#English SDK

[rajaniesh]

English SDK for Apache Spark

Are you tired of dealing with complex code and confusing commands when working with Apache Spark? Well, get ready to say goodbye to all that hassle! The English SDK for Spark is here to save the day.

[elbrunoc]

Sample Code using the new OpenAI library for .NET

Hi! The new OpenAI SDK for NET was officially announced, so today, let’s review the annoucement and show some sample code on how to use it. The current blog scenarios are Sample Chat demo Sample Audio to Text demo Sample Image analisis demo Here is a sample output for the chat demo! And yes, with a funny system message and questions about France! OpenAI SDK for .NET Microsoft Build 2024…

[agendratum]

bang chan is basically my friend at this point because

only a couple of days ago prompted by another one of my favorite anxiety induced dreams, i thought, hey, can i have one night with just a chill dream, just a normal dream, a skz one perhaps (whenever i have a skz dream they're always chill for some reason, i don't mind that).

and today, hip hip hurray, one of my dreams (i kept waking up, falling back to sleep and starting a new dream, so i had like 18 of them) was just.. hanging out with bang chan in my room for some reason? we just kinda talked and joked a lot. at some point he referenced some russian meme (the dream was specifically in english, my brain always takes effort to let me know we are having an english dream, and the meme he referenced were like two words in russian, but i forgot what it was, unfortunately, but he knows languages, so not unrealistic) which made me completely lose my shit. i even remember my response to that al;sdk and then i tried to explain the whole meme to him

anyway, waking up i realised most of the skz dreams i had were me hanging out with bang chan, and just kinda talking about stuff, so you know, we're literally friends

[power-chords]

For this little Blackhat blurb I would like nothing more than to talk about how Sadak's name and username are an ironic play on the Proto-Indo-European triconsonantal root SDK* which "translates" (roughly, heretically, with due deference to Cleanth Brooks) to justice or righteousness — I might argue, at the risk of opening a whole supermarket aisle's worth of canned worms, that conformity is the word we're looking for in modern English** — but to explain this to the uninitiated Mannboy would require an essay's worth of exposition, citations, etc, and so I'm going to limit myself to broad strokes, high-level accessibility. I really do have to hand it to the guy; even gesturing vaguely at these interpretations on my own blog makes me feel like I'd be better suited to preaching from a cardboard pulpit in Times Square while Napoleon XIV plays from a boom box. Fortunately I was raised non-proselytizing. Unfortunately for my mutuals I have a blog and opinions.

*Also very likely a reference to tzaddik but I would likewise refrain from platforming that reading where any old pair of wandering eyeballs could stumble on it!

**He thinks he's SOOOO funny with the literal grapheme doublespeak and he's right, it's hilarious

[cert007]

Genesys Cloud CX: Developer GCX-GCD Questions and Answers

Are you preparing for the GCX-GCD Genesys Cloud CX: Developer Certification exam? This certification is an essential credential for developers looking to demonstrate their ability to build, integrate, and extend the Genesys Cloud CX platform. Whether you're a new or experienced developer, passing the GCX-GCD exam requires solid preparation—and the right study tools can make all the difference.

To help you achieve success, Cert007 has released the latest Genesys Cloud CX: Developer GCX-GCD Questions and Answers, designed to prepare you thoroughly and efficiently. In this article, we’ll explore the key details of the GCX-GCD exam and how Cert007’s practice materials can boost your chances of passing on the first try.

What Is the GCX-GCD Genesys Cloud CX: Developer Certification?

The GCX-GCD: Genesys Cloud CX Developer Certification validates your ability to:

Use Genesys Cloud APIs and SDKs to develop applications.

Configure and extend the platform using best practices.

Implement integrations with third-party systems.

Troubleshoot and debug code within the Genesys Cloud CX environment.

This certification is ideal for software engineers, technical consultants, and developers who want to prove their expertise in creating solutions on the Genesys Cloud CX platform.

Exam Format and Structure: What You Need to Know

Here are some key details of the GCX-GCD exam:

Number of Questions: 55

Question Types: Multiple Choice, Multiple Select, and True/False

Exam Duration: 120 minutes

Language: English

Level: Developer

Detailed Breakdown of Genesys GCX-GCD Exam Topics

1. Genesys Cloud CX: Contact Center Administration – 25%

This section evaluates your knowledge of administrative tasks and platform configuration within Genesys Cloud CX. Key focus areas include:

Platform Overview and Contact Center Administration Understanding the Genesys Cloud CX architecture and core administrative functions.

Automatic Call Distribution (ACD) and Supervisor Tools Managing queues, routing calls, and leveraging supervisor tools for monitoring.

Roles, Permissions, and Divisions Configuring access controls, security roles, and organizational divisions.

Genesys Architect and Scripting Designing call flows, IVRs, and scripts using Architect.

Outbound Dialing, Quality Management (QM), and Workforce Management (WFM) Setting up outbound campaigns, monitoring interactions, and managing workforce schedules.

2. Genesys Cloud CX: Implementation and Core Features – 25%

This domain tests your understanding of setting up and configuring key communication tools and collaboration features on the Genesys Cloud CX platform:

Platform Setup and Genesys Cloud Collaborate Implementing core system settings and enabling collaboration features.

Configuration of Collaborate Tools Managing user profiles, chat, messaging, and organizational setup.

Genesys Cloud Communicate Capabilities Understanding and configuring voice, voicemail, and telephony services.

