Boosting Code Development With Ai Tools Lessons From The Trenches

By switzerlandersing On Sep 13, 2025

Boosting Code Development With AI Tools: Lessons From The Trenches

Boosting Code Development With AI Tools: Lessons From The Trenches In this article, i’ll share my experience, insights, and a cautionary tale about the pitfalls of overreliance on ai. our journey began with a workshop focused on writing better prompts for ai. Discover what yeti’s 2025 ai hackathon revealed about the power—and limits—of no code ai development tools. from rapid prototyping to unexpected roadblocks, explore key lessons learned during a one day vibecoding sprint.

Building Products With AI: Lessons From The Trenches

Building Products With AI: Lessons From The Trenches What's clear is that building effective agents isn't just about the ai models it's about the entire system architecture and how we combine ai capabilities with traditional software engineering. What is an ai for programmers? how i chose the best ai for programmers tools the top ai for programmers tools at a glance 5 best ai for programmers to boost your workflow 1. github copilot 2. cursor 3. augment code 4. gemini code assist 5. aider what about the ai that understands your internal docs? key factors to consider when choosing a tool the future is collaborative: ai as your. In this blog, we’ll unpack the key findings, explore why some developers adopted ai faster than others, and discuss what this means for the future of software development. We'll use the latest and best development tools and jump into the trenches, building stuff and discussing and learning as we go. these techniques will reduce your time from idea to working code, which is a nice feeling.

AI In The Trenches: Turning Potential Into Practice

AI In The Trenches: Turning Potential Into Practice In this blog, we’ll unpack the key findings, explore why some developers adopted ai faster than others, and discuss what this means for the future of software development. We'll use the latest and best development tools and jump into the trenches, building stuff and discussing and learning as we go. these techniques will reduce your time from idea to working code, which is a nice feeling. In this talk, we’ll explore how llms can be applied to real world c systems code, including performance tuning, low level debugging, refactoring, and code generation. we’ll look at real world projects examples on both linux and on windows, and we’ll explore how they were built leveraging llms!. Our application combines the use of rag with a finetuned open source llm. additionally, our system, which we call tree rag (t rag), uses a tree structure to represent entity hierarchies within the organization. Successful ai automation starts with wireframing and visualizing your processes before touching any tools. this isn’t just good practice—it’s essential for managing complexity as your systems grow. break everything down into modular, sequential tasks. your workflow should read like a well structured recipe, not a tangled mess of dependencies. In this episode of hidden layers, ron green and steve meier dive into the intricate world of artificial intelligence, reflecting on their experiences over the past six years at kungfu.ai.

Best AI Developer Tools For Efficient Coding | Top AI Tools

Best AI Developer Tools For Efficient Coding | Top AI Tools In this talk, we’ll explore how llms can be applied to real world c systems code, including performance tuning, low level debugging, refactoring, and code generation. we’ll look at real world projects examples on both linux and on windows, and we’ll explore how they were built leveraging llms!. Our application combines the use of rag with a finetuned open source llm. additionally, our system, which we call tree rag (t rag), uses a tree structure to represent entity hierarchies within the organization. Successful ai automation starts with wireframing and visualizing your processes before touching any tools. this isn’t just good practice—it’s essential for managing complexity as your systems grow. break everything down into modular, sequential tasks. your workflow should read like a well structured recipe, not a tangled mess of dependencies. In this episode of hidden layers, ron green and steve meier dive into the intricate world of artificial intelligence, reflecting on their experiences over the past six years at kungfu.ai.

AI-Driven Development

AI-Driven Development Successful ai automation starts with wireframing and visualizing your processes before touching any tools. this isn’t just good practice—it’s essential for managing complexity as your systems grow. break everything down into modular, sequential tasks. your workflow should read like a well structured recipe, not a tangled mess of dependencies. In this episode of hidden layers, ron green and steve meier dive into the intricate world of artificial intelligence, reflecting on their experiences over the past six years at kungfu.ai.

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