A live MCP server + A2A agent for AI assistants

Teach your AI about Jake Gaylor.

Point your assistant at this server and it can read my resume, score my fit against your job description, build the interview, book a call on my real calendar, and email me — no copy-pasting, no stale PDFs.

https://ai.jakegaylor.com/mcp

Connect your assistant No MCP? Copy my resume instead

What your assistant can do here

Connect once, then ask in plain English. The server exposes tools for the whole evaluation — from first look to first contact.

Assess my fit

Paste your job description and get an honest read on where I'm strong and where I'm not, scored against my real experience.

“Is Jake a good fit for this role? [paste job description]”

Build the interview

Generate phone screens, technical deep-dives, system design sessions, or behavioral questions tailored to my background and your focus areas.

“Create a phone screen for Jake focused on Kubernetes and API design.”

Pull the source material

My resume, GitHub, LinkedIn, and website content, served as structured resources your assistant reads directly — always current.

“Summarize Jake's career highlights.”

Skip the screening call

Location, remote preference, work authorization, comp range, and target roles as structured JSON — the whole logistics screen, answered before anyone talks.

“What are Jake's screening preferences?”

Book a call

Live availability from my real calendar, booked in one exchange. Every booking is pending until I confirm it — you get the outcome by email.

“When is Jake free this week? Book Thursday at 11.”

Reach out

Looks like a match? Your assistant can email me directly from the conversation — you review it, the server sends it.

“Draft and send Jake an email about our staff platform engineer role.”

Connect in under a minute

The server is already hosted and running — nothing to install. Add the endpoint to any MCP-capable client, use the npm package for clients that only speak stdio, or let an A2A-capable agent discover the agent card on its own.

Streamable HTTP

Recommended

https://ai.jakegaylor.com/mcp

SSE

Legacy clients

https://ai.jakegaylor.com/sse

A2A Agent Card

Agent-to-agent

https://ai.jakegaylor.com/.well-known/agent-card.json

Client setup

Pick your client. Clients without remote MCP support can run the same server locally via the @jhgaylor/me-mcp npm package.

Add this configuration to your Claude config

{
  "mcpServers": {
    "jake-gaylor-mcp": {
      "command": "npx",
      "args": ["-y", "@jhgaylor/me-mcp"]
    }
  }
}

Add this configuration to your Cursor settings

{
  "mcpServers": {
    "jake-gaylor-mcp": {
      "command": "npx",
      "args": ["-y", "@jhgaylor/me-mcp"]
    }
  }
}

Configure Windsurf to connect

{
  "mcpServers": {
    "jake-gaylor-mcp": {
      "command": "npx",
      "args": ["-y", "@jhgaylor/me-mcp"]
    }
  }
}

Set up Zed MCP server configuration

{
  "context_servers": {
    "jake-gaylor-mcp": {
      "settings": {},
      "command": {
        "path": "npx",
        "args": ["-y", "@jhgaylor/me-mcp"]
      }
    }
  }
}

For clients that support direct HTTP connections:

Connect to: https://ai.jakegaylor.com/mcp
Use standard MCP protocol methods to interact with the server
No local installation required — the server is already hosted and ready to use

Example TypeScript connection code

import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp.js";

async function connectToMCP() {
  const baseUrl = new URL("https://ai.jakegaylor.com/mcp");

  try {
    const client = new Client({ name: 'example-mcp-client', version: '1.0.0' });
    const transport = new StreamableHTTPClientTransport(baseUrl);
    await client.connect(transport);
    console.log("Connected to MCP server!");
    const resumeResource = await client.getResource("candidate-info://resume-text");
    console.log("Resume:", resumeResource.contents[0].text);
    const githubUrl = await client.callTool({ toolName: "get_github_url", args: {} });
    console.log("GitHub URL:", githubUrl.content[0].text);
  } catch (error) {
    console.error("Failed to connect to MCP server:", error);
  }
}
connectToMCP();

No MCP client? Copy this instead

Paste the text below into any AI assistant to give it my full background — no tools or special connections needed. Also available at ai.jakegaylor.com/llms.txt.

