for everyday browsing, streaming, and public Wi-Fi protection. Below, we break down what to look for, how to install it safely, and what real users ask about free VPNs on Android.

## What makes a VPN suitable for Android in 2026

A good Android VPN must balance speed, battery efficiency, and strong encryption. In 2026, most reputable services support WireGuard, which is lighter on mobile processors than OpenVPN and reconnects faster after network changes. Look for apps that offer split tunneling (so you can route only selected apps through the VPN), a kill switch to block traffic if the tunnel drops, and clear information about logging. Free tiers often cap data at 500 MB to 10 GB per month; the Grana VPN offer stands out by providing working periods with no hard data cap during the trial. Also check the jurisdiction: providers based in privacy-friendly countries (e.g., Panama, Switzerland) are generally preferable for users concerned about data retention.

## How to install and set up a VPN on Android

Setting up a VPN on Android takes just a few minutes if you follow these steps:

1. Download the app from the official website or Google Play. For the Grana VPN trial, use the [provided link](https://surli.cc/grana_vpn) to ensure you get the correct APK or store listing.
2. Open the app and create an account if required. Many trials ask only for an email address.
3. Grant the necessary permissions—Android will prompt you to allow the VPN connection.
4. Choose a server location. For speed, pick one geographically close; for accessing region-locked content, pick the relevant country.
5. Enable the kill switch and, if available, split tunneling for apps that don't need the VPN.
6. Connect and verify your IP address has changed using a site like whatismyipaddress.com.

Keep the app updated to receive protocol improvements and security patches.

## Free vs. paid: what to expect from working periods

Free VPN periods are a common acquisition tactic, but their value varies. Some free tiers limit you to a handful of servers, throttle speed after a few hundred megabytes, or inject ads. The Grana VPN offer described in the video promises working periods without immediate payment, which lets you test speed and stability on your own network before committing. During a trial, pay attention to:

- **Data allowance:** Is there a daily or monthly cap?
- **Server count:** Are servers in the countries you need available?
- **Speed:** Does streaming or video calling remain smooth?
- **Logging policy:** Can you find a clear no-logs statement?
- **Cancellation:** Is it easy to cancel before the trial ends?

If a free VPN asks for excessive permissions or unusual payment details upfront, treat it with caution.

## Common questions and doubts from Android users

Many users wonder whether free VPNs are safe. The short answer: some are, but many monetize through ads or data collection. Stick to providers with transparent privacy policies and independent audits. Another frequent concern is battery drain—modern protocols like WireGuard reduce this, but you can further limit impact by using split tunneling and avoiding always-on VPN unless needed. Users also ask about legality: VPNs are legal in most countries, but some governments restrict them; check local regulations. Finally, speed drops are normal when connecting to distant servers; choosing a nearby location usually resolves it.

## Security and privacy checklist for Android VPNs

Before trusting any VPN with your traffic, verify these points:

- **Encryption:** AES-256 or ChaCha20 for data; WireGuard uses ChaCha20 by default.
- **No-logs policy:** Look for a published policy and, ideally, a third-party audit.
- **Kill switch:** Essential on mobile networks that switch between Wi-Fi and cellular.
- **DNS leak protection:** Ensure DNS requests go through the tunnel.
- **App permissions:** A VPN doesn't need access to your contacts or photos.
- **Company jurisdiction:** Prefer providers outside intelligence-sharing alliances if privacy is critical.

The Grana VPN trial can be a low-risk way to evaluate these factors, but always do your own checks.

## All links from the video

- [Grana VPN – working periods and free use](https://surli.cc/grana_vpn)

## Conclusion

Choosing a VPN for Android in 2026 comes down to balancing free access, speed, and trust. The Grana VPN offer provides a working trial period that lets you test the service without immediate commitment, and it supports standard security features like a kill switch and modern protocols. Remember to verify the no-logs policy and check local laws before use. For a hands-on start, visit [the Grana VPN page](https://surli.cc/grana_vpn) to activate your free period. This breakdown was prepared by the channel Конструктор ИИ - СуперБоты, which reviews AI and privacy tools.

## Questions & answers

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

It depends on the provider. Reputable free VPNs with clear privacy policies and no excessive permissions can be safe, but many free apps monetize by collecting data or showing ads. Always check for a no-logs statement and avoid apps that request unnecessary access to contacts or files.

**How long does the Grana VPN free period last?**

The exact duration is stated on the provider's page when you follow the link. Typically, such trials last from 7 to 30 days, and you may need to enter payment details that are charged only after the period ends. Check the terms before signing up.

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

There is some overhead due to encryption, but modern protocols like WireGuard minimize it. Speed also depends on server distance and network congestion. Using a nearby server and split tunneling can keep performance close to normal.

**Can I use a VPN on Android without root?**

Yes. Android has built-in VPN support, and most VPN apps work without root by using the system's VPN service API. You simply install the app and grant permission when prompted.


---

# How to Get Claude Code Free with Unlimited Access and Use Claude Opus 5.5

Learn how to access Claude Code free with unlimited tokens for 30 days including Claude Opus 5.5 with no credit card required.

Source: https://linkcore.shop/how-to-get-claude/ · based on the channel [bumtastik](https://www.youtube.com/channel/UCtwp0s98eROu6AjgmD2BvtA) · Video: [Claude Code FREE?! Unlimited Claude Opus 5.5, NO Credit Card! (NEW 2026 Guide)](https://www.youtube.com/watch?v=OQpfNdE7S0g) · 2026-10-09

![How to Get Claude Code Free with Unlimited Access and Use Claude Opus 5.5](https://linkcore.shop/how-to-get-claude/how-to-get-claude.webp)

## Key takeaways

- Free Claude Code access offers unlimited tokens for 30 days
- Claude Opus 5.5 is included in the free access package
- No credit card required for the 30-day free trial
- Simple setup process for beginners
- Access includes free Claude API for coding assistance

Getting free access to Claude Code with unlimited tokens and using Claude Opus 5.5 is now easier than ever. You can obtain a 30-day free trial that includes unlimited token usage and full access to Claude's AI coding tools without the need for a credit card. This guide explains how to set up and use Claude Code free based on the latest method shared by bumtastik.

## How to Get Claude Code Free with Unlimited Tokens
The primary way to access Claude Code free is through a special registration and setup process that grants unlimited tokens for 30 days. This updated approach improves upon previous methods that capped API requests, now offering unlimited usage.

1. Visit the main registration and setup page at [https://rekonise.com/claude-code-free-unlim-api-plugin-gephj](https://rekonise.com/claude-code-free-unlim-api-plugin-gephj).
2. Complete all required steps on the site, which may include account creation and linking necessary API keys.
3. Follow the detailed instructions to connect the free Claude API to your environment.
4. Configure Claude Code according to the tutorial to enable coding assistance.
5. Test the setup to ensure everything works properly and you have access to unlimited tokens.

