If you want to use Gemini’s public API, but at the same time have a safe fallback in case you have exhausted the rate limits, you can use the OpenAI TS/JS library and a few helper functions. In my particular case I needed a type-safe solution for a chartmaker app with a fallback since Gemini’s gemini-2.5-pro-exp-03-25 model is restricted to 20 request/min.
First, you need to define which models you want to use so that they appear as autosuggest when you use the helper functions:
Received a complaint email from Amazon SES (Simple Email Service) pointing out that my SES account could be closed because the complaint rate exceeded 0.51%. Bots were apparently abusing the input field to send signin emails to unknowing email addresses. The only exposed input field in my NextJS app is on a magic-link form, see it here.
Cloudflare offers an easy and free captcha solution with Turnstile. To get started you need 2 keys, a site key and secret key. You can see how to get them here. Once you’ve been issued the keys, you can integrate it with the magic-link form.
If you want to keep your hosting costs low and not be forced to take the steep path from “Hobby” to “Pro”, avoid NextJS’s ‘Image’ component. Only 1,000 images are included in the free “Hobby” plan and even with a “Pro” plan it costs after 5,000 images; $5 per 1,000 images. Of course, you also avoid the “data transfer” limitations which you can hit fast with an embedded video and traffic.
When I started building my application I used a routing-based structured and as the application evolved I transitioned – at least partially – to a domain-driven structure. In the domain-driven structure the application is essentially divided in multiple smaller applications with their own domains. In my case that includes “generators”, “dataSources”, “subscriptions”.
This means that everything related to the subscription domain is located in the src/modules/subscriptions folder and then consumed on various pages be it pricing page or as a modal popup on the app page.
By default NextAuth authenticates the domain provided by the NEXTAUTH_URL environmental variable and if it is on a sub domain like www.example.org also all domains below www like subdomain.www.example.org or subdomain.subdomain.example.org. It is often smart to make the domain authentication work across all sub domains to avoid restrains when branching out API services or deploying on sub domains.
To do this you need to set the cookie domain to root wildcard. If my web app is deployed on https://www.sqlai.ai/ then the root domain is sqlai.ai. The wildcard cookie domain that can be accessed on all subdomains is .sqlai.ai. The .www.sqlai.ai is only available on www.sqlai.ai and its sub domains.
After adding an embedded video to the landing page of my app I noticed bandwidth usage rose dramatically. The embedded video is auto-loaded for best experience and provides a sleeker experience than a YouTube embed. In a week the landing page videos both the optimized .webm (5.1MB) and .mp4 (20.4MB) consumed close to 25GB of bandwidth.
This would push me out of the free tier and into a steeply priced PRO subscription. A PRO subscription cost $20/mo ($240/y) and includes 1TB of bandwidth, but Vercel charge $40 per additional 100GB. Nothing crazy but costs creep up on you if you are vigilant. But thankfully an alternative exists.
Burnout is a modern euphemism for exhaustion depression. Burnout happens after prolonged periods of extensive work and the symptoms are similar to those of a classical depression:
People with burnout need months to recover. Recovery is spent alone without doing anything and retracted from social life. This is all well depicted but how come some people burnout and others don’t?
To burnout long periods of extensive work isn’t enough. At the core of a burnout is the personal failure to attain one’s goal. People who burnout work excessively to further their career with conscious or unconscious goals. Goals pushed on the individual through societal pressure, from an inner lack of self-worth or through sheer ambition. If months or years of exhausting effort doesn’t bear fruit their world collapses and they burnout.
In most examples I know, if not all, OpenAI uses English. But OpenAI actually supports multiple languages both as input and output. But how well does OpenAI support the different languages? I set out to find out, completely unscientifically.
I googled around and found a long list of supported languages. I initially implemented all the languages and then tested to what extent OpenAI can actually write meaningful and relatively complex text in them.
Site search enables you to search on various sites directly from the browser’s search bar. The implementation is rather low tech but it is useful for both remembering high-quality search engines and avoid having to navigate to a site first in order to use its search engine.
To add a site search to your browser, in this case Brave or Chrome, go to the settings page and search for “Site Search” or copy paste this: brave://settings/searchEngines?search=Site+Search.
I Started a small bootstrapped startup in the aftermath of corona after being stuck in home office for, well, years. As a developer one of my main hurdle wasn’t building features but marketing. I used the regular channels social media, Product Hunt and SEO and they worked, but growth just isn’t rising fast enough that I can make a living out of it. So when Google Ads offered a deal where you spend $400 to get $400 on decided to try it.