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Brun3y/README.md

Edgar Bruney — Agentic AI Engineer · Cloud Architect · Quantum Explorer

LinkedIn Medium X Views


Tech Stack

Core   Java TypeScript Python Node.js React

Cloud   IBM Cloud AWS GCP Docker Linux

AI Lab   Watson BeeAI Gemini Claude


Professional Journey

Edgar Bruney is an experienced engineer at IBM's CIO Organization in Zapopan, Jalisco, Mexico, specializing in translating research-grade AI into production systems. A GitHub member since 2013, he has built a career focused on cutting-edge technology implementation and open-source contribution.

Currently working at the intersection of agentic AI development and cloud architecture, Edgar designs and implements multi-agent pipelines using frameworks like BeeAI, CrewAI, and LangGraph. His work spans from concept to deployed REST APIs, with a focus on practical applications that solve real-world problems.

Technical Expertise

Edgar holds multiple industry certifications:

  • IBM Generative & Agentic AI Expert Developer
  • AWS Serverless Badge Holder
  • Hybrid Cloud Microservices Architect

His technical stack includes:

  • AI/ML Frameworks: BeeAI, CrewAI, LangGraph, AgentStack SDK, A2A protocol
  • Cloud Platforms: IBM Cloud, AWS, multi-cloud architecture
  • Quantum Computing: Qiskit experiments and community contributions
  • Integration Technologies: REST API design, Docker containerization, Slack integration, Strava API, Google Fit API

Featured Projects

Strava Agent (5⭐, 1 fork) — An advanced conversational AI system built with BeeAI framework and AgentStack SDK that analyzes athletic performance directly from the Strava API. This personal project helped improve his 5K running time toward sub-21 minutes, demonstrating the practical application of AI in personal fitness optimization.

IBM Bob Shell Harness — A Dockerized harness running IBM's Bob Shell headless in unrestricted mode, exposed via REST API with Slack integration for autonomous AI operations. This project showcases expertise in containerization and API development.

X Trends Agent — A trend-analysis agent implemented across three different frameworks (BeeAI, CrewAI, LangGraph), demonstrating framework-agnostic agent engineering capabilities and deep understanding of different AI architectures.

Qiskit Translations — Active contributor to Qiskit documentation translation project, supporting the global quantum computing community and making quantum computing more accessible worldwide.

Beyond Code

Edgar is actively engaged in the tech community:

  • Co-organizing quantum computing meetups in Guadalajara, with 60+ attendees at the inaugural session
  • Writing on Medium about AI agents, athletic performance data, and cloud tooling
  • Open-source contributions across multiple projects, with 48 repositories and 46 starred projects
  • Community building with 12 followers and 28 following on GitHub

When stepping away from the screen, Edgar pursues his passion for running (actively training for a sub-21 minute 5K) and enjoys heavy music.

BeeAI · CrewAI · LangGraph  ·  IBM Cloud  ·  Qiskit  ·  Running  ·  Heavy Music


contribution snake

Open Source

  • IBM Bob Shell Harness — Dockerized harness that runs IBM's Bob Shell headless in unrestricted mode and exposes it over a REST API with Slack integration for autonomous AI operations.
  • Strava Agent (5⭐) — Advanced conversational AI system built with BeeAI framework and AgentStack SDK that analyzes athletic performance directly from the Strava API.
  • X Trends Agent — Same trend-analysis agent, three frameworks: BeeAI · CrewAI · LangGraph.
  • Qiskit Translations — Active contributor to Qiskit documentation translation, supporting the quantum computing community.

On Medium

I write on Medium about AI agents, athletic performance data, and cloud tooling.

How My AI Agent is Engineering a 5KM PR IBM Bob Shell + Skills.sh: Supercharging Your Personal AI
I Finally Got Positive Results Following My Strava AI Agent My Personal AI Agent for Strava

🏃 Fitness Stats (August 2026)

👟 Steps 🔥 Calories 📏 Distance ⏱️ Active Minutes
99,677 13,138 69.2 km 1,262

Updated automatically via Google Fit API


ℹ️ This profile information was collected by AI from publicly available sources and last updated on August 8, 2026.

Pinned Loading

  1. x_trends_agent_BeeAI x_trends_agent_BeeAI Public

    This Agent is an AI-powered conversational tool for accessing trends on X.

    Python 1

  2. Strava_Agent Strava_Agent Public

    The Strava Agent is an advanced conversational AI system designed to interact with the complete Strava API. Built on the BeeAI framework with the AgentStack SDK and A2A protocol support, this agent…

    Python 5 1

  3. IBM_Bob_Harness IBM_Bob_Harness Public

    Dockerized harness for IBM Bob Shell — runs Bob headless in an unrestricted YOLO mode and exposes it over a REST API with async jobs, live SSE streaming, and a verify-and-retry orchestration loop.

    Python 21 5

  4. quantum-lab-agent quantum-lab-agent Public

    Python

  5. Qiskit/qiskit-ibm-runtime Qiskit/qiskit-ibm-runtime Public

    IBM Client for Qiskit Runtime

    Python 235 218