





















































From more extensible APIs to customizable UI, discover how HubSpot's latest developer tools empower you to build tailored solutions. Explore powerful integration tools and enhanced capabilities that let you create exactly what your customers need, right where they're getting work done.
Hi ,
AI agents, smarter IDEs, faster compiles, and a little security reality check; this issue packs a punch—whether you're coding with Copilot, navigating the Spring ecosystem, or wondering why Node.js is popping up in threat intel reports.
We’ve rounded up what’s shipping, what’s shifting, and what the dev world is buzzing about right now. From JetBrains' new AI smarts to OpenAI’s $3B agentic ambitions, it’s a week of big moves and bold takes. Also on deck: faster Rust builds, smarter CSS tools, and a wild Edge update that lets Copilot literally see what you’re working on. 👀
Here’s your TL;DR to jumpstart the scroll:
Want to be featured or just drop some dev wisdom? Hit reply!
Advertise with us
Interested in reaching our audience? Reply to this email or write to kinnaric@packt.com.
Learn more about our sponsorship opportunities here.
From AI agents to smarter IDEs, this week’s updates are sharp, not showy. OpenAI is plotting big moves, JetBrains is thinking ahead, and Spring is quietly tightening up its stack. Ruby gets cleaner, and dev tools just got a little more clever. It’s all about leaner, faster, smarter.
This week’s chatter cuts through the hype and hits the nerve. Node.js raises security flags, Copilot gets screen-aware, and Rust compiles faster than ever. Plus, a low-code reality check that every team should read.
Want to stay sharp and inspired? Here’s our top pick this week from the Packt shelf!
Node.js Design Patterns, Third Edition
Level up your Node game with time-tested design patterns, async mastery, and real-world recipes using Redis, RabbitMQ, and more. Whether you're building microservices or wrangling streams, this guide keeps your code clean, scalable, and production-ready.
This week, we're diving deeper into Node.js Design Patterns, Third Edition—the same book featured above.
Design patterns aren’t just for theory—they’re your best defense against chaos in production. This excerpt drops a dead-simple, zero-downtime restart technique that every scaling team should know. One of those “wait, I can do that in Node?” moments.
📘 Scroll down to read the excerpt!
A Node.js application might also need to be restarted when we want to release a new version to our production servers. So, also in this scenario, having multiple instances can help maintain the availability of our application.
When we have to intentionally restart an application to update it, there is a small
window in which the application restarts and is unable to serve requests. This can
be acceptable if we are updating our personal blog, but it's not even an option for a
professional application with a service-level agreement (SLA) or one that is updated very often as part of a continuous delivery process. The solution is to implement a zero-downtime restart, where the code of an application is updated without affecting its availability.
With the cluster module, this is, again, a pretty easy task: the pattern involves
restarting the workers one at a time. This way, the remaining workers can continue
to operate and maintain the services of the application available.
Let's add this new feature to our clustered server. All we have to do is add some new code to be executed by the master process:
import { once } from 'events'
// ...
if (cluster.isMaster) {
// ...
process.on('SIGUSR2', async () => { // (1)
const workers = Object.values(cluster.workers)
for (const worker of workers) { // (2)
console.log(`Stopping worker: ${worker.process.pid}`)
worker.disconnect() // (2)
await once(worker, 'exit')
if (!worker.exitedAfterDisconnect) continue
const newWorker = cluster.fork() // (4)
await once(newWorker, 'listening') // (5)
}
})
} else {
// ...
}
This is how the preceding code block works:
Note: Since our program makes use of Unix signals, it will not work properly on Windows systems (unless you are using the Windows Subsystem for Linux). Signals are the simplest mechanism to implement our solution. However, this isn't the only one. In fact, other approaches include listening for a command coming from a socket, a pipe, or the standard input.
Now, we can test our zero-downtime restart by running the application and then
sending a SIGUSR2 signal. However, we fi rst need to obtain the PID of the master
process. The following command can be useful to identify it from the list of all the
running processes:
ps -af
The master process should be the parent of a set of node processes. Once we have the
PID we are looking for, we can send the signal to it:
kill -SIGUSR2 <PID>
Now, the output of the application should display something like this:
Restarting workers
Stopping worker: 19389
Started 19407
Stopping worker: 19390
Started 19409
We can try to use autocannon again to verify that we don't have any considerable
impact on the availability of our application during the restart of the workers.
Note: PM2 (nodejsdp.link/pm2) is a small utility based on cluster, which offers load balancing, process monitoring, zero-downtime restarts, and other goodies.
Know a hot AI update we missed? Send it our way—we might feature it in the next drop. 👀
OpenAI just rolled out the O4 mini models, a leaner sibling to its flagship GPT-4. Available via the new /v1/chat/completions
endpoint, these models promise better performance per dollar and faster responses. It's OpenAI’s way of saying: “Yes, you can have speed, brains, and budget-friendliness—all at once.” Ideal for devs looking to embed smarter AI without melting their wallets.
Time to Go Cross-Platform with OpenSilver!
Think full-text search in PostgreSQL is sluggish? Think again. With the right setup: precomputed tsvector columns, proper indexing, and smart query structuring, Postgres can deliver lightning-fast text search at scale.
It’s all about shifting the work from query time to write time.
If you’re still calling to_tsvector() in every SELECT, it’s time for an upgrade.
From stealth-mode AI deals to Spring’s next leap, this week’s drop was all about progress with purpose. If it helps you code cleaner, ship quicker, or think sharper—we’re covering it.
Got a hot take, tool, or trend? Hit reply. We might just feature it next week.
Until then—keep building.
Catch you next week. ✌️
Cheers!
Kinnari Chohan,
Editor-in-chief