3. Genesys Cloud CX: Developer API Knowledge – 50%

As the most comprehensive and weighted section of the exam, this domain focuses on your ability to develop, integrate, and extend Genesys Cloud CX using APIs:

Authentication and API Resources Working with OAuth, access tokens, and API resource structures.

User, Conversation, and Notification APIs Managing user data, interaction sessions, and real-time notifications.

Chat, Analytics, and Reporting APIs Integrating chat experiences and pulling analytics data for performance insights.

Recording and Routing APIs Accessing recordings, configuring routing behavior, and managing interaction flows.

API Utilization and Best Practices Understanding API rate limits, SDK usage, and platform evolution strategies.

Best Tips to Pass the Genesys GCX-GCD Developer Certification Exam

Passing the GCX-GCD exam requires both practical experience and strategic preparation. Here are some expert-recommended tips to help you succeed:

Master the APIs and SDKs: Spend time understanding how to interact with the Genesys Cloud APIs. Practice building small applications and integrations using SDKs.

Review the Official Documentation: Genesys provides excellent developer documentation. Be sure to study API references, use cases, and developer tools.

Understand Authentication: Knowing how to configure OAuth flows and manage security tokens is critical for application development.

Practice Debugging: Learn how to log errors, read API responses, and troubleshoot common issues within Genesys Cloud.

Use Cert007 Practice Questions: Leverage Cert007’s updated questions to identify weak areas and build confidence before the real exam.

Join the Developer Community: Participate in forums like the Genesys Developer Community to gain insights and get help from other professionals.

Final Thoughts

The GCX-GCD Genesys Cloud CX: Developer Certification is a powerful credential that can advance your career in customer experience development. By combining your hands-on experience with Cert007’s expert-verified practice materials, you can accelerate your path to certification success.

Get the latest GCX-GCD Questions and Answers from Cert007 and start your preparation today!

[anandtechverceseo]

Software Development Company in Chennai: Driving Digital Transformation with Expertise 

In today’s fast-paced digital landscape, partnering with the best software development company in Chennai can make all the difference between thriving online and getting lost in the crowd. Chennai, often referred to as the “Gateway to South India,” has emerged as a powerhouse for technology services, offering cost-effective solutions without compromising on quality. This article delves into what sets a top-tier software development company in Chennai apart, the services you can expect, and how to choose the right partner for your unique business needs.

Why Chennai Is a Hub for Software Development

Rich Talent Pool Chennai boasts prestigious institutions like the Indian Institute of Technology Madras (IIT-M) and Anna University, ensuring a steady influx of highly skilled graduates. Local companies benefit from engineers versed in the latest programming languages, frameworks, and best practices.

Cost-Effectiveness Compared to Western markets, Chennai-based firms offer competitive pricing models—whether it’s fixed-price, time-and-materials, or dedicated teams—allowing businesses of all sizes to access premium development talent.

Cultural Compatibility & Communication Chennai’s professionals are well-versed in English and accustomed to collaborating with global clients. This cultural alignment fosters seamless project management, clear requirements gathering, and timely delivery.

Core Services Offered

A leading software development company in Chennai typically provides end-to-end services, including:

Custom Software Development From enterprise-grade ERP systems to niche applications, expert teams architect solutions tailored to your workflows, ensuring scalability and maintainability.

Web & Mobile App Development Leveraging frameworks like React, Angular, Flutter, and native SDKs, these firms deliver responsive web portals and engaging mobile experiences for iOS and Android.

Cloud Solutions & DevOps Cloud-native architectures on AWS, Azure, or Google Cloud, combined with CI/CD pipelines and automated testing, guarantee high availability and rapid release cycles.

UI/UX Design User-centric interfaces and intuitive experiences are crafted through thorough research, wireframing, and prototyping—cementing your brand identity and driving user engagement.

Quality Assurance & Testing Comprehensive QA services—including functional, performance, security, and compatibility testing—ensure your product launches defect-free and satisfies industry standards.

Maintenance & Support Post-launch support models guarantee that your software evolves with your business, with timely updates, patch management, and technical assistance.

Key Differentiators of the Best Firms

Agile Methodologies Embracing Scrum or Kanban frameworks, top Chennai companies iterate quickly, incorporate feedback, and adapt to changing requirements—minimizing risks and maximizing ROI.

Domain Expertise Whether you’re in healthcare, finance, e-commerce, or education, look for a partner with proven domain knowledge. Their familiarity with compliance, standards, and pain points accelerates development.

Transparent Communication Regular sprint reviews, demos, and clear documentation foster trust. The best vendors provide dedicated project managers who serve as your single point of contact.

Innovation & R&D Leaders invest in research—exploring AI/ML, blockchain, IoT, and AR/VR—to deliver cutting-edge features that give you a competitive advantage.

Strong Portfolio & Client Testimonials Case studies, client reviews, and performance metrics (such as improved process efficiency or revenue growth) showcase a firm’s track record and reliability.

How to Choose the Right Software Development Company in Chennai

Define Your Requirements Before you start, create a detailed list of features, integrations, and performance expectations. This clarity helps vendors provide accurate proposals.

Evaluate Technical Expertise Review their tech stack, certifications, and open-source contributions. A partner invested in community projects often brings deeper insights.

Assess Cultural Fit Schedule introductory calls to gauge communication style, work ethic, and responsiveness. A good cultural match streamlines collaboration.