This process is designed to be beginner-friendly and does not require prior coding or API experience.

## Using Claude Opus 5.5 for Free
Claude Opus 5.5 is the latest iteration of Claude AI's powerful coding assistant. When you access Claude Code free with the unlimited tokens setup, you automatically gain access to Claude Opus 5.5 capabilities.

- Claude Opus 5.5 offers enhanced language understanding and code generation.
- It supports various programming languages and frameworks.
- You can utilize it for coding help, debugging, or generating code snippets.

Since the free trial includes unlimited tokens, there are no restrictions on how much you can use Claude Opus 5.5 within the 30-day period.

## Setting Up Free Claude API Access
To use Claude Code free effectively, you need to configure the Claude API access properly:

1. Obtain the free API key through the registration process on the main setup page.
2. Integrate the API key into your development environment or Claude Code plugin.
3. Adjust settings for token limits and other preferences as guided.
4. Verify API connectivity and response by running test requests.

This setup ensures you can interact with Claude AI for coding without any additional costs or credit card input.

## How to Use Free Claude AI for Coding
Once your Claude Code setup is complete, you can start using Claude AI as a coding assistant:

- Ask Claude to generate code snippets based on your prompts.
- Request explanations or documentation for specific code.
- Use it to debug or optimize existing code.
- Automate repetitive coding tasks.

Claude AI adapts to your style and requirements, making it a useful free coding tool during the trial period.

## Common Concerns and Safety
Some users express concerns about account security and potential scams related to free Claude Code offers. It’s important to follow official links and trusted guides such as bumtastik’s tutorial. Avoid unverified sources or suspicious channels to prevent hacking risks.

If you experience any security issues, promptly change your account credentials and contact official support.

## Useful Links
- Official free Claude Code setup and bonus registration: https://rekonise.com/claude-code-free-unlim-api-plugin-gephj
- bumtastik Twitter: https://twitter.com/thebumtastik
- bumtastik Patreon: https://www.patreon.com/bumtastik
- bumtastik Discord: https://discord.gg/6EVebQt3bK

## Summary
Accessing Claude Code free with unlimited tokens and using Claude Opus 5.5 is straightforward through the updated setup method shared by bumtastik. This no-credit-card-required trial grants 30 days of unrestricted use, ideal for developers seeking a powerful AI coding assistant. Follow the official registration link to start your free access and enjoy the benefits of Claude AI for coding projects. For detailed guidance, refer to bumtastik’s comprehensive tutorial and stay cautious about security by using trusted sources only.

## Questions & answers

**Is the free Claude Code access truly unlimited for 30 days?**

Yes, the free access method provides unlimited tokens to use Claude Code and Claude Opus 5.5 for 30 days without restrictions.

**Do I need to provide a credit card to get free Claude Code access?**

No, the setup process does not require a credit card, making it easier and safer to start using Claude AI for free.

**What precautions should I take to avoid scams or hacking when using free Claude Code?**

Only use official links such as the one provided by bumtastik and avoid suspicious channels. Always secure your accounts with strong passwords and monitor for unusual activity.

**Can beginners with no coding or API experience set up Claude Code free?**

Yes, the tutorial is designed to be beginner-friendly, providing step-by-step instructions to help anyone configure and use Claude Code free.


---

# How to Upgrade Your Hermes Agent Effectively with 7 Essential Tips in 2026

Discover 7 essential Hermes Agent upgrades for 2026 to build an AI agent team, use persistent memory, schedule tasks, and connect tools securely.

Source: https://linkcore.shop/how-to-upgrade/ · 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) · 2026-10-07

![How to Upgrade Your Hermes Agent Effectively with 7 Essential Tips in 2026](https://linkcore.shop/how-to-upgrade/how-to-upgrade.webp)

## Key takeaways

- Create a team of AI agents with separate Telegram topics
- Use cost-effective ChatGPT models and plans within Hermes
- Enable persistent memory that survives data compaction
- Schedule tasks to run automatically with quiet notifications
- Connect external tools safely using Composio
- Host multiple Hermes setups on one server with Docker
- Control agents with NEXORA mission control dashboard

Hermes Agent is a powerful AI chatbot platform that can be transformed into a versatile AI agent team with the right upgrades. By implementing 7 key enhancements, you can optimize your Hermes Agent setup for efficiency, persistence, and security, all while leveraging your existing ChatGPT subscription at no extra cost. These upgrades enable you to run multiple agents, maintain long-term memory, automate tasks, and safely integrate external tools. For detailed prompts and implementation guidance, visit [Komputer Mechanic's Hermes Agent Tips](https://komputermechanic.com/tutorials/hermes-agent-tips).

## Build an AI Agent Team Instead of a Single Agent
Rather than relying on a single chatbot, split your Hermes Agent into a crew of specialized agents. Each agent operates in its own Telegram topic, allowing you to compartmentalize tasks and conversations. This setup improves organization and enables agents to focus on dedicated roles such as research, scheduling, or tool integration.

Steps to create your agent team:
1. Define individual agent roles.
2. Create separate Telegram topics for each agent.
3. Assign tailored prompt sets to each agent for specialized behavior.

This approach scales better and creates a more manageable AI ecosystem within Telegram.

## Choose the Right Model and Use Your ChatGPT Plan Wisely
Not all tasks require the most expensive or powerful AI model. Hermes Agent allows you to assign different models and effort levels to specific jobs, optimizing resource use and cost-efficiency.

Key points:
- Use cheaper or faster models for routine tasks.
- Reserve advanced models for complex queries.
- Connect Hermes Agent to your existing ChatGPT subscription to avoid additional charges.

This strategy balances performance and budget, making your AI deployment sustainable.

## Implement Persistent Memory That Survives Compaction
A common limitation of AI agents is forgetting previous conversations after memory compaction. Hermes Agent can maintain a persistent memory by integrating a Long Language Model (LLM) wiki system.

To set persistent memory:
1. Follow the LLM wiki tutorial at Komputer Mechanic's site to build a knowledge base.
2. Link this memory system with your Hermes agents.
3. Ensure that critical information is retained across sessions and compactions.

This upgrade allows your agents to recall past context and information reliably.

## Automate Work with Scheduled Tasks and Quiet Notifications
Hermes Agent supports scheduled work using cron jobs, enabling agents to perform tasks automatically without constant user intervention.

How to schedule tasks:
1. Define cron jobs for recurring or timed jobs.
2. Set notifications to ping you only when necessary.
3. Use prompts designed to minimize unnecessary alerts, keeping your phone quiet.

Automation streamlines workflows and reduces manual oversight.