# Jake Gaylor
## Senior / Staff Engineer & Engineering Leader | I build systems a stranger can run on day one
[email protected] | 720.453.3994 | https://jakegaylor.com | https://github.com/jhgaylor | https://www.linkedin.com/in/jhgaylor/
Boston, MA · will relocate

## Summary
I build systems a stranger can run on day one. 15+ years across SaaS, AI, infrastructure, and IoT, with a core of delivery: finding what slows a team down, rebuilding it into tools the whole team uses, and putting real metrics in place so decisions stop being guesses. Lately deep in AI, riding the whole arc: from smart line changes in Cursor, to agentic coding with Claude Code, to building frameworks that operate fleets of coding agents. Along the way: internal coding bots at Block Party, autonomous agents at Cloaked, and Ravi, a funded agent-native SaaS.

## Professional Experience

### Ravi | Co-Founder | Jan 2026 - May 2026
https://ravi.id
Cofounded an agent-native SaaS that lets AI agents manage their own accounts and secrets.
- Raised a $400K pre-seed from South Park Commons
- Grew to hundreds of users
- Shipped the product end to end: a web SaaS and a cross-platform Flutter mobile app on the Apple App Store, built on prototypes started in 2024
- Designed agent-native account, secret, and 2FA management so AI agents can operate their own identities

### Block Party (acquired by DeleteMe) | Staff Software Engineer | May 2025 - Jan 2026
https://www.blockpartyapp.com/
Built internal AI and developer tooling for the engineering org, including the framework behind the company's internal coding bots, until Block Party was acquired by DeleteMe in January 2026.
- Designed and built the framework behind the company's internal AI coding bots

### Cloaked Inc | Staff Platform Engineer → Staff Product Engineer | Sep 2022 - May 2025
https://cloaked.app
Started in platform engineering (AWS EKS migration, GitOps CI/CD, compliance), then moved into product, building autonomous AI agents and a cross-functional ideation portal that drove a sticky, AI-powered onboarding experience.
- Built a GitOps-based CI/CD pipeline that accelerated deployments by 30x
- Led the migration from legacy PaaS to AWS EKS, with a multi-account model meeting SOC2, ISO 27001, and 27701 compliance
- Built an end-to-end product-analytics stack that enabled data-driven decisions across the company
- Built autonomous AI agents with LangChain to automate user account management (auto change password, login, and email)
- Turned those AI agents into a core fundraising narrative and a sticky, AI-powered onboarding experience that boosted adoption and retention
- Launched a cross-functional ideation portal connecting design, product, engineering, and executives with transparent status tracking

### The Onward Store Steakhouse | Owner / Co-GM | Oct 2021 - Jan 2024
Owned and managed a full-service steakhouse with 7 staff, generating $500K in annual revenue and overseeing P&L, operations, and vendor relations.
- Led a team of 7 employees, handling recruitment, training, scheduling, and performance management.
- Directed all facets of business operations, achieving $500K in annual revenue through strategic inventory management and cost control.
- Designed and implemented operational processes for facility maintenance, vendor partnerships, and quality assurance, driving consistent customer satisfaction.
- Managed P&L, budgets, and financial reporting, optimizing expenses and improving profit margins.
- Executed marketing and community engagement initiatives to increase local brand awareness and repeat patronage.

### Inception Health | Staff SWE in Developer Experience | Jun 2020 - Jun 2022
Architected AWS CDK infrastructure and tooling for HIPAA-compliant patient care microservices
- Led delivery of AWS CDK infrastructure for patient care microservices platform, ensuring HIPAA compliance and deep AWS integration
- Collaborated with AWS and partner teams to integrate managed services and accelerate platform development
- Championed CDK usage across application tiers, designing IaC patterns for teams to consume and interact with the platform
- Implemented CI/CD pipelines for mobile apps, automating TestFlight and App Store releases through Git, enabling self-serve deployments
- Trained and mentored product and mobile development teams on CDK, serverless architectures, and CI/CD workflows, fostering autonomy

### CyberGRX (now ProcessUnity) | Senior Platform Engineer | Dec 2018 - Jun 2020
https://processunity.com/
Led cloud-native CI/CD vision and implementation for AWS and Kubernetes
- Led vision on cloud-native CI/CD pipelines for AWS and Kubernetes
- Developed custom resource using CoreOS operator SDK for orchestrating blue/green deployments
- Redesigned build and deploy process that dramatically improved team productivity
- Mentored software engineers in best practices for building and deploying software
- Grew into Staff Engineer role by owning large-scope initiatives, collaborating with the Tech Lead to drive interactions across the organization and unblock progress