Request Proposals & Compare Solicit RFPs (Request for Proposals) from multiple vendors. Compare not just costs but timelines, deliverables, and support terms.

Start Small Consider a pilot project or MVP (Minimum Viable Product) engagement. This allows you to test the waters, evaluate performance, and build trust before scaling up.

Conclusion & Next Steps

Choosing the best software development company in Chennai means aligning with a team that combines technical prowess, industry insight, and a commitment to your vision. Whether you’re a startup seeking rapid growth or an enterprise striving for digital transformation, Chennai’s vibrant tech ecosystem promises solutions that are innovative, reliable, and cost-effective.

Ready to get started? Reach out to a reputable software development company in Chennai today for a free consultation and discover how your next software project can become a competitive advantage.

[thelaughingmuse]

Obfuscatory SMEs (subject matter experts) are the bane of any tech writer's existence. Sure, we can explain complex things simply...once we understand them. For that, we need to interview the SMEs, perhaps multiple times. This comes after we've read whatever documentation exists, and then tried to look up some adjacent concepts or software, to give us some core that we can start to comprehend and then slowly, painstakingly build on as we extract each nugget of information like we're digging for diamonds. Or a teeny tiny pony in a big pile of horseshit.

AND DON'T GET ME STARTED ON THE LATEST CRAZE WHICH SEEMS TO BE CALLING EVERYTHING A 'WIDGET'. WIDGET IS ANOTHER WORD FOR 'THING'.

It's imprecise as fuck. It isn't helpful for non-native English speaking devs, let alone normal native English speakers who are new to using your product.

Plus, whenever I read an API or SDK doc with every other method, class, or function called "widget", all I hear in my mind is this guy:

[techachievemedia]

The iOS 26 Impact: Redefining Smart Mobility in the AI Era

In 2025, the smartphone is no longer just a communication device—it’s a personal assistant, medical tool, translator, productivity hub, and entertainment center. With the anticipated launch of iOS 26 at WWDC 2025, Apple is poised to redefine what mobility and intelligence mean in our daily lives.

From seamless AirPods-based live language translation to AI-generated emoji mashups and personalized app experiences, iOS 26 promises a leap forward. This convergence of usability and AI-powered convenience is already featured in the latest news on artificial intelligence and is a recurring theme in trending technology news globally.

Spatial Computing and the Vision of Tomorrow

Apple’s broader investment in spatial computing—especially with the Vision Pro ecosystem—could influence iOS 26 design. iOS may evolve not just to fit flat screens, but also to complement 3D interfaces, wearable AR, and spatial interaction layers. Analysts speculate that features like multimodal navigation, eye tracking compatibility, and gesture control could quietly be built into iOS 26 or its developer frameworks.

This evolution ties directly into future technology news and the future of AI news, where natural interfaces are replacing traditional input methods. Startups focused on spatial UX, virtual training, and immersive learning platforms stand to benefit greatly—an insight echoed across latest startup news discussions and business innovation conferences worldwide.

Economic Ripple Effect: What iOS 26 Means for the Global Tech Economy

Whenever Apple innovates at scale, it sends ripples through the global economy. From chipmakers and accessory manufacturers to software vendors and app startups, the iOS ecosystem sustains millions of jobs and billions in revenue.

Industry watchers and economists are already highlighting iOS 26 in top business news today due to:

Expected surge in app development post-release

Potential market share shift in premium devices

Influence on consumer buying cycles

Increased enterprise adoption of iOS-based workflows

Investors tracking current business news are factoring WWDC outcomes into Q3 and Q4 tech stock forecasts. This anticipated release is a hot topic in latest international business news, especially for stakeholders in the U.S., Europe, India, and Southeast Asia.

Inclusive AI: Apple’s Approach to Ethical Intelligence

Unlike some competitors, Apple is positioning its AI capabilities not just as powerful, but as ethical, private, and inclusive. iOS 26 is expected to deepen this commitment with features that prioritize:

On-device AI processing for maximum privacy

Accessibility improvements for disabled users

Context-aware responses aligned with user behavior and mental health

Such values-based innovation is gaining momentum in current international business news and policy circles. With increasing scrutiny on AI usage, Apple’s privacy-first AI is being viewed as a model for responsible tech development—a narrative now central to today’s business news headlines in English.

The Developer Perspective: WWDC 2025 as a Launchpad for Innovation

For the global developer community, WWDC has always been more than just a keynote. It’s a launchpad for the next generation of applications, platforms, and even startups. With iOS 26’s rumored features, developers can expect:

AI-based SDKs that support contextual personalization

Tools to integrate with Apple’s expanding health, fitness, and finance APIs

Enhanced RealityKit features for spatial and AR design

This empowers a wave of innovation in sectors like edtech, medtech, travel, fintech, and gaming—making it a goldmine of opportunity in business related news today and future tech investment roundups.

WWDC 2025: A Strategic Event with Global Implications

With iOS 26 expected to headline, WWDC 2025 isn’t just an Apple event—it’s a strategic milestone for the global technology industry. It’s where AI meets utility, where privacy meets personalization, and where the future of mobile computing is defined.

Key Takeaways:

Apple’s AI advancements will drive both consumer trends and enterprise strategies.

iOS 26 may influence how AI regulations are shaped, especially in the EU and U.S.

Investors, developers, and businesses must prepare for rapid shifts in user expectations and platform requirements.