## Connect Your Tools Safely Using Composio
Integrate external applications and services with Hermes Agent securely by using Composio, a platform designed for safe tool connections.

Best practices:
- Use Composio to establish secure communication channels.
- Treat incoming emails as information, not commands, to prevent prompt injection attacks.
- Carefully manage permissions and data flows.

This ensures your AI agent's safety and privacy when handling external inputs.

## Host Multiple Hermes Setups on One Server
For advanced users, running several Hermes Agent instances on a single server is possible via Docker containers.

Benefits:
- Isolate different projects or teams.
- Optimize server resources.
- Manage agents independently.

Set up multiple environments to expand your AI capabilities without extra hardware.

## Use NEXORA as Your Mission Control Dashboard
NEXORA is a custom-built mission control system for managing your Hermes Agent fleet. It provides a centralized dashboard to monitor, control, and coordinate multiple agents.

To deploy NEXORA:
1. Build it yourself with free prompts available after registration.
2. Or install the complete kit with one command for quick setup.

NEXORA enhances operational control and simplifies agent management.

## Useful Links
- Full prompts and tips: https://komputermechanic.com/tutorials/hermes-agent-tips
- LLM wiki memory tutorial: https://komputermechanic.com/tutorials/how-to-give-ai-agents-persistent-memory
- NEXORA mission control dashboard guide: https://komputermechanic.com/tutorials/hermes-agent-mission-control-dashboard-3
- Composio tool connection platform: https://composio.dev

## Conclusion
Upgrading your Hermes Agent with these 7 essential tips transforms it from a simple chatbot into a powerful, multi-agent AI system. By building an agent team, optimizing model use, implementing persistent memory, scheduling tasks, connecting tools securely, running multiple setups, and using NEXORA for control, you can maximize productivity and security. The channel Komputer Mechanic provides comprehensive guides and free prompts to help you implement these improvements efficiently. For full resources and step-by-step instructions, visit Komputer Mechanic's tutorial page linked above and start upgrading your Hermes Agent today.

## Questions & answers

**Can I create multiple Hermes agents on the same server and have them communicate?**

Yes, you can run multiple Hermes Agent instances on the same server using Docker containers. Each agent can operate independently in separate Telegram topics, and with proper setup, they can communicate through coordinated prompts or a mission control system like NEXORA.

**Is it necessary to use the most expensive AI model for all Hermes Agent tasks?**

No, Hermes Agent allows you to assign different AI models based on task complexity. You can use cost-effective models for simple jobs and reserve advanced models for demanding tasks, optimizing performance and cost while using your existing ChatGPT subscription.

**How does Hermes Agent maintain memory over time without losing information?**

Hermes Agent can integrate a persistent memory system using an LLM wiki framework. This system stores and recalls important information even after memory compaction, ensuring your agents retain context and knowledge across sessions.

**How can I securely connect external tools and prevent prompt injection attacks?**

Using platforms like Composio helps you connect external tools safely with Hermes Agent. Treat incoming emails or inputs as data rather than direct commands, and implement strict access controls to avoid prompt injection and maintain security.


---

# Conecta ChatGPT and Claude with Your Apps Using Composio for Enhanced Productivity

Learn how to connect ChatGPT, Claude, and other AI assistants to your apps using Composio for automation and productivity.

Source: https://linkcore.shop/conecta-chatgpt-and-claude/ · based on the channel [DataEdu](https://www.youtube.com/channel/UCEuUYLxYPTaa_X5OdAcSv7A) · Video: [Conecta ChatGPT, Claude y tus apps: así haces más con Composio](https://www.youtube.com/watch?v=uTJLKo-LPGw) · 2026-10-06

![Conecta ChatGPT and Claude with Your Apps Using Composio for Enhanced Productivity](https://linkcore.shop/conecta-chatgpt-and-claude/conecta-chatgpt-and-claude.webp)

## Key takeaways

- Composio enables native and external connectors for AI app integrations
- Supports ChatGPT, Claude, Manus IA, and Google Drive among others
- Allows authorization and permission management for secure connections
- Facilitates automation and enhanced productivity through AI integration
- DataEdu provides tutorials and resources on AI and Power BI integration

Connecting AI assistants like ChatGPT and Claude to your everyday applications is now possible and straightforward with Composio. This platform serves as a bridge to link AI tools with apps such as Google Drive, enabling automation and increased productivity in workflows. For those interested in storytelling with data, a free bonus resource is available at [DataEdu Storytelling Book](https://evento.dataedu.com.co/libro-storytelling).

## What is Composio and How Does It Connect AI Assistants to Apps
Composio is a connector platform that facilitates integration between AI assistants like ChatGPT and Claude and the applications you already use. It supports two types of connectors:

1. **Native Connectors** – Official, pre-built integrations that provide seamless connection and functionality.
2. **External Connectors** – Custom or third-party connectors that extend compatibility beyond native options.

This setup allows users to authorize AI tools to access app data securely and perform automated actions.

## Setting Up Composio with Google Drive and AI Assistants
To illustrate how Composio works, connecting it with Google Drive involves the following steps:

1. **Authorization** – Grant Composio permission to access your Google Drive account.
2. **Selecting Actions** – Choose what operations the AI assistant can perform, such as reading, writing, or organizing files.
3. **Managing Permissions** – Control the scope and limits of access for security and privacy.

Once connected, AI assistants like ChatGPT or Claude can interact with your documents, enabling workflows such as automatic summarization, content generation, or data extraction.

## Applying Composio to Claude, ChatGPT, Manus IA, and Other Tools
Composio’s flexible architecture supports multiple AI models:

- **ChatGPT**: Popular for natural language generation and conversational tasks.
- **Claude**: Known for semantic understanding and productivity enhancements.
- **Manus IA**: Specialized AI tools for niche tasks.

Depending on the integrations available, users can tailor AI workflows that suit specific productivity needs, such as automating report generation or data analysis.

## Addressing Security Concerns with AI Integrations
A common concern is whether Composio safely connects AI models to sensitive data, like Power BI semantic models or private documents. Composio addresses this by:

- Enforcing strict permission controls during authorization.
- Allowing users to specify exact actions and data access.
- Maintaining secure data transmission protocols.

Users should always review permissions and understand the scope of access before authorizing connections.

## Enhancing Productivity through AI and App Integration
Integrating ChatGPT, Claude, and other AI assistants with apps via Composio opens new productivity avenues:

- Automate repetitive tasks such as data entry or document formatting.
- Leverage AI for insights by combining data sources.
- Streamline workflows across platforms without manual context switching.

These integrations save time and allow focus on higher-value activities.

