Building the Future with AI Agents & MCP on Meshack Mogire

Crafted Edge Solutions

meshackmogire254@gmail.com (Meshack Mogire) — Wed, 21 Jan 2026 00:00:00 +0000

Full-stack consultancy platform powering Crafted Edge Solutions Kenya — featuring a Wagtail CMS, client dashboards, analytics, and a blog engine.

Step Up Connect

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A production-style youth growth platform featuring a FastAPI backend, JWT authentication, and AI-powered job/skill generation.

CraftedEdge POS

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A robust Point-of-Sale solution for local minimarts featuring Django backend, PostgreSQL, and a modern Tailwind CSS interface.

ServiceScout

meshackmogire254@gmail.com (Meshack Mogire) — Mon, 02 Feb 2026 00:00:00 +0000

SEO-first local service aggregator that connects users with vetted service providers across Nairobi — with dynamic landing pages and smart lead capture.

Kenya Scraper Platform

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 16 Oct 2025 00:00:00 +0000

Production-grade ethical web scraping engine for Kenyan websites — with automatic robots.txt compliance, Playwright-based rendering, and Kubernetes-ready deployment.

JPF Stretch Hub

meshackmogire254@gmail.com (Meshack Mogire) — Wed, 21 Jan 2026 00:00:00 +0000

Booking, payment, and user management platform for a stretching and fitness studio — built with Django, React, and Celery.

Local AI Context & MCP

meshackmogire254@gmail.com (Meshack Mogire) — Sat, 14 Feb 2026 00:00:00 +0000

Implementing and integrating the Model Context Protocol (MCP) to connect local data sources with Large Language Models. Focuses on tool development and capability testing for local models like DeepSeek and Llama 3.

My Local Cloud (Homelab)

meshackmogire254@gmail.com (Meshack Mogire) — Fri, 13 Feb 2026 00:00:00 +0000

A production-grade homelab environment serving as a proving ground for DevOps practices. Features secure reverse routing via Traefik, container orchestration with Portainer, and comprehensive monitoring.

Kenya B2B Leads 2026

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A data-driven business intelligence project providing segmented leads and sales roadmaps for the Kenyan B2B market.

JPF Stretch Hub (CMS Edition)

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A robust CMS-driven implementation of the fitness studio platform using Wagtail for content management and Django REST Framework for API integration.

FreshSpin Laundry

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A modern, high-performance service website for a laundry business, emphasizing UI/UX, responsiveness, and clear calls to action.

Kenya Realty

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A premium real estate platform for Nairobi and the wider Kenyan market, focusing on luxury residential and high-value commercial properties.

The Artisan Bakery & Cafe

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

A visually appealing digital presence for a premium Nairobi-based artisan bakery, focusing on product presentation and order facilitation.

Glowify Baby Stores

meshackmogire254@gmail.com (Meshack Mogire) — Sat, 15 Feb 2025 00:00:00 +0000

A deep-dive technical audit and renovation of a Shopify Plus store, focusing on performance optimization, liquid theme customization, and conversion rate optimization (CRO).

Scaling from Lead Engineer to CTO: Navigating the Kenyan Tech Landscape

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 19 Feb 2026 00:00:00 +0000

Building Production Django Apps: Lessons from Shipping Real Products

meshackmogire254@gmail.com (Meshack Mogire) — Sun, 15 Feb 2026 00:00:00 +0000

Hard-won lessons from deploying Django applications for real businesses — covering project structure, Docker workflows, database choices, and the mistakes that taught me the most.

Visualizing Agentic Workflows with Mermaid

meshackmogire254@gmail.com (Meshack Mogire) — Sun, 15 Feb 2026 00:00:00 +0000

A deep dive into using Mermaid.js for documenting autonomous AI agent workflows and system architecture. Includes live diagram examples.

Mastering Python Async: Beyond Basic Coroutines

meshackmogire254@gmail.com (Meshack Mogire) — Sat, 14 Feb 2026 00:00:00 +0000

Asyncio isn’t just async and await. Learn how to build high-concurrency applications using Python’s modern async features.

Running Local LLMs with Ollama: A Developer's Guide

meshackmogire254@gmail.com (Meshack Mogire) — Fri, 13 Feb 2026 00:00:00 +0000

Stop paying for API credits. Learn how to run state-of-the-art Large Language Models on your own hardware using Ollama.

