Cultivating Intentional Agent Networks

Cultivating Intentional Agent Networks

  • Jake Ruesink
  • AI
  • 06 Mar, 2026

This project started with a missing tool. Our team used to rely heavily on Codegen, a platform that connected our workflows across GitHub, Slack, Linear, and our codebase. It wasn’t just an AI coding

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The Top Skill Engineers Should Be Developing Right Now

The Top Skill Engineers Should Be Developing Right Now

  • Jake Ruesink
  • AI
  • 05 Mar, 2026

AI has dramatically changed how software gets written. Code generation is fast. Ideas can become implementations in minutes. Entire features can appear with a few prompts. But this speed introduces

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How to Avoid AI Slop in Your Pull Requests

How to Avoid AI Slop in Your Pull Requests

  • Jake Ruesink
  • AI
  • 19 Dec, 2025

Coding with AI is the new normal. Reviewing AI-written code is the new bottleneck. The problem isn’t necessarily that AI writes bad code. It’s that it often writes blurry code, code that technically

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From Discovery to Delivery: An AI Forward Product Team

From Discovery to Delivery: An AI Forward Product Team

  • Jake Ruesink
  • AI
  • 24 Aug, 2025

AI is changing how product teams work, from the way we discover opportunities to how we deliver features. The fastest teams today are AI forward: they use AI to validate ideas quickly, generate workin

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From Slack to Shipped - How I Build Features with AI Agents

From Slack to Shipped - How I Build Features with AI Agents

  • Jake Ruesink
  • AI
  • 11 Aug, 2025

Modern AI tools are transforming how we write, review, and ship code — but the real magic happens when you connect them into a structured, repeatable workflow. In this post, I’ll walk through the

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Context Building: The Art of Layered AI Problem Solving

Context Building: The Art of Layered AI Problem Solving

  • Jake Ruesink
  • AI
  • 25 Jul, 2025

In the rapidly evolving landscape of AI-assisted development, a powerful methodology is emerging that goes far beyond simple prompt engineering. Context Building represents a systematic approach to pr

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🤖 My First Multi-Agent AI Coding Session: How an Hour of Agentic Magic Transformed My Workflow

🤖 My First Multi-Agent AI Coding Session: How an Hour of Agentic Magic Transformed My Workflow

  • Jake Ruesink
  • AI
  • 04 Jun, 2025

A couple of weeks ago, I wanted to test the bounds of agentic AI development workflows just as a fun exploration. I’d seen plenty of demos and played with a few basic examples, but this was my first r

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📋 Comprehensive Cursor Rules Best Practices Guide

📋 Comprehensive Cursor Rules Best Practices Guide

  • Jake Ruesink
  • AI
  • 29 May, 2025

If you want your AI coding assistant to actually “get” your project, great rules are non-negotiable. But writing effective Cursor rules isn’t just about dumping a list of do’s and don’ts—it’s about st

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Speed Coding an AI Chatbot at Remix Austin

Speed Coding an AI Chatbot at Remix Austin

  • Jake Ruesink
  • AI
  • 03 Apr, 2025

I joined the Remix Austin meetup, hosted at HEB Digital’s downtown office, for a unique event called “Remix Rodeo.” The concept: form a team, pick an idea, and build something impressive in just o

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Is Codegen the Future of Coding? 🛠️

Is Codegen the Future of Coding? 🛠️

  • Jake Ruesink
  • AI
  • 20 Mar, 2025

Software development has always evolved, from hand-written assembly code to powerful frameworks and libraries that streamline work. Now, AI-powered code generation is taking center stage, and tools li

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From Prompts to Prototypes: Learning the AI Development Process

From Prompts to Prototypes: Learning the AI Development Process

  • Jake Ruesink
  • AI
  • 18 Feb, 2025

Some friends in a coding chat I'm part of were asking about how to get better at AI-driven coding. They were wondering if the issues they were facing stemmed from a skill gap, poor prompts, a lack of

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