### Cardfree | Senior Cloud Platform Engineer | Jan 2018 - Dec 2018
Managed large-scale PCI-compliant C# installation in AWS
- Managed a large-scale PCI-compliant C# installation in AWS
- Architected hybrid AMI build and deploy platform using Packer and Vagrant, enabling consistent Windows and Linux EC2 deployments for C# and Ruby services
- Standardized infrastructure-as-code practices to pave the way for open-source .NET migration
- Developed and launched a structured PCI-compliant incident response program, replacing ad-hoc Slack alerts with a streamlined IR workflow without excessive paperwork

### Protectwise, Inc (Acquired by Verizon) | Senior DevOps Engineer | Aug 2016 - Jan 2018
Operated SRE for petabyte-scale data ingestion platform
- Managed SRE for massive scale data ingestion platform with thousands of Cassandra nodes and petabytes in S3
- Administered $10M+/yr production AWS environment using Infrastructure as Code

### Food Service Warehouse | DevOps Engineer | Jun 2015 - Mar 2016
Built Kubernetes clusters on vSphere using CoreOS technologies
- Implemented Kubernetes clusters on vSphere using CoreOS, fleet, etcd, and flannel
- Accelerated release cycles for Node.js services with container orchestration

### Mississippi State University | Software Developer | Jun 2010 - Jun 2014
Created grant proposals and custom software for research initiatives
- Created grant proposals to fund custom software for university research initiatives
- Developed software for tracking 'human sensors' through natural disasters including Hurricane Sandy

## Skills

### AI & Agent Engineering
MCP Servers & SDKs, Agent Orchestration & Sandboxing, LLM Integration, Agent-Native Product Design, Agent Memory, LangChain

### Cloud Infrastructure
AWS, Kubernetes (EKS, GKE, k3s), Terraform, Tailscale, Cloudflare, Infrastructure as Code

### GitOps & CI/CD
Flux CD, ArgoCD, Argo Workflows, Github Actions, SOPS, Continuous Deployment

### Programming Languages
TypeScript, Javascript, Python, Go, Bash, Dart

### Data & Storage
PostgreSQL, Redis, Cassandra, DynamoDB, S3-compatible Object Storage, MongoDB

### Distributed Systems
Kafka, RabbitMQ, AWS IoT, Event-Driven Architecture

### Observability
Prometheus, Grafana, Loki, Pagerduty, CloudWatch, Product Analytics

### Product Engineering
Data-driven Iteration, Feature Development, User Feedback Loops, MVP Development, Product Analytics

### Product & Business
Roadmapping, Customer Discovery, P&L Management, Go-to-Market Strategy, Fundraising

## Projects

### Production-Grade Homelab
https://jakegaylor.com/homelab/
A three-node k3s cluster on M4 Mac minis serving production traffic from home — GitOps-managed, fully observable, photo tour included
- Flux CD reconciles every manifest from git; secrets live encrypted in-repo with SOPS + age
- Tailscale WireGuard mesh between Lima VMs with direct LAN paths; Traefik, cert-manager, and oauth2-proxy at the edge
- Longhorn replicated block storage, Garage S3, CloudNativePG, and Prometheus/Grafana/Loki with alerts pushed to my phone

### MCP Working Group Contributions
https://github.com/jhgaylor
Active participant in Model Context Protocol (MCP) community development
- Member of the MCP Hosting Working Group
- Developed strategies for deploying and running MCP servers at scale
- Contributed to Dart SDK, Express tool for binding to MCP servers
- Developed various MCP servers (Hirebase, Candidate Job Search, Text Extraction)
- Created GitOps tool for MCP deployments
- Operate publicly available MCP servers for community testing

### CareerFlick LLM-Driven Mobile App
Developed a mobile application with a Tinder-like LLM interface
- Built intuitive swipe-based interface for interacting with LLMs
- Implemented AI-driven content generation and response system
- Created responsive mobile-first user experience

### Hirebase MCP Server
https://github.com/jhgaylor/hirebase-mcp
A Python MCP server for Hirebase.org's API
- Built a Python-based Model Context Protocol (MCP) server for searching jobs on Hirebase.org
- Dockerized the service and set up GitOps CI/CD pipelines for automated builds and releases