Startups aligned with Apple’s AI, health, and spatial computing ecosystem are likely to attract funding and attention—central themes in top international business news today.

Final Thought: A New Chapter in Digital Intelligence

As we approach WWDC 2025, the excitement is more than justified. The expected launch of iOS 26 could mark a transformative chapter in how we experience the digital world. It’s not just about new features—it’s about a smarter, more human, and more ethical way of living with technology.

[jessicaalltick]

Alltick API: Real-Time Data Solutions from Quantitative Trading Primer to Professional Strategies

Why You Need to Eliminate 15-Minute Delayed Market Data?

In fast-paced financial markets, a 15-minute data delay can mean massive opportunity costs. While retail investors rely on outdated prices to formulate strategies, institutional traders have already executed multiple trades using real-time data. This information asymmetry exists not only in stock markets but also in forex, futures, and cryptocurrencies—delayed data essentially provides historical, not actionable insights for live trading.

Alltick API’s Competitive Edge

1. Millisecond-Level Real-Time Global Coverage

Unlike traditional minute-delayed feeds, Alltick API delivers:

Equities: Real-time quotes from 50+ exchanges (NYSE, Nasdaq, HKEX, etc.)

Crypto: Full-coverage pricing from Binance, Coinbase, and other top platforms

Forex & Futures: CME/ICE derivatives market depth data

Unique Tick-Level Streams: Granular order-by-order execution records

2. Quant-Optimized Infrastructure

Architected for algorithmic trading:

99.99% Uptime SLA with 24/7 monitoring

Smart Bandwidth Compression for cost-efficient high-frequency data

Dynamic Load Balancing for scalable request handling

Unified Historical + Real-Time APIs for seamless backtesting

3. Frictionless Developer Experience

Designed for quant newcomers and pros alike:

Multi-Language SDKs (Python/Java/C++)

Plug-and-Play Code Templates

Interactive API Debug Console

Comprehensive English/Chinese Documentation

7×12 Technical Support via Slack & Email

Real-World Use Cases

Case 1: Rapid Strategy Validation

Case 2: Cross-Market Arbitrage Monitoring

Multi-Asset Capabilities Enable:

Stock vs ETF price divergence alerts

Crypto cross-exchange arbitrage detection

Forex spot-futures basis analysis

Case 3: HFT System Deployment

Institutional-Grade Features:

Co-located server hosting

Custom binary protocols

Microsecond-precision timestamps

Order flow analytics toolkit

Choosing Your API Tier

FeatureFree FeedsLegacy VendorsAlltick ProLatency15+ minutes1-5 seconds<100msHistorical DepthEOD Only1 Year10+ YearsConcurrent ConnectionsSingle Thread10-50UnlimitedData FieldsBasic OHLCStandardImplied Volatility, GreeksSupportNoneEmail (Weekdays)Dedicated Engineer

Start Your Quant Journey Today

Whether You Are:

A developer building your first SMA strategy

A quant team stress-testing models

An institution managing multi-strategy portfolios

Alltick offers tailored solutions from free trials to enterprise-grade deployments. Sign Up Now to Get: ✅ 30-Day Full-Feature Trial ✅ Exclusive Quant Strategy Playbook ✅ $500 Cloud Computing Credits

Visit Alltick Official Site to Experience Market Pulse in Real Time. Transform Every Decision with Data That Beats the Speed of Markets.

(CTA: Click "Developer Hub" to configure SDK in 5 mins and claim your API key.)

Technical Highlights

WebSocket/ REST API Hybrid Architecture: Balance speed with flexibility

Regulatory-Compliant Data: FINRA/SEC-reviewed market feeds

Zero Data Gaps: Guaranteed 100% tick reconstruction accuracy

Smart Retry Mechanisms: Auto-reconnect during network instability

Why 2,300+ Hedge Funds Choose Alltick? *"Alltick's unified API eliminated our multi-vendor integration headaches. We achieved 37% faster strategy iteration cycles."* — Head of Quant Trading, Top 50 Crypto Fund

Upgrade Your Edge. Trade at the Speed of Now.

[writedocs111]

Scalable Developer Portals with WriteDocs AI | Blogspot

In today’s API-driven world, developer portals are more than just documentation hubs—they’re the front doors to your product. A well-structured portal empowers developers to integrate, build, and deploy faster. But as your tech stack grows and your developer ecosystem expands, keeping documentation clear, current, and consistent becomes a scaling nightmare. That’s where WriteDocs AI comes in.

Why Developer Portals Matter

A developer portal isn’t just a repository of API docs. It’s a complete interface where developers can:

Explore APIs and SDKs

Test endpoints

Get authentication keys

View use-case examples

Troubleshoot with logs and metrics

A seamless portal experience increases developer adoption, reduces support tickets, and builds trust in your product.

The Challenge of Scale

As your business grows, so does your documentation:

More APIs = more endpoints to explain

Frequent updates = ongoing doc maintenance

Diverse users = varied use cases to address

New regions/products = multilingual or modular content

Manually managing this growth is resource-heavy and error-prone. That’s why AI-powered documentation is becoming essential.

Enter WriteDocs AI

WriteDocs AI is a smart documentation solution built to scale with your development ecosystem. It leverages AI to automate and streamline the creation, editing, and management of technical content. Here's how it transforms your developer portal:

🔁 Continuous Sync with Your Codebase

WriteDocs AI can integrate directly with your code repositories and CI/CD pipelines. As APIs evolve, documentation is auto-updated—no more stale endpoints or broken examples.

