For anyone currently keeping tabs or coming here from links: I’m currently posting primarily on substack here. However, the posts will eventually make it back as this is my preferred archival spot.

The rule of three suggests that if you encounter the same pattern for the third time in your code, you should refactor it into a reusable abstraction. The same thing applies in programming language theory. When you find that you are doing the same thing for the third time, it is probably a good idea to stop and think - is there a general pattern? Figure 1. Auto-completion list showing possible operations in The Gamma In my PhD thesis on context-aware computations, I did exactly this. When we realised th[...]

Building Evolua, an AI-powered code reviewer, taught us a lot about balancing cost, performance, and developer experience. While selecting the right LLM and crafting prompts is important, the real challenge lies in handling large PRs, mitigating model limitations, and ensuring a smooth user experience. In this post, we break down our architecture, why we chose Bedrock, and key lessons learned - like why the LLM is actually the easy part. If you're using AI to write code, Evolua can help catch bad code befo[...]

"High cohesion, low coupling" is one of the most cited, and yet, most misunderstood principles in software engineering. So in this short post, let's explain their difference with a few easy-to-understand examples. The post Cohesion vs. Coupling appeared first on theburningmonk.com.

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