### Express MCP Handler
https://github.com/jhgaylor/express-mcp-handler
Package to simplify MCP handling in Express.js
- Developed Express middleware in TypeScript to streamline MCP request handling
- Authored full type definitions and robust error handling for production-grade reliability
- Configured CI/CD pipelines to automate code validation and package publishing

### Node Candidate MCP Server
https://github.com/jhgaylor/node-candidate-mcp-server
A TypeScript library to build customizable candidate MCP servers
- Authored a reusable library enabling developers to integrate their own candidate data into MCP flows
- Published as an npm package for easy adoption and extension by other teams

### mcp_dart
https://github.com/leehack/mcp_dart
Dart SDK implementation of the Model Context Protocol (MCP)
- Contributed stream based support for in-process MCP servers
- Add support for running MCP servers in flutter apps
- Authored Dart examples to accelerate SDK adoption

## References

"Jake is a force for good unlike any other. He migrated our infra to a cheaper and more scalable system, crafted a CI pipeline that accelerated deploys by 30x, and taught the whole company how to make data-driven decisions by building and showcasing an entire product analytics stack. And that was just his first 6 months." - Aaron Biller, Director of Platform Engineering, Cloaked

"I watched Jake redo a build and deploy process over the span of 3 days, whip up a presentation, and get every engineer in the org up to speed using it to deploy new services, a moment I'll never forget because our productivity EXPLODED afterwards." - Stephen Bapple, Software Engineer, CyberGRX

"I also wanted to second (third? Fourth?) Jake's skills here. I don't have anything unique to add as everyone else has already covered it, but this man will help you achieve what you need." - Senior Platform Engineer, Inception Health

"Jake worked in the pit with [the operations team] and everyday came in with killer energy. Everyone else told us how to work around problems. Jake built us better tools." - Magician, Magic

"Jake was instrumental in building our cloud-native security platform. His technical leadership helped shape our architecture and team practices." - DevOps Engineer, Protectwise

Under the hood

This site speaks two open agent protocols: the Model Context Protocol for AI assistants a human has configured, and Agent2Agent (A2A) for autonomous agents that discover the agent card on their own. The MCP server is open source: @jhgaylor/candidate-mcp-server.

Tools — actions your assistant can take

assess_role_fit

Assesses my fit for a specific role from a job title, full job description, and key requirements.

generate_interview_questions

Generates tailored questions by interview type — phone screen, technical, behavioral, system design, or culture fit — focused on the areas you choose.

contact_candidate

Sends me an email with your subject, message, and reply address. Your assistant drafts it, you review it, the server delivers it.

get_resume_text / get_resume_url

Returns my resume as plain text, or a URL to the hosted copy: https://jakegaylor.com/resume/.

get_github_url / get_linkedin_url / get_website_url

Return my profile links:

get_website_text

Returns the content of my personal website as text, for assistants that can't browse.

get_candidate_preferences

Structured screening data as JSON: target roles, level, location, relocation, remote preference, work authorization, compensation range, availability, and machine-readable resume links.

get_availability / book_intro_call

Live open slots from my calendar, and a booking tool for a 30-minute intro call. Bookings are pending until I confirm; the attendee gets the outcome by email. Humans can book at cal.jakegaylor.com.