✍️ Natural Language Generation

It turns code annotations, OpenAPI specs, or developer notes into human-readable, user-friendly content—instantly and accurately.

🌍 Scalable Multilingual Support

Need docs in English, Spanish, German, and more? WriteDocs AI can translate and localize your content for global developer communities.

📊 Analytics-Powered Insights

Understand which docs get the most views, where users drop off, or what topics are frequently searched. Optimize based on real-time behavior.

👥 Collaboration Made Easy

With version control, comment threads, and role-based access, your product, engineering, and technical writing teams can collaborate seamlessly.

Who Benefits?

Whether you're a startup with a fast-growing API product or an enterprise managing hundreds of microservices, WriteDocs AI makes scaling your portal painless.

Startups: Launch a professional portal fast without a full-time tech writer.

Enterprises: Maintain consistent documentation across distributed teams and multiple product lines.

DevRel teams: Free up time for community building instead of doc upkeep.

Final Thoughts

Developer portals are the connective tissue between your product and your users. Don’t let poor documentation become a bottleneck. With WriteDocs AI, you can build a scalable, intelligent, and developer-friendly portal that grows as fast as your code does.

Ready to upgrade your developer experience? Start scaling smarter with WriteDocs AI today.

[govindhtech]

Pixtral Large 25.02: Amazon Bedrock Serverless Multimodal AI

AWS releases Pixtral Large 25.02 for serverless Amazon Bedrock.

Amazon Bedrock Pixtral Large

The Pixtral Large 25.02 model is now completely managed and serverless on Amazon Bedrock. AWS was the first major cloud service to provide serverless, fully managed Pixtral Large.

Infrastructure design, specific expertise, and continual optimisation are often needed to manage massive foundation model (FM) computational demands. Many clients must manage complex infrastructures or choose between cost and performance when deploying sophisticated models.

Mistral AI's first multimodal model, Pixtral Large, combines high language understanding with advanced visuals. Its 128K context window makes it ideal for complex visual reasoning. The model performs well on MathVista, DocVQA, and VQAv2, proving its effectiveness in document analysis, chart interpretation, and natural picture understanding.

Pixtral Large excels at multilingualism. Global teams and apps can use English, French, German, Spanish, Italian, Chinese, Japanese, Korean, Portuguese, Dutch, and Polish. Python, Java, C, C++, JavaScript, Bash, Swift, and Fortran are among the 80 languages it can write and read.

Developers will like the model's agent-centric architecture since it integrates with current systems via function calling and JSON output formatting. Its sturdy system fast adherence improves dependability in large context situations and RAG applications.

This complex model is currently available in Amazon Bedrock without infrastructure for Pixtral Large. Serverless allows you to scale usage based on demand without prior commitments or capacity planning. No wasted resources mean you only pay for what you utilise.

Deduction across regions

Pixtral Large is now available in Amazon Bedrock across various AWS Regions due to cross-region inference.

Amazon Bedrock cross-Region inference lets you access a single FM across many regions with high availability and low latency for global applications. A model deployed in both the US and Europe may be accessible via region-specific API endpoints with various prefixes: us.model-id for US and eu.model-id for European.

By confining data processing within defined geographic borders, Amazon Bedrock may comply with laws and save latency by sending inference requests to the user's nearest endpoint. The system automatically manages load balancing and traffic routing across Regional installations to enable seamless scalability and redundancy without your monitoring.

How it works?

I always investigate how new capabilities might solve actual problems as a developer advocate. The Amazon Bedrock Converse API's new multimodal features were perfect for testing when she sought for help with her physics exam.

It struggled to solve these challenges. It realised this was the best usage for the new multimodal characteristics. The Converse API was used to create a rudimentary application that could comprehend photographs of a complex problem sheet with graphs and mathematical symbols. Once the physics test materials were uploaded, ask the model to explain the response process.

The following event impressed them both. Model interpreted schematics, mathematical notation, and French language, and described each difficulty step-by-step. The computer kept context throughout the talk and offered follow-up questions about certain issues to make teaching feel natural.

It was confident and ready for this test, showing how Amazon Bedrock's multimodal capabilities can provide users meaningful experiences.

Start now

The new method is available at US East (Ohio, N. Virginia), US West (Oregon), and Europe (Frankfurt, Ireland, Paris, Stockholm) Regional API endpoints. Regional availability reduces latency, meeting data residency criteria.

Use the AWS CLI, SDK, or Management Console to programmatically access the model using the model ID mistral.pixtral-large-2502-v1:0.

Developers and organisations of all sizes may now employ strong multimodal AI, a major leap. AWS serverless infrastructure with Mistral AI's cutting-edge model let you focus on designing innovative apps without worrying about complexity.

[jcmarchi]

Aditya Prakash, Founder and CEO of SKIDOS – Interview Series

New Post has been published on https://thedigitalinsider.com/aditya-prakash-founder-and-ceo-of-skidos-interview-series/

Aditya Prakash, Founder and CEO of SKIDOS – Interview Series

Aditya Prakash is the founder and CEO of SKIDOS, an award-winning edtech company based in Copenhagen, Denmark, that blends education and gaming to help children unlock their full potential. With a strong background in startups, strategic growth, and product innovation, Aditya has led SKIDOS to develop a proprietary SDK that transforms casual mobile games into engaging learning tools for math, English, and social-emotional skills. Under his leadership, SKIDOS has secured investments from top Danish investors, won multiple industry awards, and been recognized as one of Copenhagen’s most promising startups.

