🏃‍♂️ Meet Runner H: The AI Agent Tailors, That Finds & Emails Your Top Cloud/DevOps Jobs

This is a submission for the Runner H "AI Agent Prompting" Challenge

What I Built

---

⚡ The Challenge: Simplifying the Cloud/DevOps Job Hunt

How can we streamline job hunting for entry-level Cloud and DevOps roles — without burning out?

In today’s hyper-competitive market, even talented professionals are overwhelmed by:

• 🔎 Endlessly scrolling through LinkedIn, AngelList, and niche job boards

• 📄 Tailoring resumes to pass Applicant Tracking Systems (ATS)

• ✍️ Writing cover letters that sound human and not copy-pasted

• 🧮 Tracking job applications manually across messy spreadsheets

That’s exactly why Runner H was born — to reduce anxiety, automate repetitive tasks, and let you focus on being the best version of yourself.

---

🛠️ Integrated Apps for a Seamless Experience

To tackle this challenge, Runner H connects directly to the tools you already use:

• 📧 Gmail — Automatically sends personalized job lists to your inbox or recruiter

• 📁 Google Drive — Stores your resume, PDFs, and project documents securely

• 📊 Google Sheets — Organizes job applications into a structured, shareable format

• 🔁 Zapier / n8n / Notion / Slack — Optional integrations for full workflow automation

No more switching tabs 20 times a day.

No more missed follow-ups.

No more generic applications.

Runner H turns job hunting into a streamlined, AI-powered workflow — giving you the edge to land the right role faster.

---

Runner H

In today’s fast-moving tech world, finding the right Cloud or DevOps job can be overwhelming — especially if you’re just starting out. That’s why I built Runner H, an AI-powered job-hunting assistant designed to streamline the process from start to finish:

 ✅ Search jobs

 ✅ Tailor resumes

 ✅ Write personalized cover letters

 ✅ Help you stand out

🧩 Why I Created Runner H

I noticed a common pattern among peers and community learners:

• They had great skills but struggled to tailor resumes

• Job descriptions were too generic, leading to template overload

• Cover letters felt like copy-paste fillers, not real reflections

That’s where Runner H steps in — powered by prompt engineering and real-time search, it becomes your personal agent.

---

🔍 Step 1: Search Jobs with Smart Prompts

Runner H first looks for roles matching keywords like:

• Entry-Level DevOps Engineer

• Cloud Engineer — Remote

• Junior Site Reliability Engineer (SRE)

Prompt:

 

Act as my personal job search assistant. I’m looking for entry-level or junior Cloud/DevOps Engineer roles (0–1 year experience) or internships in DevOps, SRE, or Cloud Engineering. I have foundational knowledge in AWS, Kubernetes, CI/CD, Terraform, Git, and basic scripting (Python/Bash). I’ve completed hands-on projects, courses, and actively contribute to learning communities. Help me find relevant job openings that welcome freshers or early-career professionals on LinkedIn, AngelList, or other platforms. Prioritize roles with learning potential, mentorship, and cloud-native technologies. Also, help tailor my resume and generate personalized cover letters to match each job

Searching jobs

It scrapes popular job boards like:

LinkedIn — Entry-Level DevOps Jobs

LinkedIn — Cloud Engineer Jobs in Canada

Wellfound (AngelList) — Remote DevOps Jobs

---

📄 Step 2: Resume Tailoring Suggestions

Once jobs are collected, Runner H analyses job descriptions and offers real-time tailoring suggestions, like:

Clearly list your skills: AWS, Kubernetes, CI/CD, Terraform, Git, Python/Bash scripting.

Highlight any projects: Briefly describe the projects, your role, and technologies used.

Mention community contributions: Any significant learning or collaborative activities in learning communities.

Highlight your AWS Cloud Practitioner certification.

This turns a static resume into a targeted job magnet.

---

Step 3: Build a Smart Resume Framework

You can prompt Runner H with:

“Create a resume for a DevOps Engineer role including: header, objective, skills, projects, education, and community.”

Here’s the layout:

✅ Header

Ensure it includes your full name, phone number, email address, and LinkedIn profile link.