## Useful Links
- Storytelling Book for transforming dashboards into clear stories: https://evento.dataedu.com.co/libro-storytelling
- Excel DataEdu for mastering Excel automation: https://evento.dataedu.com.co/excel-dataedu
- Advanced DAX learning resource: https://evento.dataedu.com.co/dax-tomo2
- Instagram DataEdu: https://www.instagram.com/dataedu.co/
- LinkedIn Didier Atehortúa Morales: https://www.linkedin.com/in/didier-atehort%C3%BAa-morales-83855515b

## Conclusion
Composio offers an effective solution to connect AI assistants like ChatGPT and Claude with your favorite applications, facilitating automation and improving productivity. By managing permissions carefully and leveraging native or external connectors, users can unlock the full potential of AI in their workflows. For further learning and resources on data storytelling and AI integration, visit [DataEdu's Storytelling Book](https://evento.dataedu.com.co/libro-storytelling). This overview is based on insights from the DataEdu channel, a reliable source for practical AI and data analysis tutorials.

## Questions & answers

**Is it safe to connect Composio to applications with sensitive data like Power BI semantic models?**

Composio enforces strict permission controls and secure data transmission to protect sensitive information. Users should carefully review and limit the permissions granted during setup to ensure data security.

**Can I use Composio to connect AI assistants to cloud storage services?**

Yes, Composio supports integrations with cloud storage services such as Google Drive, enabling AI assistants like ChatGPT and Claude to access and manage files securely.

**What types of AI assistants can be connected through Composio?**

Composio supports multiple AI assistants including ChatGPT, Claude, and Manus IA, allowing users to choose based on their productivity and automation needs.

**How does Composio improve productivity with AI integration?**

By automating repetitive tasks, enabling seamless data access, and integrating AI capabilities directly with existing applications, Composio helps users save time and focus on more strategic activities.


---

# What Are Residential Proxies and How Do They Help Find Hidden Prices

Discover how residential proxies enable access to hidden regional prices by routing requests through real home ISPs for web scraping and price comparison.

Source: https://linkcore.shop/what-are-residential-proxies/ · based on the channel [Lukas Margerie](https://www.youtube.com/channel/UCIZmRlV_wjS8jFQTbRxCV4g) · Video: [This Claude Code Agent Uses Residential Proxies to Find Hidden Prices](https://www.youtube.com/watch?v=4iCi2T6DW3Y) · 2026-10-04

![What Are Residential Proxies and How Do They Help Find Hidden Prices](https://linkcore.shop/what-are-residential-proxies/what-are-residential-proxies.webp)

## Key takeaways

- Residential proxies route traffic through real home ISPs, appearing as local users.
- They enable accessing regionally restricted prices by simulating local connections.
- Rotating residential proxies provide fresh IPs for each request to avoid detection.
- Used with tools like Claude Code and Playwright for automated pricing analysis.
- DataImpulse offers a popular residential proxy network for web scraping and geo-targeting.

Residential proxies are specialized proxy servers that route your internet requests through real home internet connections, making your traffic appear as if it originates from a genuine residential ISP. This contrasts with traditional VPNs or data center proxies, which often use IPs easily flagged by websites. Using residential proxies is crucial for accessing hidden or region-specific prices that companies display only to users in certain countries.

## What Are Residential Proxies and How Do They Work

A residential proxy assigns you an IP address provided by an actual internet service provider (ISP) to a physical home. When you use a residential proxy, websites see your requests coming from a real residential address rather than a data center. This authenticity helps bypass geo-restrictions and anti-bot measures.

Key features include:

1. **Local Appearance:** Each request appears to originate from a local user in the targeted country.
2. **Rotating IPs:** Residential proxies can rotate IP addresses with each new connection to avoid detection and blocking.
3. **Multiple Regions:** You can select IPs from various countries to access region-specific content or pricing.

This technology is essential for businesses or researchers who need to scrape web data without being blocked or misled by regional pricing controls.

## Why Residential Proxies Are Better Than VPNs for Price Discovery

VPNs route all your internet traffic through a single server, typically located in a data center. These data center IPs are well-known and often flagged or blocked by websites trying to enforce regional restrictions or prevent scraping. In contrast, residential proxies use IPs tied to real home users, making them much harder to detect.

For example, a VPN server in Germany might use a data center IP that Spotify or Canva can identify and restrict. A residential proxy, however, uses an IP from an actual German household, allowing access to localized versions of pricing pages without triggering security systems.

This distinction is why residential proxies are the preferred tool for uncovering hidden or localized prices that vary by country.

## Using Residential Proxies to Find Hidden Prices with Claude Code

Claude Code is an AI agent platform that, combined with residential proxies, can automate the process of retrieving pricing information from websites across different countries. By routing each pricing page request through a residential proxy in the target country, Claude Code can collect accurate, location-specific pricing data.

The process typically involves:

1. Selecting residential proxies from desired countries (e.g., US, Germany, Brazil, India).
2. Using automation tools like Playwright to programmatically open pricing pages.
3. Feeding the collected data into Claude Code for analysis and creating a consolidated pricing teardown.

This setup eliminates manual checking and VPN limitations, offering scalable, accurate insights into regional pricing strategies used by services like Spotify, Canva, ChatGPT, and Netflix.

## Rotating Residential Proxies and Country Targeting Explained

Rotating proxies refresh the exit IP address with each new connection, which prevents IP bans and reduces the chance of getting flagged by websites. Residential proxy providers offer rotation features to ensure constant access without interruptions.

Country targeting enables users to specify the country of the residential IP they want to use. For example, a single username with country suffixes can direct requests through US, German, Brazilian, or Indian residential IPs. This is vital for web scraping tasks that require geo-specific data, such as comparing subscription prices that vary significantly by location.

## Practical Examples of Regional Pricing Differences

Using residential proxies, significant price variations have been found:

- Spotify Premium costs approximately $12.99 per month in the US but only about $1.45 in India.
- Canva Pro subscription is $144 annually in the US, whereas in India it is around $42.

These discrepancies are often hidden by SaaS providers and revealed only when accessing their websites from local IPs. Residential proxies enable businesses and consumers to uncover such regional pricing and make informed decisions.

## What SaaS Providers and Template Sellers Can Learn from Regional Pricing

Understanding regional pricing through residential proxies helps SaaS companies optimize their pricing strategies and identify market opportunities or arbitrage. Sellers of digital templates and subscription services can tailor offers or detect unfair pricing differences.

Moreover, businesses using web scraping with residential proxies can monitor competitors' regional offers and adjust marketing strategies accordingly.