An alumnus of ISB, Hyderabad, and The Tuck School of Business, Dartmouth, Aditya has over two decades of experience across telecommunications, media, and FMCG. He played a key role in launching the first iPhone in India and pioneering luxury FMCG products. Beyond SKIDOS, he actively mentors pre-seed founders and invests in education and healthcare startups, driven by his passion for using technology to create meaningful social impact.

What inspired the creation of SKIDOS, and how was the need for AI-powered edutainment in early childhood education identified?

SKIDOS was created to address a fundamental issue in early childhood education- traditional classroom methods were failing to engage young learners. Many children were spending increasing amounts of time on screens, but much of it involved passive consumption with limited educational value. This presented a clear opportunity to rethink how technology could be used more meaningfully.

By combining the appeal of mobile games with structured learning content, SKIDOS introduced a new model of edutainment, transforming screen time into active, skill-building experiences. The potential of AI-powered learning became apparent early on, especially as children demonstrated varied learning speeds, interests, and strengths. AI offers the ability to personalize these experiences, making learning more engaging and effective. This vision was further reinforced by growing global trends such as digital adoption in education, the need for individualized learning, and a greater emphasis on social-emotional development alongside academics.

How does SKIDOS use AI to personalize learning experiences, and what makes your adaptive engine stand out in the edtech space?

SKIDOS uses AI to deliver personalized learning pathways that adjust dynamically to each child’s pace, performance, and preferences. The adaptive engine monitors user engagement and academic progress, enabling the system to modify content difficulty, recommend new learning modules, and reinforce key concepts as needed.

What makes SKIDOS distinct in the edtech space is its comprehensive approach. The platform goes beyond academic subjects to also support cognitive development and social-emotional learning. It incorporates multilingual and culturally adaptable content, ensuring relevance across global markets. Parental dashboards provide real-time insights into progress, helping caregivers support their child’s development at home. The combination of AI-driven personalization, curriculum alignment, and a focus on whole-child learning sets SKIDOS apart.

Can you share specific examples of how SKIDOS’ AI adapts to a child’s progress?

SKIDOS’ AI continually tracks how a child interacts with learning content, identifying their strengths, challenges, and preferred learning styles. Based on this data, the platform adjusts difficulty levels in real time, making lessons more challenging when a child is excelling or offering additional support when needed. Content is personalized based on age, academic history, and user behavior, ensuring a tailored experience that remains both effective and engaging.

Additionally, SKIDOS is building generative AI features that will allow children to interact with safe, controlled models. These models are designed to enhance English comprehension and math fluency through conversational, guided learning—bringing more interactivity and personalization into the experience.

How do you ensure SKIDOS’ AI aligns with educational standards and curriculum goals?

To maintain academic rigor, SKIDOS works closely with curriculum developers and subject matter experts to align its learning content with global standards, such as Common Core and the UK National Curriculum. Regular reviews and updates ensure that the content evolves in sync with changing educational benchmarks. The AI engine is trained on validated datasets to recognize learning patterns and deliver content that is both pedagogically sound and age appropriate. Continuous feedback loops, incorporating insights from parents, educators, and user performance, help refine content and keep it aligned with real-world classroom expectations. This process ensures that SKIDOS not only meets educational standards but also supports measurable learning outcomes.

What role does AI play in developing Social Emotional Learning (SEL) competencies in young learners?

AI enhances SEL in multiple ways. First, it enables personalized feedback that helps children become more self-aware understanding their emotions, learning behaviors, and areas of improvement. AI-powered games also present interactive scenarios that encourage empathy, decision-making, and conflict resolution, all within a safe, guided environment. Some tools can detect emotional cues through sentiment analysis and providing real-time prompts to help children manage their feelings. Virtual peers and chatbots offer a way to practice communication skills in a low-pressure setting. AI also supports educators and parents by delivering data-driven insights on a child’s emotional and social growth, enabling timely interventions when necessary.

How does SKIDOS ensure screen time remains productive rather than distracting?

SKIDOS is designed to ensure that digital engagement is both productive and purposeful. Each game is anchored in defined educational objectives, spanning academics, life skills, and social-emotional development. Gamification elements such as levels, challenges, and rewards are used to motivate children while reinforcing learning goals. To address parental concerns around excessive screen time, SKIDOS includes usage reports and progress dashboards that allow parents to monitor how time is spent. Content is developed in collaboration with education experts and aligned with proven frameworks like the Science of Reading and CASEL. These measures ensure that the platform supports healthy digital habits while promoting meaningful learning experiences.

What challenges did SKIDOS face in developing AI-driven educational games, and how were they addressed?

One of the major challenges was designing an AI system that could recommend the right educational games in real time, considering a child’s interests and past performance. Ensuring a seamless balance between engagement and pedagogy required significant research and iteration. SKIDOS addressed this by developing a robust recommendation engine that leverages behavioral and performance data to guide users toward relevant learning experiences. The system not only improves discoverability but also enhances gameplay, helping children stay motivated and focused. Continuous testing and expert feedback ensure that both fun and educational value remain central to every game.

What ethical considerations should edtech companies prioritize as AI becomes mainstream in education?

As AI takes on a larger role in education, companies must be proactive in addressing ethical responsibilities. Key areas of focus include:

Data privacy and security: Adhering to regulations like GDPR and COPPA and ensuring clear, transparent data practices.

