Today, we’re excited to share our Summer Update to Flux AI Auto‑Layout, a collection of improvements designed to make one‑click PCB routing more reliable, transparent, and adaptable to your real‑world workflows.
Discover how Flux.ai enhanced its web app performance using the open-source tool, log-time-to-next-idle. The blog details how to measure user interactions and pinpoint their completion point for optimal performance. Learn from our experience and apply these strategies to refine your app's user experience.
Flux.ai is a complex, single-page web app that helps electronic engineers design printed circuit boards. As with any professional design tool, it needs to be fast, precise and predictable.
Early versions of Flux.ai were noticeably slow. We set a goal of making all our user interactions take less than 100ms, supported by science. We started a plethora of projects to make that happen, one of which I wrote about in another blog post. To make sure these efforts paid off, we created a measurement tool, log-time-to-next-idle, that is the subject of this blog post.
We've been using it to track the performance of around 50 key user interactions over 18 months, such as:
We're very happy with how it is working. And now we've shared it with the world as an open-source package.
A user interaction is defined here as any input the user provides—mouse click, key press, and so on—coupled with the intended effects of the input—menu opened, element added, and so on. The performance of a user interaction is simply the time between the start of the input to the end of the effects. For example, clicking on a select box will open a menu. The interaction is done when the menu has finished loading.
A subset of the interaction time is defined as “frozen time”. This is the interval following the user input when there are zero screen updates––no animation frames.
Although the concept of a user interaction is easy to define intuitively, the end state can be hard to define formally. In modern reactive UIs, any part of the UI can freely change in response to an update of a store of application state (Redux, Zustand, and so forth). The initial handler of some user input doesn't know all the downstream effects of its execution and so it can't mark the end of the interaction.
In the diagram above, it is hard to know which among the N components will determine the "end" of the interaction. You may not even know what are all the N components that react to some user inptu. To deal with this problem, we took a shortcut. Assuming that...
...we can leverage requestIdleCallback to mark when an interaction is done.
Similarly, we can leverage requestAnimationFrame to indicate when an interaction has yielded control back to the main thread, unfreezing the UI.
In short, log-time-to-next-idle measures user interactions by queuing a requestAnimationFrame and a requestIdleCallback at the start of an interaction, then recording the time when the callbacks fire.
Just put a call to logTimeToNextIdle at the start of any event handler. Here is an example of logging the time it takes to switch fictional tabs in a React app.
log-time-to-next-idle deals with overlapping interactions by cancelling earlier queued callbacks. In other words, the last interaction "wins" and any previous in-progress interaction is ignored. For ease of interpretation, you should try to measure debounced interactions that happen one at a time.
log-time-to-next-idle will store measured intervals in the browser using window.performance.measure (if available). The intervals will then show up in the profiler (if available).
Here is an example that logs to the console when in dev build mode, and logs to somewhere in the cloud when in prod build.
We hope this measurment function log-time-to-next-idle will be useful to you and your app, as well as the general approach of defining interaction end points in terms of CPU usage. Check out the open-source package and please post any feedback there.
A comprehensive guide to using solder flux in electronics soldering. Soldering flux is used to clean and prepare the surfaces of the components that need to be joined. It helps to remove oxidation and other contaminants that can prevent a strong bond from forming. Flux also reduces surface tension, allowing the solder to flow more easily and improves the wetting of the components.
Soldering is a crucial process in the assembly of electronic circuits, and the use of soldering flux is an integral part of this process. It is important to understand how to use flux when soldering electronics to ensure strong and reliable soldered joints. This article will provide a comprehensive guide to using solder flux in electronics soldering, and help you optimize your soldering techniques.
Soldering flux is used to clean and prepare the surfaces of the components that need to be joined. It helps to remove oxidation and other contaminants that can prevent a strong bond from forming. Flux also reduces surface tension, allowing the solder to flow more easily and improves the wetting of the components. This results in a stronger and more reliable soldered joint. The use of solder flux is essential to ensuring the longevity and reliability of electronic circuits.
When soldering electronics, it is important to choose the appropriate type of flux for your project. There are several types of solder flux available, including:
When choosing a type of flux for your soldering project, consider the type of components being soldered and the specific requirements of your project.
It is important to follow these steps carefully to ensure that the solder flux is used correctly and the soldered joints are strong and reliable. With practice, you will be able to optimize your use of solder flux and achieve the best results in your soldering projects.