## Useful Links

- DataImpulse residential proxies: https://dataimpulse.com/?utm_source=youtube&utm_medium=video&utm_campaign=lukasmargerie
- Claude Code AI agent: https://www.claude.com/product/claude-code
- Playwright automation tool: https://playwright.dev

## Итог

Residential proxies are a powerful tool for uncovering hidden regional prices by simulating real home internet connections in various countries. Unlike VPNs, they provide genuine local IPs that websites recognize as ordinary users, enabling accurate web scraping and price comparison. Using tools like Claude Code with residential proxies and automation frameworks such as Playwright can automate and scale the collection of pricing data globally. For those interested in exploring this technology, the residential proxy network DataImpulse offers a reliable solution. This article is based on insights from the Lukas Margerie channel, which demonstrates how to leverage residential proxies for effective price discovery.

Visit [DataImpulse](https://dataimpulse.com/?utm_source=youtube&utm_medium=video&utm_campaign=lukasmargerie) to get started with residential proxies for your projects.

## Questions & answers

**What is the main difference between a VPN and a residential proxy?**

A VPN routes all your traffic through a single data center server, often flagged by websites, while a residential proxy routes requests through real home ISP IPs, making them appear as local users and harder to detect.

**How do rotating residential proxies help with web scraping?**

Rotating residential proxies assign a fresh residential IP address for each connection, reducing the risk of IP blocking and allowing continuous access to websites without detection.

**Can residential proxies access prices hidden behind geo-restrictions?**

Yes, residential proxies simulate local users by using IPs from specific countries, enabling access to region-specific prices and content that would otherwise be hidden or restricted.

**What tools can be combined with residential proxies for automated price scraping?**

Tools like Claude Code, an AI agent platform, and Playwright, an automation library, can be combined with residential proxies to automate the process of collecting and analyzing pricing data from multiple countries.


---

# VPN for PC with fast and stable connection on Windows and macOS in 2026

Discover the best VPN for PC in 2026 offering fast, stable connections on Windows and macOS with easy setup and no free VPN limitations.

Source: https://linkcore.shop/vpn-for-pc/ · based on the channel [Power Memes](https://www.youtube.com/channel/UCW68XlJkQsJMXK2HJphKQ4A) · Video: [VPN FOR PC 💻 Windows & macOS, best VPN for 2026](https://www.youtube.com/watch?v=YlQ9T_p_Fxs) · 2026-10-02

![VPN for PC with fast and stable connection on Windows and macOS in 2026](https://linkcore.shop/vpn-for-pc/vpn-for-pc.webp)

## Key takeaways

- Free VPNs for PC often have speed and data limits making them unsuitable for daily use.
- AegisVPN offers fast speeds, stable servers, and unlimited data on Windows and macOS.
- Installing AegisVPN on PC is easy with quick server switching and multi-device support.
- Paid VPNs provide better privacy, speed, and reliability than free VPNs for PC users.
- Choosing the right VPN improves security, access to content, and privacy on your computer.

When searching for a VPN for PC, especially for Windows and macOS, it's important to choose a service that offers fast, stable connections without the usual limitations of free VPNs. Free VPNs often come with speed caps, limited data, and fewer server options, which can seriously affect your browsing, streaming, and online security. A premium VPN like AegisVPN solves these problems by providing reliable, unlimited access with easy installation and usage on PC platforms. You can get started with AegisVPN and enjoy a bonus or registration offer at [https://bit.ly/aegisvpn-meme](https://bit.ly/aegisvpn-meme).

## Why Free VPNs for PC Are Often Not Suitable
Free VPN services might seem attractive because they don't cost anything, but they come with significant drawbacks that limit their usability on a PC. These limitations typically include:

1. Data Caps: Many free VPNs restrict daily or monthly data, making them unsuitable for heavy browsing or streaming.
2. Speed Limits: Free plans often throttle connection speeds, causing lag and buffering.
3. Server Restrictions: Fewer server locations mean less flexibility and potentially overcrowded servers.
4. Privacy Concerns: Some free VPNs log user data or show ads, compromising privacy.

For users who need a VPN for daily use on Windows or macOS, these restrictions can lead to a frustrating experience.

## AegisVPN as a Reliable VPN for PC
AegisVPN stands out as a solution that overcomes the typical issues of free VPNs. Its features include:

- **Fast Speeds:** Optimized servers ensure quick browsing and seamless streaming.
- **Stable Connections:** Multiple servers spread worldwide reduce downtime and maintain reliability.
- **Unlimited Data:** No limits on bandwidth or data usage for daily or professional use.
- **Easy Installation:** User-friendly apps for both Windows and macOS with straightforward setup.
- **Server Switching:** Instantly switch between servers without disconnecting.
- **Multi-Device Support:** Protects multiple devices under one account.

These advantages make AegisVPN suitable for PC users looking for performance and security.

## How to Install and Set Up a VPN on Your PC
Setting up a VPN like AegisVPN on your PC is simple and fast. Follow these steps:

1. Visit the official AegisVPN registration and bonus page at [https://bit.ly/aegisvpn-meme](https://bit.ly/aegisvpn-meme).
2. Download the VPN client compatible with your operating system (Windows or macOS).
3. Install the software by following the on-screen instructions.
4. Launch the app and log in with your account credentials.
5. Choose a server from the list to connect instantly.
6. Adjust settings if needed, such as auto-connect or kill switch for better security.

Once connected, your PC’s internet traffic is encrypted and routed through the VPN server, ensuring privacy and access to geo-restricted content.

## Benefits of Using a VPN on Your PC
Using a VPN on your computer provides multiple advantages:

- **Online Privacy:** Encrypts your data to prevent tracking by ISPs, advertisers, or hackers.
- **Access to Restricted Content:** Unlock websites and streaming platforms blocked in your region.
- **Secure Public Wi-Fi Usage:** Protects your data from interception on public networks.
- **Avoid Bandwidth Throttling:** ISPs often slow down connections on certain sites; VPNs can prevent this.
- **Multiple Device Coverage:** Protect your laptop, desktop, and other devices with one subscription.

These benefits are especially important for users working remotely, streaming, or concerned about cybersecurity.

## Comparing AegisVPN to Free VPNs for PC
When deciding between AegisVPN and free VPNs, consider:

| Feature           | Free VPNs               | AegisVPN                 |
|-------------------|------------------------|--------------------------|
| Data Limits       | Usually limited        | Unlimited                |
| Speed             | Often throttled        | High-speed optimized     |
| Server Choices    | Few and crowded        | Wide global selection    |
| Privacy           | May log or show ads    | Strict no-log policy     |
| Ease of Use       | Varies, often complex  | Simple and fast setup    |
| Multi-device      | Limited or none        | Supports multiple devices|

Choosing AegisVPN ensures a better user experience without the frustrations common to free VPNs.