Algorithmic fairness: Designing systems that avoid reinforcing biases and promote equitable learning outcomes across demographics.

Transparency and accountability: Clearly communicating how AI systems function, what data is collected, and how it is used.

Accessibility and inclusion: Making platforms usable for children with disabilities, different learning needs, or limited digital access.

Age-appropriate design: Ensuring content and interactivity are suitable for developmental stages and do not foster digital dependency.

Support for human educators and caregivers: Positioning AI as a tool that enhances, not replaces, the role of adults in a child’s learning journey.

Sustainable, responsible innovation: Prioritizing educational impact over commercial gain to build long-term value for learners.

These principles are essential not only for compliance but for fostering trust among parents, educators, and learners.

Do you see AI-powered learning replacing traditional models, or supporting a hybrid approach?

AI is not a replacement for traditional education but rather a powerful complement. Its strengths lie in personalizing learning, automating repetitive tasks, and expanding access to quality educational content. However, critical thinking, collaboration, and emotional intelligence, key components of holistic development, still require the human touch that teachers provide. The most effective path forward is a hybrid model where AI supports in-classroom learning through supplemental, on-demand resources. This blended approach combines the best of both worlds: the scalability and personalization of technology with the guidance, empathy, and creativity of educators.

How is SKIDOS working toward becoming the “Netflix of Edutainment”?

SKIDOS is building a comprehensive edutainment platform designed to deliver engaging, educational content at scale—mirroring the subscription-based convenience and diversity of platforms like Netflix. The platform offers access to 1,000+ learning activities spanning math, literacy, emotional well-being, and 21st-century skills, all under a single subscription. SKIDOS partners with game developers worldwide to transform kid-friendly games into educational experiences using its proprietary SDK. Personalization, safety, and quality remain at the core, supported by industry certifications and alignment with educational frameworks. The platform’s growing list of accolades, including the Parents’ Choice Award and recognition from Apple and Google, reflects its credibility and global appeal. With multilingual support and content designed for global accessibility, SKIDOS is steadily realizing its vision of becoming the go-to destination for fun, safe, and effective learning experiences.

How do you see AI evolving in the gamified learning space over the next five years?

AI will significantly advance gamified learning by enabling more immersive, intelligent, and inclusive experiences. Key developments on the horizon include:

Hyper-personalization: Real-time analysis of user behavior will drive content tailored to individual learning paths and emotional states.

Immersive environments: Integration with AR/VR will create rich, interactive worlds that make abstract concepts tangible.

AI-generated content: Dynamic storylines, challenges, and adaptive scenarios will reduce content fatigue and increase engagement.

SEL-focused experiences: AI will simulate real-world social scenarios to help children build empathy, teamwork, and emotional skills.

Data-driven instruction: Educators will receive real-time insights into each child’s progress, enabling more effective, targeted teaching.

Greater inclusivity: Language and accessibility barriers will diminish as AI adapts content for a broader spectrum of learners.

As gamified AI learning evolves, its potential to foster lifelong learning, close educational gaps, and make learning enjoyable for all ages will only continue to grow.

Thank you for the great interview, readers who wish to learn more should visit SKIDOS.

[howzitsa]

