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Medium

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The Death of Bloatware: Why Lean Tools Are the Future

Companies are expanding their platforms and adding new features out of fear of being labeled as 'single-feature' products that can be replaced easily.
This trend has led to bloatware, making products vulnerable rather than stronger, as it invites leaner competitors to offer better alternatives.
Not all expansion is bad, but smart companies expand with discipline, focusing on delivering real value and solving problems effectively.
The future belongs to tools that remain lean, focused, and essential, knowing their target audience and unique value proposition.

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Pymnts

195

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Bitcoin Surpasses $100K Mark Amid New Trade Deal

Bitcoin surged past the $100,000 mark, driven by optimism surrounding a new trade deal and easing tariff tensions.
The price of bitcoin previously hit a record high of $109,000 in January but fell due to market downturn caused by tariffs imposed by President Trump.
The new trade agreement between the U.S. and UK could facilitate faster customs procedures and reduce barriers for various exports.
Legislation such as the End Crypto Corruption Act and the GENIUS Act are being considered to regulate stablecoins and address concerns related to digital assets.

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Popsci

222

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Flailing tube man-inspired robot uses no electronics

Engineers have created a tiny soft 'robot' inspired by flailing tube men, capable of walking, hopping, and swimming without the need for electronics.
The robot harnesses the physics behind its four soft, tubular legs powered by a continuous stream of air, working together to create a rhythmic gait.
The design showcases decentralized intelligence, adapting to obstacles and transitioning between land and water movement patterns autonomously.
The low-energy, high-speed robot offers a promising alternative to expensive robots, with potential applications in smart pills, wearable exosuits, and operations in extreme environments like space.

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Towards Data Science

Pharmacy Placement in Urban Spain

The article focuses on the use of geospatial technologies to address the challenge of developing the pharmacy network in the Community of Madrid, Spain, specifically finding gaps in the urban pharmacy network for new installations while adhering to legal restrictions.
The pharmaceutical sector in Spain is regulated to ensure proper supply and dispensing of medicines, with limitations on pharmacy ownership, location, and technical-economic conditions.
The Spanish legal framework mandates a minimum distance of 250m between pharmacies, measured along a walkable urban graph, with additional requirements to be met for locating pharmacy offices.
The article discusses the use of network analysis tools like OSMnx and NetworkX to identify potential locations for setting up new pharmacies in consolidated urban areas.
The methodology involves data collection, grid placement, vector calculations, and grid overlay to identify areas suitable for housing new pharmacies based on topological distances.
Results show gaps in the urban fabric where new pharmacies can be located, considering the saturation of pharmacies in certain areas and legal urban planning constraints.
The publication emphasizes the approximate nature of the solution and the need for further on-site analysis to assess urban conditions and property availability for new pharmacy installations.
The study area selected, centered on the Madrid district of Tetuán, is used to illustrate the methodology, demonstrating the application of geospatial technologies in urban planning.
The article provides details on data sources, disclaimer on liability, and references for transparency, encouraging independent validation of data and consultation with experts before implementation.
Overall, the study showcases the effectiveness of network analysis tools in addressing complex urban challenges and highlights the potential for similar applications in other urban development scenarios.

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Medium

115

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How Proxies Intercept Behavior in JavaScript Objects

A proxy in JavaScript wraps another object and intercepts interactions with it.
The Proxy constructor takes a target object and a handler object to define interception behaviors.
Proxies don't clone the target object but hold a live reference to it, reflecting changes made to the original.
Handlers define traps for different actions like get, set, has, etc., allowing custom intervention.
Traps are methods on the handler object called by the engine based on the type of operation.
Operations on a proxy are routed through checks to determine if a trap should run.
Traps like get and set intercept property access and value assignments, allowing manipulation or blocking.
Method calls on a proxy can be intercepted using get for object methods and apply for function proxies.
The behavior of a proxy remains consistent regardless of its usage, passing operations through defined traps.
Proxies don't alter the original object but reshape how interactions are handled, providing transparent control.

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Tech Radar

231

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Meta's next smart glasses might have an always-on AI – I don't care how useful it is, I'm never turning it on

Meta is reportedly working on glasses with always-on AI that can track users' every move.
The glasses can recognize faces and remind users of things they forget, but existing models have insufficient battery life for this feature.
Internally named Aperol and Bellini, the new glasses require a command phrase like “Hey Meta, start live AI” to activate the recording function.
While the AI assistant could be useful, concerns about privacy and data collection have been raised by users and critics.

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Sdtimes

279

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HCL UnO Agentic, DigitalOcean’s new NVIDIA GPU Droplets, and more software development news

HCL Universal Orchestrator (UnO) Agentic introduces AI capabilities for orchestrating workflows among AI agents, robots, systems, and humans.
DigitalOcean announces the availability of new NVIDIA-powered GPU Droplets, including NVIDIA RTX 4000 Ada Generation, RTX 6000 Ada Generation, and L40S GPUs for more affordable access to GPUs for AI workloads.
Yellowfin 9.15 release includes AI-enabled Natural Query Language, expanded REST API capabilities, enhanced chart customization, yearly data comparisons, report styling, default controls for improved data security, and support for writable Clickhouse data sources.
These updates aim to enhance AI capabilities in software development and provide users with advanced features for data querying, visualization, and data source support.

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15 Likes

237

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Accelerating GPU indexes in Faiss with NVIDIA cuVS

Meta and NVIDIA collaborated to accelerate vector search on GPUs by integrating NVIDIA cuVS into Faiss v1.10.
NVIDIA cuVS outperforms classic GPU-accelerated search for IVF indexing, reducing build times by up to 4.7x and search latency by up to 8.1x.
For graph indexing, CUDA ANN Graph (CAGRA) outperforms CPU HNSW build times by up to 12.3x and reduces search latency by up to 4.7x.
Faiss 1.10.0 includes NVIDIA cuVS algorithms, offering users the choice between Faiss classic GPU implementations and newer cuVS algorithms for efficient vector search.