Docker: Stop Saying 'It Works on My Machine'

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 12 Feb 2026 00:00:00 +0000

Containers are the standard unit of software delivery. This guide covers Dockerfiles, Compose, and best practices for Python/Node apps.

Why Every Developer Should Learn Linux

meshackmogire254@gmail.com (Meshack Mogire) — Wed, 11 Feb 2026 00:00:00 +0000

From file permissions to piping commands, Linux proficiency is the difference between a junior and a senior engineer.

The HTMX Revolution: Building SPAs with Pure Django

meshackmogire254@gmail.com (Meshack Mogire) — Tue, 10 Feb 2026 00:00:00 +0000

HTMX allows you to access AJAX, CSS Transitions, WebSockets and Server Sent Events directly in HTML, using attributes.

PostgreSQL Performance: Indexing Strategies

meshackmogire254@gmail.com (Meshack Mogire) — Mon, 09 Feb 2026 00:00:00 +0000

Database performance isn’t magic. It’s about data structures. Learn how to optimize your Postgres queries.

Git Workflows: Trunk-Based Development vs GitFlow

meshackmogire254@gmail.com (Meshack Mogire) — Sun, 08 Feb 2026 00:00:00 +0000

Should you use GitFlow or Trunk-Based Development? We analyze the pros and cons of modern version control strategies.

Django vs FastAPI: Choosing the Right Python Framework in 2026

meshackmogire254@gmail.com (Meshack Mogire) — Sat, 07 Feb 2026 00:00:00 +0000

Django offers speed of development. FastAPI offers speed of execution. Which one fits your project?

Traefik: The Cloud-Native Edge Router

meshackmogire254@gmail.com (Meshack Mogire) — Fri, 06 Feb 2026 00:00:00 +0000

Say goodbye to manually editing Nginx configs. Traefik listens to your Docker socket and routes traffic automatically.

The Joy of Homelabbing: Owning Your Infrastructure

meshackmogire254@gmail.com (Meshack Mogire) — Thu, 05 Feb 2026 00:00:00 +0000

Stop renting everything from AWS. Building a homelab teaches you networking, virtualization, and system administration limits.

System Design: Scaling to 1 Million Users

meshackmogire254@gmail.com (Meshack Mogire) — Wed, 04 Feb 2026 00:00:00 +0000

Load balancers, caching, database sharding, and CDNs. The missing guide to system architecture.

The Senior Engineer Mindset: It's Not About Code

meshackmogire254@gmail.com (Meshack Mogire) — Tue, 03 Feb 2026 00:00:00 +0000

Crossing the chasm from Junior to Senior isn’t about memorizing algorithms. It’s about ownership, communication, and risk management.

Microservices vs Monolith: The Honest Truth

meshackmogire254@gmail.com (Meshack Mogire) — Mon, 02 Feb 2026 00:00:00 +0000

Microservices are not a default. They are a solution to organizational scaling problems, not technical ones.

Understanding Database Isolation Levels

meshackmogire254@gmail.com (Meshack Mogire) — Sun, 01 Feb 2026 00:00:00 +0000

If you don’t understand isolation levels, your financial application has a race condition. Guaranteed.

Automating My Life with Python

meshackmogire254@gmail.com (Meshack Mogire) — Fri, 30 Jan 2026 00:00:00 +0000

Real-world examples of automation scripts I run daily. Includes code snippets and Asciinema demo.

Privacy Policy

meshackmogire254@gmail.com (Meshack Mogire) — Sat, 15 Feb 2025 00:00:00 +0000

Why I Chose Blowfish for My Portfolio

meshackmogire254@gmail.com (Meshack Mogire) — Sat, 15 Feb 2025 00:00:00 +0000

About Me

meshackmogire254@gmail.com (Meshack Mogire) — Mon, 01 Jan 0001 00:00:00 +0000

Expert Engineering Consultation Services

meshackmogire254@gmail.com (Meshack Mogire) — Mon, 01 Jan 0001 00:00:00 +0000

Terms of Service

meshackmogire254@gmail.com (Meshack Mogire) — Mon, 01 Jan 0001 00:00:00 +0000