Engineering practices, implementation details, and technical lessons from real projects. Written by the people doing the work.
AI implementation
Since the dawn of time, or the early 90s to be more precise, humanity has shared a strangely specific dream: the zero-click internet. No links. No tabs. No unwinnable battle against spam and pop-ups. Just ask…
AI implementation
I developed an AI-powered wildlife monitoring system that processes camera trap videos 17 times faster than manual review, achieving 95.7% accuracy in species identification. The solution went from concept to…
Product architecture
...unless you expect your software to never change—which, let's be honest, is never the case.
Engineering practices
How often do you think about your web page’s SEO? Probably quite a bit. We want our pages to perform well, reach a wider audience, and help our products grow. Strong SEO is one of the main ways to achieve that.
Documentation and maintainability
In software development, clear documentation isn't just helpful, it’s what keeps things running smoothly. When team members leave or requirements change, good docs can make the difference between staying on…
Infrastructure and DevOps
Infrastructure as Code (or IaC — because apparently every concept needs a catchy acronym) is the process of provisioning, deploying and managing infrastructure through code, rather than through manual…
AI implementation
I've been using AI tools for coding for around two years, specifically playing around with Cursor for about eight months. In that time, I've gone from skeptic to convert to what I'd call a "balanced…
Engineering practices
Styling, with its unpredictable nature and difficulty in scaling or changing, can often be a source of frustration. However, several CSS architectures have emerged over time, offering relief by making styling…
Product architecture
Over-engineering is the curse of the 2020s. Instead of following the good old Silicon Valley mantra of "ship fast and break things," many startups think they need a fully-fledged application from the…
Engineering practices
It's common for engineering managers to want to be fully informed about the tasks that need to be completed for a given epic before jumping right in and implementing it. They often rely on discovery tickets as…
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