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Medium

382

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Optogenetics: Illuminating Neural Circuits with Light

Optogenetics integrates genetic engineering and optics to control and monitor specific cells, like neurons, using light.
Researchers introduce genes encoding photosensitive proteins (opsins) into cells, allowing control with high temporal and spatial resolution.
Karl Deisseroth pioneered optogenetics in the mid-2000s, enabling precise neural circuit control with Channelrhodopsin-2.
The technique combines genetics and optics for on-demand control of excitable cells, modulating neural excitability with light.
Light-sensitive proteins like Channelrhodopsin-2 or Halorhodopsin are commonly used to either excite or suppress neural activity.
Genetic delivery methods like viral vectors or transgenic animal lines are employed to express opsins in targeted cells.
Light delivery methods include optical fibers or miniaturized LEDs/lasers implanted to illuminate specific brain regions in living animals.
Optogenetics has revolutionized neuroscience by allowing precise control over neuronal firing, mapping neural circuits, and linking brain activity to behavior.
Potential medical applications include vision restoration, neurological and psychiatric disorder treatments, and cardiac arrhythmia control using optogenetic therapies.
Recent advancements in optogenetics include engineered opsins for improved features, advanced light delivery systems, and wireless multi-site stimulation technologies.

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23 Likes

Medium

258

Design of a Network Vulnerability Scanner: Defining the Scope

The focus is on the design and architecture of a Network Vulnerability Scanner, providing insight into how the scanning components interact and the considerations behind building an effective scanner.
The article highlights the importance of design choices and discusses utilizing tools like Nmap and CVE databases for efficient scanning.
Before delving into specific components, defining the scope of the network vulnerability scanner is emphasized as a crucial step in managing expectations and directing efforts.
The network vulnerability scanner is explained as a system comprising multiple specialized tools that work together, with key players including the scanning engine and various components.

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Sdtimes

378

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Grafana 12 is now available with new observability as code features, Dynamic Dashboards, and more

Grafana Labs released Grafana 12 at GrafanaCON, introducing observability as code features for versioning, validating, and deploying dashboards using code.
New feature Dynamic Dashboards allows displaying the right information at the right time with tab navigation and conditional rendering.
Other features in Grafana 12 include native alert and recording rule management, dashboard syncing to GitHub, consistent API model, table visualization updates, and more.
Additionally, Grafana Labs announced a private preview of Grafana Assistant in Grafana Cloud, an AI-powered chat experience, and the donation of Grafana Beyla to OpenTelemetry.

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22 Likes

Byte Byte Go

280

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Messaging Patterns Explained: Pub-Sub, Queues, and Event Streams

Modern software operates across clusters, web applications, and various data platforms, making coordination, latency, and reliability crucial.
Messaging patterns play a vital role in this scenario, decoupling sender from receiver and enabling asynchronous communication.
Three main messaging patterns are Message Queues, Publish-Subscribe, and Event Streams, each with its own characteristics and use cases.
These patterns offer solutions for tasks like background job processing, high-throughput analytics, and real-time communication, with trade-offs in aspects like reliability and complexity.

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Tech Radar

178

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Fed up with irrelevant results cluttering up your Windows 11 searches? I certainly am, and it looks like the situation’s going downhill from here

Microsoft is set to include Microsoft Store apps in Windows 11 search results, allowing users to quickly install relevant apps.
The integration will highlight apps from the store that match search queries, giving users the option to download them directly.
Some users are expressing discontent with this upcoming change, hoping for the ability to disable it.
The feature announcement was made by Giorgio Sardo, causing mixed reactions from users.
Critics worry that this will be another feature to disable and are uncertain if it can be turned off.
Although the search integration seems imminent, Microsoft has not clarified if users can opt-out of it.
Recent updates to improve Windows 11 search include natural language functionality for Copilot+ PCs.
The Microsoft Store performance enhancements have received less attention compared to search improvements.
Microsoft is also introducing the ability to find Windows settings and enhance Windows search functionality.
Despite some concerns, the search changes aim to improve user experience by facilitating easier app installations.

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10 Likes

Medium

400

REST API Design: Building Blocks for Scalable Systems

REST APIs utilize HTTP requests for CRUD operations on resources, following six guiding architectural constraints for being truly RESTful.
Key principles include resource identification, client-server architecture, statelessness, cacheability, layered system, and optional code on demand.
REST API design focuses on resources over actions, using nouns for endpoints, standard HTTP methods, and proper use of HTTP status codes.
Best practices include pagination, filtering, versioning, error handling, authentication, rate limiting, HTTPS encryption, documentation, and strategies for evolving APIs.
Common REST API anti-patterns to avoid include ignoring HTTP method semantics, creating operation-based endpoints, returning inconsistent responses, neglecting documentation, and tight coupling between API and client.

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24 Likes

Cinema5D

271

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Blackmagic Camera 2.2 for Android Update Released – Adds Cloud Folder Support, APV Codec & More

Blackmagic Design has released version 2.2 of its Blackmagic Camera app for Android, enhancing mobile filmmaking workflows.
The update includes support for Blackmagic Cloud Folders, the new APV codec on Android 16, UI improvements, and stability enhancements.
The app allows manual control over settings, professional file format recording, and seamless integration with Blackmagic Cloud and DaVinci Resolve workflows.
Version 2.2 adds support for Android 16, APV codec, cloud account deletion, histogram pop-up, permission controls, UI adjustments, and bug fixes.

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