🎯 Objective

Clear 2–3 line goal aligned to the job

“Aspiring DevOps Engineer with a foundational knowledge in AWS, Kubernetes, CI/CD, Terraform, and Python/Bash scripting. Committed to leveraging hands-on project experience and active learning community contributions to support innovative cloud solutions at [Company Name].”

🛠️ Technical Skills

Group by:

• Cloud: AWS, Azure

• IaC: Terraform, CloudFormation

• CI/CD: Jenkins, GitHub Actions

• Containers: Docker, Kubernetes

List skills relevant to the job, such as Cloud Platforms (AWS), Containerization (Kubernetes), Continuous Integration/Continuous Deployment (CI/CD), Infrastructure as Code (Terraform), Version Control (Git), and Scripting (Python/Bash).

🚀 Project Highlights

Briefly describe 2–3 significant projects. Showcase impact-driven projects:

Example: “Deployed a scalable web application on AWS using Terraform and Kubernetes. Automated deployment pipelines using Jenkins for CI/CD.”

🎓 Education

Degree + Certifications (AWS CCP, DevOps Pro, etc.)

Include your degree(s), institution, and graduation date.

🌐 Community

Mention AWS Community Builder, GitHub repos, blogs, or public talks.

Highlight any significant contributions like open-source projects, blogs, or forums.

---

Write a Personalized Cover Letter

Runner H takes the job description and builds a cover letter using four pillars:

🔓 Introduction

Mention the specific role and why it interests you

Introduce yourself and express your enthusiasm for the position.

🧩 Skills Match

Align key strengths with listed requirements

Identify key requirements in the job description and link them to your skills and experiences.

🏢 Company Connection

Reflect values or projects of the company you admire

Demonstrate knowledge about the company, express interest in its projects, mission, or culture.

✍️ Closing

Invite for interview, express enthusiasm

Thank them for considering your application and express eagerness to discuss further.

If you provide me with specific job postings, I can help generate targeted cover letters for those applications. Feel free to share any job descriptions or additional details you need help with!

Prompts: make templates for common cover letter formats. 

Certainly! Here’s a template for a cover letter tailored for entry-level or junior Cloud/DevOps Engineer roles that you can customize for each application:

[Your Name]
[Your Address]
[City, State, Zip]
[Email Address]
[Phone Number]
[LinkedIn Profile URL]
[Date]

[Hiring Manager's Name]
[Company Name]
[Company Address]
[City, State, Zip]

Dear [Hiring Manager's Name],

I am writing to express my interest in the Entry-Level Cloud/DevOps Engineer position at [Company Name] as advertised. With a foundational background in cloud technologies and hands-on experience in AWS, Kubernetes, CI/CD, Terraform, and Git, I am excited about the opportunity to contribute to your team while continuing to grow my skills in a dynamic and innovative environment.

In my recent project [Briefly describe a relevant project or experience], I successfully [Explain what you did and achieved, relating it to the skills relevant to the job]. This experience honed my abilities in [mention particular skills] and demonstrated the impact of effective cloud infrastructure solutions.

[Company Name]'s commitment to [mention company mission, values, or projects you admire] strongly resonates with my career aspirations. I am particularly drawn to [mention any specific aspect of the job/company you are interested in], and I am eager to bring my proactive approach and passion for cloud technologies to your team.

Thank you for considering my application. I am looking forward to the possibility of discussing how I can contribute to the innovative solutions at [Company Name]. I am eager to learn and grow under the mentorship of esteemed professionals in your organization.

Warm regards,

[Your Name]

Tips for Customisation:

\Company Name: Replace with the company’s name you’re applying to.

\Hiring Manager’s Name: Find and add the hiring manager’s name if possible.

Projects/Skills: Tailor the project and skills mentioned to closely match the specific requirements in the job description.

Company Mission/Values: Research the company’s mission statement, culture, or recent projects to demonstrate your genuine interest and make your application stand out.

Feel free to adjust the details to better align with the job posting or to add any personal touches that reflect your enthusiasm and qualifications. If you need further customization or help with multiple specific postings, just let me know!