## Common Questions About VPN for PC
Many PC users wonder about the safety, legality, and usage of VPNs. Here are clarifications:

- VPNs are legal in most countries and provide enhanced privacy.
- They can be used safely on both Windows and macOS.
- Paid VPNs like AegisVPN offer better protection and reliability than free options.
- Installation and configuration are straightforward for most users.

Using a reputable VPN makes your internet experience safer and more flexible.

## Useful Links

- Official AegisVPN bonus and registration page: https://bit.ly/aegisvpn-meme
- Additional VPN reviews by Power Memes channel: https://youtu.be/-p8xt9aevCk, https://youtu.be/5sZliiPOo1o

## Conclusion
For PC users looking for the best VPN in 2026, AegisVPN offers a fast, stable, and secure solution without the common limitations of free VPNs. Its easy installation on Windows and macOS, unlimited data, and wide server network make it ideal for daily use, streaming, and privacy protection. Consider choosing AegisVPN to enhance your online security and access capabilities. Explore more on the Power Memes channel and get started with AegisVPN at [https://bit.ly/aegisvpn-meme](https://bit.ly/aegisvpn-meme).

## Questions & answers

**Are free VPNs recommended for daily use on PC?**

Free VPNs usually have data and speed limits that make them unsuitable for daily use on a PC, especially for streaming or heavy browsing.

**How can I install a VPN on my Windows or macOS PC?**

To install a VPN like AegisVPN, download the app from the official site, run the installer, log in, and connect to a server. The process is straightforward for both Windows and macOS.

**What advantages does AegisVPN offer over free VPNs?**

AegisVPN provides unlimited data, faster speeds, more server options, better privacy with no logs, and support for multiple devices, unlike most free VPNs.

**Is using a VPN on my PC legal and safe?**

Using a VPN is legal in most countries and enhances your online privacy and security by encrypting your internet traffic and protecting your data from third parties.


---

# jev claude, Complete Setup Guide to Connect Claude with Jev Efficiently

Learn how to connect Jev with Claude using Composio for seamless AI collaboration in just minutes.

Source: https://linkcore.shop/jev-claude-complete-setup/ · based on the channel [Composio](https://www.youtube.com/channel/UCEuoGOJFuXUZZhprSAAK85Q) · Video: [Jev Claude Setup Guide: Connect Claude to Jev in 60 Seconds](https://www.youtube.com/watch?v=2RnnvhX66PQ) · 2026-09-28

![jev claude, Complete Setup Guide to Connect Claude with Jev Efficiently](https://linkcore.shop/jev-claude-complete-setup/jev-claude-complete-setup.webp)

## Key takeaways

- Jev and Claude integration is powered by Composio platform.
- Setup connection can be completed in about 60 seconds.
- No cost to start using Jev with Claude via Composio.
- The process involves linking both Jev and Claude accounts to Composio.
- Testing the connection ensures Jev works directly within Claude environment.

Connecting Jev with Claude allows users to leverage the strengths of both AI systems seamlessly. This guide explains how to set up the integration quickly and efficiently using the Composio platform, enabling you to start using Jev directly within Claude in just a few minutes.

## Understanding Jev Claude Integration
Jev Claude integration involves connecting your Jev account to the Claude AI through Composio, a middleware platform that enables communication between these two services. This setup allows Claude to access Jev’s capabilities, expanding your AI toolkit without switching platforms.

## Step 1: Connect Your Jev Account to Composio
Begin by signing up or logging into your Composio account. Within Composio's dashboard, locate the integrations section and select Jev. Authorize Composio to access your Jev account by entering your Jev credentials and granting necessary permissions. This step creates a secure link between Jev and Composio.

## Step 2: Connect Claude to Composio
Next, add Claude to Composio by following a similar process. In the integrations area, select Claude and authorize Composio to connect with your Claude account. This connection enables Composio to act as the conduit for commands and data between Claude and Jev.

## Step 3: Using Jev from Claude
Once both accounts are connected, you can start sending commands from Claude that trigger Jev’s functions. This setup allows you to use Jev’s AI features seamlessly within the Claude interface. You can input queries or tasks in Claude, which will then invoke Jev’s responses via the Composio link.

## Step 4: Testing Your Setup
To confirm that Jev is working correctly within Claude, perform a simple test. Send a request in Claude that uses Jev’s capabilities, such as data processing or content generation. If the setup is successful, you will receive Jev-generated responses directly in Claude without errors.

## Troubleshooting Common Issues
If you encounter connectivity errors, ensure that both Jev and Claude accounts are properly authorized in Composio. Also, check your internet connection and refresh the Composio dashboard. Re-linking the accounts sometimes resolves minor authentication glitches.

## Summary
Setting up Jev Claude integration via Composio is a straightforward process that enhances your AI workflow by combining two powerful tools. By connecting both Jev and Claude accounts to Composio, you enable direct communication between the platforms, allowing you to access Jev’s features from within Claude easily. Testing your connection ensures everything functions smoothly. This guide is based on the detailed walkthrough provided by the Composio channel, which offers practical steps for seamless AI integration.

## Questions & answers

**What is the primary purpose of connecting Jev with Claude?**

Connecting Jev with Claude allows users to combine the capabilities of both AI systems, enabling Jev's functionalities to be accessed directly within the Claude interface for improved workflow efficiency.

**Is there a cost associated with starting the Jev Claude integration?**

The connection between Jev and Claude via Composio is free to start, allowing users to set up and test the integration without any initial charges.

**How do I ensure that Jev is properly connected to Claude?**

After linking both Jev and Claude accounts to Composio, you should perform a test by sending a request in Claude that uses Jev’s features. Receiving a correct response confirms the connection is working.

**What should I do if the integration does not work as expected?**

If you face issues, verify that both accounts are authorized in Composio, check your network connection, and try re-linking the accounts. These steps usually resolve common connectivity problems.


---

# 5 Key Factors Behind the AI Memory Shortage and Its Impact

Explore 5 crucial reasons for the AI memory shortage, focusing on HBM production, factory capacity, and AI infrastructure challenges.

Source: https://linkcore.shop/5-key-factors-behind-the-ai-memory-shortage-and-its-impact/ · based on the channel [Computer Age](https://www.youtube.com/channel/UCmJBR6w_NWcFew7t-gyvscA) · Video: [The Coming AI Memory Shortage](https://www.youtube.com/watch?v=B6ryYpvJ7DM) · 2026-09-23

![5 Key Factors Behind the AI Memory Shortage and Its Impact](https://linkcore.shop/5-key-factors-behind-the-ai-memory-shortage-and-its-impact/5-key-factors-behind-the-ai-memory-shortage-and-its-impact.webp)

## Key takeaways

- HBM (High Bandwidth Memory) is critical for AI chips but hard to manufacture.
- Major suppliers like Samsung, Micron, and SK hynix face allocated production limits.
- AI performance depends heavily on memory bandwidth, not just processors.
- The memory shortage shows as higher prices, longer lead times, and limited access.
- Advanced packaging like TSMC CoWoS adds complexity to AI memory supply.