Resources & prompts — data it can read

candidate-info://resume-text

# Jake Gaylor ## Senior / Staff Engineer & Engineering Leader | I build systems a stranger can run on day one [email protected] | 720.453.3994 | https://jakegaylor.com | https://github.com/jhgaylor | https://www.linkedin.com/in/jhgaylor/ Boston, MA · will relocate ## Summary I build systems a stranger can run on day one. 15+ years across SaaS, AI, infrastructure, and IoT, with a core of delivery: finding what slows a team down, rebuilding it into tools the whole team uses, and putting real metrics in place so decisions stop being guesses. Lately deep in AI, riding the whole arc: from smart line changes in Cursor, to agentic coding with Claude Code, to building frameworks that operate fleets of coding agents. Along the way: internal coding bots at Block Party, autonomous agents at Cloaked, and Ravi, a funded agent-native SaaS. ## Professional Experience ### Ravi | Co-Founder | Jan 2026 - May 2026 https://ravi.id Cofounded an agent-native SaaS that lets AI agents manage their own accounts and secrets. - Raised a $400K pre-seed from South Park Commons - Grew to hundreds of users - Shipped the product end to end: a web SaaS and a cross-platform Flutter mobile app on the Apple App Store, built on prototypes started in 2024 - Designed agent-native account, secret, and 2FA management so AI agents can operate their own identities ### Block Party (acquired by DeleteMe) | Staff Software Engineer | May 2025 - Jan 2026 https://www.blockpartyapp.com/ Built internal AI and developer tooling for the engineering org, including the framework behind the company's internal coding bots, until Block Party was acquired by DeleteMe in January 2026. - Designed and built the framework behind the company's internal AI coding bots ### Cloaked Inc | Staff Platform Engineer → Staff Product Engineer | Sep 2022 - May 2025 https://cloaked.app Started in platform engineering (AWS EKS migration, GitOps CI/CD, compliance), then moved into product, building autonomous AI agents and a cross-functional ideation portal that drove a sticky, AI-powered onboarding experience. - Built a GitOps-based CI/CD pipeline that accelerated deployments by 30x - Led the migration from legacy PaaS to AWS EKS, with a multi-account model meeting SOC2, ISO 27001, and 27701 compliance - Built an end-to-end product-analytics stack that enabled data-driven decisions across the company - Built autonomous AI agents with LangChain to automate user account management (auto change password, login, and email) - Turned those AI agents into a core fundraising narrative and a sticky, AI-powered onboarding experience that boosted adoption and retention - Launched a cross-functional ideation portal connecting design, product, engineering, and executives with transparent status tracking ### The Onward Store Steakhouse | Owner / Co-GM | Oct 2021 - Jan 2024 Owned and managed a full-service steakhouse with 7 staff, generating $500K in annual revenue and overseeing P&L, operations, and vendor relations. - Led a team of 7 employees, handling recruitment, training, scheduling, and performance management. - Directed all facets of business operations, achieving $500K in annual revenue through strategic inventory management and cost control. - Designed and implemented operational processes for facility maintenance, vendor partnerships, and quality assurance, driving consistent customer satisfaction. - Managed P&L, budgets, and financial reporting, optimizing expenses and improving profit margins. - Executed marketing and community engagement initiatives to increase local brand awareness and repeat patronage. ### Inception Health | Staff SWE in Developer Experience | Jun 2020 - Jun 2022 Architected AWS CDK infrastructure and tooling for HIPAA-compliant patient care microservices - Led delivery of AWS CDK infrastructure for patient care microservices platform, ensuring HIPAA compliance and deep AWS integration - Collaborated with AWS and partner teams to integrate managed services and accelerate platform development - Championed CDK usage across application tiers, designing IaC patterns for teams to consume and interact with the platform - Implemented CI/CD pipelines for mobile apps, automating TestFlight and App Store releases through Git, enabling self-serve deployments - Trained and mentored product and mobile development teams on CDK, serverless architectures, and CI/CD workflows, fostering autonomy ### CyberGRX (now ProcessUnity) | Senior Platform Engineer | Dec 2018 - Jun 2020 https://processunity.com/ Led cloud-native CI/CD vision and implementation for AWS and Kubernetes - Led vision on cloud-native CI/CD pipelines for AWS and Kubernetes - Developed custom resource using CoreOS operator SDK for orchestrating blue/green deployments - Redesigned build and deploy process that dramatically improved team productivity - Mentored software engineers in best practices for building and deploying software - Grew into Staff Engineer role by owning large-scope initiatives, collaborating with the Tech Lead to drive interactions across the organization and unblock progress ### Cardfree | Senior Cloud Platform Engineer | Jan 2018 - Dec 2018 Managed large-scale PCI-compliant C# installation in AWS - Managed a large-scale PCI-compliant C# installation in AWS - Architected hybrid AMI build and deploy platform using Packer and Vagrant, enabling consistent Windows and Linux EC2 deployments for C# and Ruby services - Standardized infrastructure-as-code practices to pave the way for open-source .NET migration - Developed and launched a structured PCI-compliant incident response program, replacing ad-hoc Slack alerts with a streamlined IR workflow without excessive paperwork ### Protectwise, Inc (Acquired by Verizon) | Senior DevOps Engineer | Aug 2016 - Jan 2018 Operated SRE for petabyte-scale data ingestion platform - Managed SRE for massive scale data ingestion platform with thousands of Cassandra nodes and petabytes in S3 - Administered $10M+/yr production AWS environment using Infrastructure as Code ### Food Service Warehouse | DevOps Engineer | Jun 2015 - Mar 2016 Built Kubernetes clusters on vSphere using CoreOS technologies - Implemented Kubernetes clusters on vSphere using CoreOS, fleet, etcd, and flannel - Accelerated release cycles for Node.js services with container orchestration ### Mississippi State University | Software Developer | Jun 2010 - Jun 2014 Created grant proposals and custom software for research initiatives - Created grant proposals to fund custom software for university research initiatives - Developed software for tracking 'human sensors' through natural disasters including Hurricane Sandy ## Skills ### AI & Agent Engineering MCP Servers & SDKs, Agent Orchestration & Sandboxing, LLM Integration, Agent-Native Product Design, Agent Memory, LangChain ### Cloud Infrastructure AWS, Kubernetes (EKS, GKE, k3s), Terraform, Tailscale, Cloudflare, Infrastructure as Code ### GitOps & CI/CD Flux CD, ArgoCD, Argo Workflows, Github Actions, SOPS, Continuous Deployment ### Programming Languages TypeScript, Javascript, Python, Go, Bash, Dart ### Data & Storage PostgreSQL, Redis, Cassandra, DynamoDB, S3-compatible Object Storage, MongoDB ### Distributed Systems Kafka, RabbitMQ, AWS IoT, Event-Driven Architecture ### Observability Prometheus, Grafana, Loki, Pagerduty, CloudWatch, Product Analytics ### Product Engineering Data-driven Iteration, Feature Development, User Feedback Loops, MVP Development, Product Analytics ### Product & Business Roadmapping, Customer Discovery, P&L Management, Go-to-Market Strategy, Fundraising ## Projects ### Production-Grade Homelab https://jakegaylor.com/homelab/ A three-node k3s cluster on M4 Mac minis serving production traffic from home — GitOps-managed, fully observable, photo tour included - Flux CD reconciles every manifest from git; secrets live encrypted in-repo with SOPS + age - Tailscale WireGuard mesh between Lima VMs with direct LAN paths; Traefik, cert-manager, and oauth2-proxy at the edge - Longhorn replicated block storage, Garage S3, CloudNativePG, and Prometheus/Grafana/Loki with alerts pushed to my phone ### MCP Working Group Contributions https://github.com/jhgaylor Active participant in Model Context Protocol (MCP) community development - Member of the MCP Hosting Working Group - Developed strategies for deploying and running MCP servers at scale - Contributed to Dart SDK, Express tool for binding to MCP servers - Developed various MCP servers (Hirebase, Candidate Job Search, Text Extraction) - Created GitOps tool for MCP deployments - Operate publicly available MCP servers for community testing ### CareerFlick LLM-Driven Mobile App Developed a mobile application with a Tinder-like LLM interface - Built intuitive swipe-based interface for interacting with LLMs - Implemented AI-driven content generation and response system - Created responsive mobile-first user experience ### Hirebase MCP Server https://github.com/jhgaylor/hirebase-mcp A Python MCP server for Hirebase.org's API - Built a Python-based Model Context Protocol (MCP) server for searching jobs on Hirebase.org - Dockerized the service and set up GitOps CI/CD pipelines for automated builds and releases ### Express MCP Handler https://github.com/jhgaylor/express-mcp-handler Package to simplify MCP handling in Express.js - Developed Express middleware in TypeScript to streamline MCP request handling - Authored full type definitions and robust error handling for production-grade reliability - Configured CI/CD pipelines to automate code validation and package publishing ### Node Candidate MCP Server https://github.com/jhgaylor/node-candidate-mcp-server A TypeScript library to build customizable candidate MCP servers - Authored a reusable library enabling developers to integrate their own candidate data into MCP flows - Published as an npm package for easy adoption and extension by other teams ### mcp_dart https://github.com/leehack/mcp_dart Dart SDK implementation of the Model Context Protocol (MCP) - Contributed stream based support for in-process MCP servers - Add support for running MCP servers in flutter apps - Authored Dart examples to accelerate SDK adoption ## References "Jake is a force for good unlike any other. He migrated our infra to a cheaper and more scalable system, crafted a CI pipeline that accelerated deploys by 30x, and taught the whole company how to make data-driven decisions by building and showcasing an entire product analytics stack. And that was just his first 6 months." - Aaron Biller, Director of Platform Engineering, Cloaked "I watched Jake redo a build and deploy process over the span of 3 days, whip up a presentation, and get every engineer in the org up to speed using it to deploy new services, a moment I'll never forget because our productivity EXPLODED afterwards." - Stephen Bapple, Software Engineer, CyberGRX "I also wanted to second (third? Fourth?) Jake's skills here. I don't have anything unique to add as everyone else has already covered it, but this man will help you achieve what you need." - Senior Platform Engineer, Inception Health "Jake worked in the pit with [the operations team] and everyday came in with killer energy. Everyone else told us how to work around problems. Jake built us better tools." - Magician, Magic "Jake was instrumental in building our cloud-native security platform. His technical leadership helped shape our architecture and team practices." - DevOps Engineer, Protectwise