---

🧠 Step 5: Smart Prompt for Multi-Job Customization

Applying for multiple jobs? Ask:

“Give 5 resume templates for Cloud/DevOps roles and how to tweak them based on different company types.”

Runner H will respond with:

• Generic template

• Startup-friendly version

• Enterprise-ATS compliant

• Remote-only jobs format

• Internship/Entry-level focused

---

Final Tips from Runner H

📌 Resume Customization

1. Use keywords from the job post

2. Quantify project impacts (ex: “reduced build time by 20%”)

3. Add certs, GitHub links, portfolio

📌 Cover Letter Tips

1. Write with company in mind (not just yourself)

2. Don’t repeat your resume

📌 General Advice

1. Keep PDF format

2. Use clean, ATS-optimized layouts

3. Avoid jargon overload — be concise

Final Thought

Job hunting shouldn’t be guesswork. With Runner H, you let AI work the process so you can focus on telling your unique story.

---

The AI Agent Integrated Gmail That Finds & Emails Your Top Cloud/DevOps Jobs

The job hunt is time-consuming, repetitive, and often overwhelming. What if it wasn’t?

Meet Runner H , an AI-powered job-hunting agent that doesn’t just search for jobs — it shortlists, formats, and even emails the top picks to you using your resume and custom preferences.

What Runner H Can Do

Just drop a prompt like this:

“Based on my resume in {RESUME.PDF}, browse Welcome to the Jungle and shortlist the 10 most relevant DevOps and Cloud roles (0–2 years experience, remote only). Create a Google Sheet with job title, company, location, salary (if listed), and link to apply. Then email it to {[e-mail]} with the subject: ‘Top 10 Roles You Should Look At 🙏’ and ask for feedback.”

completed the process

⚙️ Integrated Tools

Runner H now supports integration with:

✅ Google Drive — access resume files

 ✅ Gmail — send curated job lists automatically

 ✅ Google Sheets — create and update job trackers

 ✅ Zapier — automate workflows (like syncing to Notion/Slack)

📧 Email Sample

Subject: Top 10 Roles You Should Look At 🙏

Hi Dineshraj,

I have shortlisted some relevant job positions for you that align with your DevOps and Cloud skills, particularly focusing on remote roles for 0–2 years of experience. Although the search yielded limited results on Welcome to the Jungle, here are a few links to explore:

1. [Guild Education DevOps Manager](https://app.welcometothejungle.com/jobs/BowrPZLN)

2. [Platform.sh Chief Revenue Officer](https://app.welcometothejungle.com/jobs/FsrsFjZE)

3. [Remote Engineering Team Leader](https://app.welcometothejungle.com/jobs/sNWCjdxf)

4. [Remote Staff Product Designer](https://app.welcometothejungle.com/jobs/13w7jz1j)

I’ll be eager to hear your feedback or if you’d like assistance in exploring further.

Best regards,

Your AI Assistant

Gmail for me

Google sheet for me

💬 Final Note

With Runner H, you don’t chase jobs — they come to your inbox, fully organized, and ready for feedback.

The future of job applications isn’t reactive — it’s automated, prompt-driven, and AI-powered.

Conclusion: Let Runner H Do the Heavy Lifting

Job hunting today isn’t just about finding roles — it’s about standing out. With Runner H, you’re not alone in this journey. You’re equipped with an intelligent AI agent that can:

✅ Search relevant Cloud & DevOps roles across platforms

✅ Tailor your resume based on live job data

✅ Craft compelling cover letters aligned to each role

✅ Organize top job picks in a Google Sheet

✅ Email you a personalized job list — automatically

Whether you’re an entry-level engineer or a career shifter in tech, Runner H empowers you to focus on what matters most: learning, building, and growing — while the job hunt works for you in the background.

This is just the beginning.

 📩 Let Runner H run your job search — so you can run your career.

Thank you for taking the time to read my article! If you found it helpful, feel free to like, share, and drop your thoughts in the comments — I’d love to hear from you.

Comments

[Nathan Tarbert]

this is extremely impressive, honestly the setup you’ve explained hits every single frustration i’ve had with job hunting
you think we’re getting closer to a future where every job search is this personalized and automated

[Ismail Kovvuru]

So good to see this kinda AI, DD.