Software development
fromMedium
1 day agoAsync Logging Is Not a Silver Bullet - What Actually Limits Performance
Async logging redistributes costs rather than reducing them, impacting performance in different ways depending on implementation.
Google Photos has introduced a tool called 'Clean up this day,' which provides a swipe left to delete or swipe right to keep interface, making photo organization much simpler. This feature is designed to help users manage their digital photo storage more efficiently, especially for those who take numerous photos regularly.
A router is the hub that sends internet traffic from the modem to every connected device. Even with a fast plan, an outdated or weak router can throttle home internet speed, causing buffering, lag, and slow loading times. This often shows up when multiple people stream, game, or join video calls at the same time.
Uber's engineering team has transformed its data replication platform to move petabytes of data daily across hybrid cloud and on-premise data lakes, addressing scaling challenges caused by rapidly growing workloads. Built on Hadoop's open-source Distcp framework, the platform now handles over one petabyte of daily replication and hundreds of thousands of jobs with improved speed, reliability, and observability.
I began by creating a soft link locally from my blog's repo of posts to the src/pages/posts of a new Astro site. My blog currently has 6742 posts (all high quality I assure you). Each one looks like so: --- layout: post title: "Creating Reddit Summaries with URL Context and Gemini" date: "2026-02-09T18:00:00" categories: ["development"] tags: ["python","generative ai"] banner_image: /images/banners/cat_on_papers2.jpg permalink: /2026/02/09/creating-reddit-summaries-with-gemini description: Using Gemini APIs to create a summary of a subreddit. --- Interesting content no one will probably read here...
At a press briefing attended by at Google's Taipei office, Eric Kay, Android's Vice President of Engineering, confirmed that AirDrop interoperability will expand in 2026. "We spent a lot of time and energy to make sure that we could build something that was compatible not only with iPhone but iPads and MacBooks," he said. "Now that we've proven it out, we're working with our partners to expand it into the rest of the ecosystem, and you should see some exciting announcements coming very soon."
The new version combines lower costs with improved cybersecurity and offers up to 2 petabytes of storage in a 2U rack space. Companies are struggling with explosive data growth, increasing cyber threats, and limited budgets. Dell Technologies is responding to this with PowerStore 4.3, a platform that addresses storage challenges without compromising performance or security. The latest version brings innovations that double storage density and reduce energy costs.
An observability control plane isn't just a dashboard. It's the operational authority system. It defines alert rules, routing, ownership, escalation policy, and notification endpoints. When that layer is wrong, the impact is immediate. The wrong team gets paged. The right team never hears about the incident. Your service level indicators look clean while production burns.
At that point, backpressure and load shedding are the only things that retain a system that can still operate. If you have ever been in a Starbucks overwhelmed by mobile orders, you know the feeling. The in-store experience breaks down. You no longer know how many orders are ahead of you. There is no clear line, no reliable wait estimate, and often no real cancellation path unless you escalate and make noise.
Edge computing is a type of IT infrastructure in which data is collected, stored, and processed near the "edge" or on the device itself instead of being transmitted to a centralized processor. Edge computing systems usually involve a network of devices, sensors, or machinery capable of data processing and interconnection. A main benefit of edge computing is its low latency. Since each endpoint processes information near the source, it can be easier to process data, respond to requests, and produce detailed analytics.
Do you know what your internet speed is? Are you getting the service your ISP ( internet service provider) promised when you signed that contract? Or are you dealing with slow internet? These might seem like simple questions, but they're important ones. Internet speeds affect nearly everything you do online: how smoothly your video calls run, how responsive your video games feel, and whether you can stream the latest season of "Stranger Things" without buffering.
When ChatGPT launched in late 2022, I watched something remarkable happen. Within two months, it hit 100 million users, a growth rate that sent shockwaves through Silicon Valley. Today, it has over 800 million weekly active users. That launch sparked an explosion in AI development that has fundamentally changed how we build and operate the infrastructure powering our digital world.
With this setup, the Samsung SSD achieved read speeds of roughly 4,000 MB/s and write speeds of about 1,300 MB/s. Those are great numbers. Accessing files felt instantaneous. It took no time at all to open the movie I stored inside the drive. The read speed also shows that the enclosure isn't restricting the drive. It's making full use of the Thunderbolt connection. Writing large files is equally impressive, letting users save big files fast.
Ookla said the growing use of ChatGPT and other AI tools places much more demand on mobile networks than the typical activities of browsing social media and the web, watching videos, texting, and making the occasional phone call. As a result, more speed and expanded capabilities will be necessary. The report said advanced AI capabilities like AI-enabled glasses will put a particular strain on upload connections in the future.
ChatGPT, launched in 2022, began making a significant impact on the market by late 2023, according to Synergy Research Group. The company's chief analyst, John Dinsdale, points out that cloud market leaders have experienced accelerated revenue growth over time. Additionally, the emergence of numerous neocloud companies ( see box: What is a neocloud?) has further strengthened the already positive momentum in the market.
In the not-so-distant past, the solution for boosting the speed of an aging, sluggish PC was to add more RAM or upgrade the processor. Now, the way to sail over that speed bump is to get a new storage drive, and there's no better storage upgrade for performance than fitting your system with an M.2 drive. Also: What is MoCA 2.5? How this low-cost networking option can seriously improve your internet There is no shortage of excellent M.2 drives out there, but if you're looking for high-end performance and stability when the going gets tough, the is well worth a look.
The USB cable tester is a small box measuring 2.9 x 2.5 x 0.5 inches and features an array of ports. There are USB-C and USB-A output ports and corresponding USB-C, Lightning, miniUSB, and microUSB 2.0 and microUSB 3.0 input ports to testing cables. This means the tester can accommodate any cable with the respective output and input port. The unit is powered by a single AAA battery, or alternatively you can use USB-C input.
Dropbox engineers have detailed how the organization was able to build the context engine behind Dropbox Dash, demonstrating a shift towards index-based retrieval, knowledge graph-derived context, and continuous evaluation to support enterprise AI knowledge retrieval at scale. The design points to a broader pattern emerging across enterprise assistants, whereby teams are deliberately constraining their live tool usage and instead relying more heavily on pre-processed, permission-aware context to speed latency, improve quality and ease token pressure.
The main advantage of going the Multi-Cloud way is that organizations can "put their eggs in different baskets" and be more versatile in their approach to how they do things. For example, they can mix it up and opt for a cloud-based Platform-as-a-Service (PaaS) solution when it comes to the database, while going the Software-as-a-Service (SaaS) route for their application endeavors.