## Understanding the AI Memory Shortage
The AI memory shortage refers to the growing gap between the demand for high-performance memory, particularly High Bandwidth Memory (HBM), and the available production capacity. AI systems require rapid data movement through storage, DRAM, and especially HBM to function efficiently. As AI models and data centers scale up, memory becomes the bottleneck limiting overall system performance, not just the processors themselves.

## Why HBM is Essential Yet Difficult to Produce
HBM is a specialized type of memory designed for extremely high data transfer rates and low latency. Unlike traditional DRAM, HBM stacks multiple memory dies vertically and connects them with Through-Silicon Vias (TSVs), enabling fast communication close to the AI chip. However, manufacturing HBM involves complex processes like wafer stacking and advanced packaging, which are costly and yield-sensitive. This complexity limits the number of factories capable of producing HBM at scale.

## Factory Capacity and Production Allocation
Leading memory suppliers such as Samsung, Micron, and SK hynix operate under tight production schedules. Their semiconductor fabs are also tasked with producing various memory types and chips, causing resource allocation challenges. When suppliers state that production is "allocated," it means that available memory output is already committed to customers, preventing new buyers from immediately accessing stock. This allocation leads to longer lead times and higher prices without necessarily causing empty shelves.

## The Impact of Advanced Packaging Technologies
AI chips require not only fast memory but also innovative packaging solutions like TSMC's Chip-on-Wafer-on-Substrate (CoWoS) technology. CoWoS integrates logic chips with HBM in a single package, drastically improving bandwidth and reducing latency. However, these advanced packaging steps add manufacturing complexity and time, further straining supply chains and factory throughput.

## Market Signals and Potential Relief Factors
Four key signals indicate the memory shortage's evolving state: price increases, extended lead times, allocation notices from suppliers, and shifts in market demand or production capacity. Potential relief could come from new factory investments, alternative memory technologies, and improved manufacturing processes. However, these solutions require time—often years—to scale, meaning short-term shortages may persist.

## Conclusion
The AI memory shortage is a multifaceted challenge rooted in the complexity of producing HBM, limited factory capacity, and the increasing demand from AI infrastructure. While it manifests as higher costs and longer wait times, it reflects the critical role memory plays in AI performance beyond raw processing power. Understanding these factors helps stakeholders prepare for ongoing market shifts. This analysis is based on insights from the Computer Age channel, which provides in-depth technology documentaries.

## Questions & answers

**What causes the AI memory shortage?**

The AI memory shortage is mainly caused by the limited production capacity of specialized memory like HBM, manufacturing complexity, and high demand from AI data centers and chips.

**Why is High Bandwidth Memory (HBM) important for AI?**

HBM provides extremely high data transfer speeds and low latency, essential for AI workloads that require rapid access to large datasets, outperforming traditional DRAM.

**What does it mean when memory production is "allocated"?**

Allocated production means that the memory output is already reserved for existing customers, limiting availability for new orders and leading to longer delivery times and higher prices.

**How can the AI memory shortage be alleviated?**

Alleviation may come from new factory investments, alternative memory technologies, improvements in manufacturing efficiency, and evolving packaging solutions, but these require significant time to implement.


---

# Photoshop Download Free: How to Get Adobe Photoshop Trial Version

Learn how to download Photoshop free legally with Adobe's official trial version for Windows 11 and PC. Step-by-step guide and key facts included.

Source: https://linkcore.shop/photoshop-download-free-how-to-get-adobe-photoshop-trial-version/ · based on the channel [Oberman CEO](https://www.youtube.com/channel/UCqEj-h0m6P6Evjt98K1TMTg) · 2026-09-21

## Key takeaways

- Adobe Photoshop offers a 7-day free trial for new users
- Trial version is fully featured with no feature restrictions
- Compatible with Windows 11 and macOS
- Official download from Adobe website ensures safety
- After trial, subscription purchase is required to continue use

## How to Download Photoshop Free Legally
Downloading Photoshop free is possible through Adobe's official trial version, which provides full access to all Photoshop features for 7 days. This trial is available for Windows 11 and macOS users and is the safest and legal way to use Photoshop without upfront payment.

1. Visit the official Adobe website at adobe.com/products/photoshop.html.
2. Click on the “Free Trial” button.
3. Create or sign in with your Adobe ID.
4. Download and install the Photoshop trial setup for your operating system.
5. Launch Photoshop and start using it with full functionality for 7 days.



## System Requirements for Photoshop Free Trial
Before downloading, ensure your PC meets these minimum requirements for optimal performance:

- Operating System: Windows 11 64-bit or macOS 10.15 (Catalina) and later
- Processor: Intel Core i5 or AMD equivalent
- RAM: At least 8 GB (16 GB recommended)
- Hard Disk Space: 4 GB available space for installation
- Graphics Card: GPU with DirectX 12 support

Meeting these specs guarantees smooth installation and running of Photoshop.

## Differences Between Free Trial and Paid Versions
The Photoshop free trial offers the full software experience identical to the paid subscription, but limited to 7 days. This includes:

- Access to all editing tools, filters, and plugins
- Saving and exporting projects in all supported formats
- Adobe Creative Cloud integration

After the trial expires, you must purchase a subscription to continue using Photoshop. There are no hidden feature restrictions during the trial period.

## Safety and Legality of Photoshop Free Downloads
Downloading Photoshop from unofficial sites or using cracked versions is illegal and risky, often leading to malware infections or compromised security. Adobe's official trial download is the safest option, ensuring:

- Genuine software without malware
- Automatic updates and support
- Full feature access during the trial

Avoid third-party crack downloads or unauthorized software versions.

## Alternatives for Free Photoshop-like Software
If you want free image editing software beyond the Photoshop trial, consider these options:

- GIMP: Open-source and highly customizable
- Photopea: Browser-based Photoshop alternative
- Krita: Excellent for digital painting and illustration

These programs provide many Photoshop-like features without any cost or time limits.

## Conclusion
Downloading Photoshop free legally is straightforward via Adobe's official 7-day trial version, which offers full access on Windows 11 and macOS systems. This method guarantees security, access to all features, and a clear path to subscription after the trial. For more detailed guidance, the channel Oberman CEO offers an excellent breakdown of the Photoshop trial version process.

By using the official trial, users can explore Photoshop's powerful tools risk-free before committing to a subscription.

## Questions & answers

**Can I use Photoshop permanently for free?**

No, Adobe Photoshop offers a 7-day free trial only. After that, you need to purchase a subscription to continue using it legally.