Solder flux is necessary in most soldering applications in electronics. The main purpose of solder flux is to clean the metal surfaces being soldered, removing any oxidation, dirt, or other contaminants that can prevent the solder from adhering properly. By removing these contaminants, the flux allows the melted solder to make a strong and permanent bond with the metal surfaces.
In addition to cleaning the metal surfaces, solder flux can also improve the flow of the melted solder and reduce the formation of oxides during the soldering process. This helps to ensure a strong and reliable connection between the metal surfaces.
Overall, solder flux is an important component of the soldering process in electronics, and it is typically necessary in most soldering applications. However, in some cases, the use of flux may not be necessary, such as when soldering certain types of metals that are not prone to oxidation. In such cases, a specialized type of solder that contains its own flux may be used. It is important to consult with a professional or refer to the specific requirements of your project to determine whether or not the use of solder flux is necessary.
Flux for soldering is typically made of a chemical compound that is specifically formulated for use in the soldering process. There are various types of flux, and the specific ingredients used in each type of flux can vary.
Some common ingredients used in soldering flux include:
In general, the ingredients used in solder flux are carefully selected and formulated to provide the necessary cleaning and soldering properties for the specific application. It is important to use the correct type of flux for your project to ensure a strong and permanent bond between the metal surfaces.
Solder is a metal alloy that is melted and used to join two metal surfaces together. The metal used in solder is typically tin, lead, or a combination of both, and it must have a lower melting point than the metal surfaces being joined. The melted solder forms a strong bond between the metal surfaces, creating a permanent electrical and mechanical connection.
Flux, on the other hand, is a chemical compound that is used to clean the metal surfaces before soldering. Flux is applied to the metal surfaces to remove any oxidation, dirt, or other contaminants that can prevent the solder from adhering properly. By removing these contaminants, the flux allows the melted solder to make a strong and permanent bond with the metal surfaces.
Using a solder wire to join two metal surfaces together is a common task in electronics. Here are the steps for using a solder wire:
By following these steps, you can effectively use a solder wire to join two metal surfaces together in electronics.
In some cases, the flux residue left on the circuit board can interfere with the functioning of the circuit, causing issues such as corrosion or poor electrical connections. It is therefore important to remove the flux residue after desoldering to ensure the continued proper functioning of the circuit.
There are specialized desoldering braid and desoldering pumps that can be used to remove the melted solder and the flux residue during the desoldering process. These tools are designed to effectively remove the solder and flux residue, leaving the circuit board clean and ready for rework.
Flux is not inherently harmful to electronics, but it can cause damage if not used properly. Improper use of flux can result in the formation of corrosive residue that can damage the components over time. Additionally, certain types of flux, such as acid-based flux, can be harmful to the environment, and it is important to use them in a safe and responsible manner.
There are several potential dangers associated with the use of flux, including:
Therefore, it is important to be aware of the potential dangers of using flux in electrical engineering and to take appropriate measures to minimize these risks. This can include using flux in the correct amount, selecting the appropriate type of flux for the application, and properly cleaning and disposing of used flux.
Fluxless techniques are a type of soldering method that do not require the use of traditional solder flux. In electrical engineering, these techniques can provide a number of benefits, including:
There are several fluxless soldering techniques that are commonly used in electrical engineering, including:
Fluxless techniques can provide several benefits to electrical engineers, including improved reliability, increased safety, improved circuit performance, and reduced cost. It is important to carefully evaluate the different methods available and select the one that is best suited to your specific needs and application.
Pipe flux is not recommended for use in electronics, as it is designed for use in plumbing applications. The flux used in plumbing is often acidic, which can cause damage to delicate electronic components. Instead, it is recommended to use a rosin-based or water-soluble solder flux that is specifically designed for use in electronics.
In conclusion, as a professional electrical engineer, it is crucial to understand the importance of using solder flux to achieve strong and reliable soldered joints in electronic circuits. This is why it is crucial to have a good understanding of the different types of solder flux, such as rosin flux, water soluble flux, and others, and know how to use them correctly in your soldering projects. Whether you are brazing, reflow soldering, or using a soldering iron, the use of the correct solder flux can make all the difference in terms of the quality of your soldered joints and the longevity of your electronic circuit. In addition, the correct use of solder flux can also help to prevent any harm to the environment, such as through minimizing the risk of SRA (Solder Reflow Anomaly) and improving the wetting of your solder wire. So, by following the guidelines outlined in this article, you can optimize your use of solder flux and achieve the best results in your soldering projects.