candidate-info://website-text

Jake Gaylor Hire me as… Kubernetes Engineer AWS Specialist Platform Engineer DevOps Engineer SRE AI Engineer Engineering Leader The Whole Resume Projects Homelab Blog Senior · Staff Engineer I build systems a stranger can run. Nothing I build needs me in the room. New teammates, human or agent, ship on day one. View Resume Email Me Boston, MA · open to relocation · text me at 720.453.3994 The receipts The headline comes from Accessible Ops, a spec I co-authored. 30x faster deploys at Cloaked A GitOps pipeline, built in my first 6 months. 3 days to retrain an org Every CyberGRX engineer shipping on a new deploy process. $10M+/yr of production AWS Petabyte scale at Protectwise, acquired by Verizon. Since 2015 production Kubernetes CoreOS and fleet, before kubeadm existed. $500K/yr revenue at the steakhouse I owned A team of 7, my name on the P&L. 100% agent-written code I built an agent orchestrator, Fountain, that runs my agent fleet and ships under its own GitHub account. Live right now My house serves production A GitOps k3s cluster with alerts to my phone. Photo tour included. Live right now This site is an agent Send your screening agent. ai.jakegaylor.com is expecting it. acquired Protectwise staff engineer, 2022–2025 acquired Block Party when it was CyberGRX SOUTH PARK COMMONS backed Ravi “Jake is a force for good unlike any other. He migrated our infra to a cheaper and more scalable system, crafted a CI pipeline that accelerated deploys by 30x, and taught the whole company how to make data-driven decisions by building an entire product analytics stack. And that was just his first 6 months.” Aaron Biller, Director of Platform Engineering, Cloaked © 2026 Jake Gaylor. All rights reserved. This page now lives at jakegaylor.com.

candidate-info://*-url

Resume, LinkedIn, GitHub, and website URLs, exposed as individual resources (resume-url, linkedin-url, github-url, website-url).

Built-in prompts

Ready-made starting points your MCP client can surface directly: evaluate_job_fit, generate_phone_screen, get_candidate_background, summarize_career_highlights, assess_tech_proficiency, assess_product_collaboration, and assess_startup_fit.

A2A skills — what an autonomous agent gets, no configuration required

about-jake

Answers questions about my experience using a small language model grounded strictly in my resume and bio. Falls back to returning the complete resume if the model is unavailable.

assess-role-fit

Send a job description and get an honest fit assessment: a direct verdict, strengths with cited resume evidence, gaps named plainly, and suggested interview questions.

candidate-preferences

Structured screening data as JSON: role types, level, location, relocation, remote preference, work authorization, compensation range, and machine-readable resume links.

schedule-intro-call

Ask about availability to get live slots from my calendar, then BOOK: <slot> | <email> | <name> books a 30-minute intro call. Bookings are pending until I confirm; the booker gets the outcome by email. Humans can book at cal.jakegaylor.com.

contact-jake

Messages starting with CONTACT: are delivered to my inbox by email. Include a reply address.

connect-via-mcp

Returns onboarding instructions for this MCP server, so an agent that found me over A2A can hand its human the richer tool interface.

Let your assistant run the first screen.

Connect it, paste your job description, and find out in minutes whether we should talk. If the answer is yes — it knows how to reach me.

Email Me View Resume jakegaylor.com