**Is the free trial version fully functional?**

Yes, the Photoshop free trial provides full access to all features without restrictions for the duration of the trial period.

**Where can I safely download Photoshop for free?**

The safest way is to download the trial version directly from Adobe's official website to avoid malware and illegal software risks.

**What are good free alternatives to Photoshop?**

Free alternatives include GIMP, Photopea, and Krita, which offer many similar image editing features without cost or time limits.


---

# HWID Spoofer: Complete Guide to Bypass HWID Bans in 2026

Learn how to use a HWID spoofer to reset hardware IDs and bypass bans in games like Fortnite and Valorant with proven methods for 2026.

Source: https://linkcore.shop/hwid-spoofer-complete-guide-to-bypass-hwid-bans-in-2026/ · based on the channel [Sasha Education](https://www.youtube.com/channel/UCxqf6QBKPRPlQ8sUVR2KRCQ) · 2026-09-20

## Key takeaways

- HWID spoofers modify hardware serials like GPU, disk, and NIC to bypass bans
- Automated cleanup scripts erase tracking artifacts without harming files
- Spoofing preserves personal files, games, and Windows settings
- Effective spoofers maintain spoofed states during gameplay
- Universal support for desktops and laptops across different motherboard setups

## What Is a HWID Spoofer and How Does It Work?
A HWID spoofer is a tool designed to change or mask your computer's hardware identification (HWID) to bypass bans imposed by game anti-cheat systems. Games like Fortnite, Valorant, Rust, and Apex Legends use HWID bans to permanently block a device based on unique hardware serials. A reliable HWID spoofer modifies key hardware identifiers such as GPU serial numbers, hard drive IDs, and network interface controller (NIC) serials, allowing players to reset their machine's identity and regain access.

Using a HWID spoofer involves running an automated process that cleans residual system traces and randomizes hardware IDs without affecting your personal files, installed games, or Windows settings. This ensures a seamless return to gameplay without reinstallation or system resets.

## Key Features of the 2026 HWID Spoofer
The latest HWID spoofers, like the one offered on [Mega with password spoofer123](https://mega.nz/file/hcYxkYyD#6AB1wJfOPE2DNg9WRF5yIuYkbaKvotfOuJ6OkB7o0LA), include several advanced features:

1. **Universal Hardware Support**: Compatible with both desktops and laptops across various motherboard models.
2. **Comprehensive Hardware Spoofing**: Modifies GPU, hard drive, and NIC serials to prevent detection.
3. **Automated Cleanup Scripts**: Erases tracking artifacts from the registry and system files safely.
4. **Preserves Personal Data**: Retains all personal files, games, and Windows configurations intact.
5. **Stable Spoofed States**: Maintains spoofed hardware IDs consistently during gameplay to avoid detection.



## Step-by-Step Guide to Using a HWID Spoofer
To effectively reset your HWID and bypass bans, follow these steps:

1. **Backup Important Data**: Although spoofing preserves files, it's wise to back up critical data.
2. **Download the Spoofer**: Access the tool via the official [Mega link with password spoofer123](https://mega.nz/file/hcYxkYyD#6AB1wJfOPE2DNg9WRF5yIuYkbaKvotfOuJ6OkB7o0LA).
3. **Run Separate Cleanup Tools**: Use included window cleaners to remove residual traces.
4. **Select Your Motherboard Setup**: Choose your specific hardware profile to ensure compatibility.
5. **Activate the Spoofer**: Initiate the 50-second spoofing process that randomizes your hardware IDs.
6. **Restart Your PC**: Reboot to apply changes fully.
7. **Verify Spoof Status**: Use hardware ID checking tools to confirm successful spoofing.

Following this procedure helps maintain an undetectable spoofed HWID and reduces the risk of re-bans.

## Advantages of Using a HWID Spoofer in 2026
Modern HWID spoofers offer several benefits over older methods:

- **Automation**: Minimal manual input required, reducing user errors.
- **Comprehensive Spoofing**: Targets multiple hardware components for thorough identity masking.
- **Safety**: Designed to protect system integrity and personal data.
- **Multi-Game Support**: Effective on popular titles like Fortnite, Valorant, Rust, Apex, and FiveM.
- **Long-Term Use**: Spoofed states endure persistent gameplay sessions without resetting.

These improvements make spoofers a reliable choice for gamers facing permanent HWID bans.

## Common Use Cases and Supported Games
HWID spoofers are especially popular among competitive and online multiplayer gamers who suffer from permanent bans due to cheating accusations or false positives. Supported games include:

- Fortnite
- Valorant
- Rust
- Apex Legends
- FiveM
- Warzone

Bypassing HWID bans in these games enables players to reinstall or continue playing without purchasing new hardware.

## Legal and Ethical Considerations
It is important to note that using HWID spoofers to bypass bans can violate terms of service agreements and may be considered cheating. This can lead to account suspensions or legal consequences. Users should weigh the risks before using spoofers and consider playing fairly.

## Useful Links
- HWID Spoofer Download with Password: https://mega.nz/file/hcYxkYyD#6AB1wJfOPE2DNg9WRF5yIuYkbaKvotfOuJ6OkB7o0LA

## Conclusion
HWID spoofers provide a practical method to reset hardware identifiers and bypass permanent bans in popular games by modifying GPU, disk, and NIC serial numbers. The 2026 generation of spoofers offers automated cleanup, preservation of user data, and stable spoofed states during gameplay. Following a step-by-step process ensures effective spoofing and reduces detection risks. For a full walkthrough and tested method, the channel Sasha Education offers detailed tutorials and the latest working software. To try the spoofer yourself, download it from the provided [Mega link](https://mega.nz/file/hcYxkYyD#6AB1wJfOPE2DNg9WRF5yIuYkbaKvotfOuJ6OkB7o0LA).

Always consider the ethical implications and potential consequences before using spoofing tools in online games.

## Questions & answers

**What is a HWID ban and how does a spoofer help?**

A HWID ban blocks your device by its hardware ID from accessing certain games. A HWID spoofer changes these hardware identifiers, allowing you to bypass such bans and regain access.

**Is using a HWID spoofer safe for my system?**

Modern HWID spoofers are designed to safely modify hardware IDs and clean tracking artifacts without affecting personal files or Windows settings, minimizing risks to your system.

**Can a HWID spoofer be detected by anti-cheat systems?**

Advanced spoofers randomize multiple hardware serials and maintain spoofed states to avoid detection, but no method is foolproof. There is always a risk of detection and re-banning.

**Which games support HWID spoofing for ban bypass?**

Popular games like Fortnite, Valorant, Rust, Apex Legends, FiveM, and Warzone commonly see HWID bans and are supported by most spoofers to help users bypass restrictions.


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