LLM Seeding, ChatGPT Agent, and More

👋 Hey there, welcome back. Today we will look into LLM Seeding, ChatGPT Agent mode and Prompt for remote job opportunities.

Let’s break it down in this edition.

📦 AI in Enterprise

• AWS unveils Bedrock AgentCore - A new platform for deploying secure, production-ready AI agents at scale, integrating with existing tools and models. Read More

• Gartner predicts over 40% of agentic AI projects will be canceled by 2027 - While agentic AI is gaining attention, Gartner warns that many projects will fail due to poor design, lack of governance, and unrealistic expectations. To succeed, enterprises must focus on strong orchestration, security, and business alignment. Read More

• Morgan Stanley solves one of coding’s toughest problems - The bank developed an AI system(DevGen.AI) to understand and fix decades-old code written in outdated programming languages. This year it has reviewed 9 million lines of code, saving developers 280,000 hours. Read More

⚒️ Today’s AI Tools

• Mistral Devstral AI - Open-source LLM designed for fast and efficient coding, writing, and task automation.

• LiteLLM - API that lets you switch easily between different LLM providers like OpenAI, Anthropic, and Mistral with just one line of code.

• Composite - A developer platform that lets you build AI-native apps by connecting multiple LLMs, tools, APIs, and functions into one smart workflow, without writing complex backend code.

🧰 AI Job Opportunities

• Radian - Generative AI Engineer

• DataAnnotation.tech - AI Prompt Engineering & Evaluation - Will Train

• Speechify Inc - Senior Software Engineer, AI Model serving

🌱 What is LLM Seeding?

You may have noticed that many websites organic traffic is dropping. That is because users are now starts to search on ChatGPT or Google’s AI overview for quick answers, so they don’t click through anymore.

To stay visible and keep your brand noticed, it is time to try a fresh and new strategy called LLM Seeding.

This is one of the strategies we adopt for our marketing strategy.

LLM seeding means creating and sharing helpful content in a way that AI tools like ChatGPT or Google Gemini can find it, learn from it, and mention you when someone asks a question.

For that, you have to publish the content all over the internet, on your blog, LinkedIn, Reddit, or anywhere public, which gives strong signal about your context.

When AI bots go searching for answers, they find your seeds(content), understand what you shared, and use it in their replies.

Even if no one clicks your website, your name or brand still shows up in AI answers. That builds trust, visibility, and credibility, just by being helpful.

You will get 3 benefits by doing this,

1. Brand exposure without traffic dependence.

2. Get Instant credibility

3. It will prioritize the best answer, it doesn’t matter which page you’re ranking in Google. Read More

🤖 A look into ChatGPT Agent

You are familiar with ChatGPT and how it helps with everyday tasks by suggesting ideas, answering questions, and showing steps.

But now, ChatGPT Agent takes it to the next level.

It does not just help, it actually does the work for you. Give it a task, and it gets it done, from start to finish.

🖥️ How ChatGPT Agent Works in the Backend?

ChatGPT now has its own virtual computer.

It can browse websites, both visually like a human and through fast text-based tools. It can run commands in a terminal.

It can connect to apps like Gmail, Google Calendar, and GitHub, and it knows how to choose the right tool for the task.

For example, it might fetch your emails through Gmail’s API, then switch to the browser to research something mentioned in an email, then create a response draft or a report in Google Docs.

But, what we like the most is that it doesn’t forget what it is doing, even if it uses multiple tools, and if you need to step in, you can.

You can pause it, give it new instructions, or stop the task anytime. You are still in full control.

🌍 Built for Real-World Use

This Agent is built to help with real, everyday work.

As it works on a task, you will be able to see exactly what it is doing, step by step. If it needs to log into your website, it will pause and ask you to do it.

If it is missing any details, it will ask you follow-up questions so it can continue.

If something is taking longer than expected, you can check in and ask for a progress update.

You can also set specific tasks to run automatically, such as generating a weekly report every Monday.

And if you're using the ChatGPT app on your phone, you will get a notification when the task is finished. So even when you step away, you will know when it is done.

Also, ChatGPT agent scored 41.6% on Humanity’s Last Exam, a tough test of expert-level questions across many subjects.

🚀 How to Try it….

If you’re on a Pro, Plus, or Team plan, you can turn on agent mode right now.

Open any conversation, click the tools dropdown, and choose Agent Mode. From there, just describe what you want done.

ChatGPT will take over, choose the right tools, and begin working on it. Know More

💡 Our Thought

ChatGPT isn’t just giving answers now, it is becoming a true assistant that can take action.

Whether you’re a busy professional, a student, a founder, or someone just trying to stay organized, this opens up new ways to save time and get real things done.

The agent will continue improving with new abilities and smarter workflows over time.

Try it out. Start with something small, and see what it can do.

🌐 Prompt for Searching Remote Job Opportunities

Act as a professional remote job search assistant. I am currently looking for remote job opportunities that match my skills and experience. Please follow these instructions carefully.

Search for roles like [e.g., DevOps Engineer]. Only show 100% remote jobs, not hybrid or on-site roles. Check job listings from LinkedIn, Indeed, RemoteOK, We Work Remotely, AngelList, and other reputable sites offering remote jobs.

For each opportunity, provide, job title, company name, brief Job Description (2–3 lines), and direct link to apply, and remote type (full-time/part-time/freelance)

If possible, suggest any hidden opportunities or platforms where I should set alerts for future remote jobs.

(Optional): [Mention any preferences, e.g., salary range, specific tech stack, timezone-friendly, etc.]