Hikvision 2MP 2.8mm ColorVu Fixed Bullet IP Camera Camera Image Sensor: 1/2.8" Progressive Scan CMOS Max. Resolution: 1920 × 1080 Min. Illumination: 0.0005 Lux @ (F1.0, AGC ON), 0 Lux with Light Shutter Time: 1/3 s to 1/100,000 s Angle Adjustment: Pan: 0° to 360°, tilt: 0° to 90°, rotate: 0° to 360° Lens Lens Type: Fixed focal lens, 2.8 mm optional Focal Length & FOV: 2.8 mm, horizontal FOV 107°, vertical FOV 56°, diagonal FOV 127° Lens Mount: M12 Iris Type: Fixed Aperture: F1.0 Depth Of Field: 2.8 mm, 1.7 m to ∞ DORI DORI: 2.8 mm, D: 46 m, O: 18 m, R: 9 m, I: 4 m Illuminator Supplement Light Type: White light Supplement Light Range: 40 m Smart Supplement Light: Yes Audio Audio Compression: -U: G.711ulaw/G.711alaw/G.722.1/G.726/MP2L2/PCM/MP3/AAC Audio Bit Rate: -U: 64 Kbps (G.711ulaw/G.711alaw)/16 Kbps (G.722.1)/16 Kbps (G.726)/32 to 192 Kbps (MP2L2)/8 to 320 Kbps (MP3)/16 to 64 Kbps (AAC) Audio Sampling Rate: -U: 8 kHz/16 kHz/32 kHz/44.1 kHz/48 kHz Environment Noise Filtering: -U: Yes Network Protocols: TCP/IP, ICMP, HTTP, HTTPS, FTP, DHCP, DNS, DDNS, RTP, RTSP, NTP, UPnP, SMTP, IGMP, 802.1X, QoS, IPv4, IPv6, UDP, Bonjour, SSL/TLS, PPPoE, SNMP Simultaneous Live View: Up to 6 channels API: Open Network Video Interface (PROFILE S, PROFILE G, PROFILE T), ISAPI, SDK User/Host: Up to 32 users. 3 user levels: administrator, operator and user Security: Password protection, complicated password, HTTPS encryption, IP address filter, Security Audit Log, basic and digest authentication for HTTP/HTTPS, TLS 1.1/1.2, WSSE and digest authentication for Open Network Video Interface Network Storage: NAS (NFS, SMB/CIFS), auto network replenishment (ANR) Client: iVMS-4200, Hik-Connect, Hik-Central Web Browser: Plug-in required live view: IE 10+ Plug-in free live view: Chrome 57.0+, Firefox 52.0+ Local service: Chrome 57.0+, Firefox 52.0+ Image Image Parameters Switch: Yes Image Settings: Rotate mode, saturation, brightness, contrast, sharpness, gain, white balance adjustable by client software or web browser Day/Night Switch: Day, Night, Auto, Schedule Wide Dynamic Range (WDR): 120 dB SNR: ≥ 52 dB Image Enhancement: BLC, HLC, 3D DNR Interface Ethernet Interface: 1 RJ45 10 M/100 M self-adaptive Ethernet port On-Board Storage: Built-in memory card slot, support microSD/SDHC/SDXC card, up to 256 GB Built-In Microphone: -U: Yes Reset Key: Yes Event Basic Event: Motion detection (human and vehicle targets classification), video tampering alarm, exception Smart Event: Line crossing detection, intrusion detection, region entrance detection, region exiting detection (support alarm triggering by specified target types (human and vehicle)) Scene change detection Linkage: Upload to NAS/memory card/FTP, notify surveillance center, trigger recording, trigger capture, send email Deep Learning Function Face Capture: Yes General Power: 12 VDC ± 25%, 0.5 A, max. 6.0 W, Ø5.5 mm coaxial power plug PoE: 802.3af, Class 3, 36 V to 57 V, 0.25 A to 0.15 A, max. 7.5 W Dimension: 215.2 mm × 78.8 mm × 78.6 mm (8.5" × 3.1" × 3.1") Package Dimension: 315 mm × 137 mm × 141 mm (12.4" × 5.4" × 5.6") Approx. 680 g (1.5 lb.): With Package Weight: Approx. 1000 g (2.2 lb.) Storage Conditions: -30 °C to 60 °C (-22 °F to 140 °F). Humidity 95% or less (non-condensing) Startup And Operating Conditions: -30 °C to 60 °C (-22 °F to 140 °F). Humidity 95% or less (non-condensing) Language: 33 languages English, Russian, Estonian, Bulgarian, Hungarian, Greek, German, Italian, Czech, Slovak, French, Polish, Dutch, Portuguese, Spanish, Romanian, Danish, Swedish, Norwegian, Finnish, Croatian, Slovenian, Serbian, Turkish, Korean, Traditional Chinese, Thai, Vietnamese, Japanese, Latvian, Lithuanian, Portuguese (Brazil), Ukrainian General Function: Anti-flicker, heartbeat, mirror, privacy mask, flash log, password reset via email, pixel counter Approval EMC: FCC SDoC (47 CFR Part 15, Subpart B); CE-EMC (EN 55032: 2015, EN 61000-3-2: 2014, EN 61000-3-3: 2013, EN 50130-4: 2011 +A1: 2014); RCM (AS/NZS CISPR 32: 2015); IC (ICES-003: Issue 6, 2016);KC (KN 32: 2015, KN 35: 2015) Safety: UL (UL 60950-1); CB (IEC 60950-1:2005 + Am 1:2009 + Am 2:2013, IEC 62368-1:2014); CE-LVD (EN 60950-1:2005 + Am 1:2009 + Am 2:2013, IEC 62368-1:2014); BIS (IS 13252(Part 1):2010+A1:2013+A2:2015); LOA (IEC/EN 60950-1) Environment: CE-RoHS (2011/65/EU); WEEE (2012/19/EU); Reach (Regulation (EC) No 1907/2006) Protection: IP67 (IEC 60529-2013)

[keploy]

Best Ai Coding Tools In 2025 For Developers

Did You Know : AI coding tools can write the whole whole with required test cases for you in mere seconds? Imagine not spending 5 hours on debugging a semicolon error!

Although coding is the cornerstone of software development, let's be honest: time and effort can be wasted on repeating boilerplate code, error troubleshooting, and examining big files. The good news? Coding processes are changing as a result of AI-powered tools, which free engineers from tedious work to concentrate on creativity and innovation.

These AI technologies have the potential to revolutionize coding, regardless of your level of experience. Let's examine the top AI coding tools and how they might increase your output.

Top AI Tools for Coding

1. GitHub Copilot

What It Is: GitHub Copilot is an AI-powered coding assistant developed by GitHub in collaboration with OpenAI.

Key Features:

Autocomplete code snippets for various programming languages.

Suggests functions, algorithms, and complex logic.

Integrates seamlessly with popular IDEs like Visual Studio Code and JetBrains.

Why Developers Love It: Simplifies repetitive coding tasks, accelerates development, and offers real-time insights into best practices.

2. Tabnine

What It Is: Tabnine is an AI assistant designed to provide intelligent code completions tailored to your specific programming needs.

Key Features:

Predictive code suggestions based on context.

Works offline, ensuring privacy for sensitive projects.

Supports a wide array of programming languages, including Python, Java, JavaScript, and C#.

Why Developers Love It: Developers praise Tabnine for its speed, accuracy, and ability to adapt to individual coding styles, making it an indispensable tool for enhancing productivity.

3. Amazon CodeWhisperer

What It Is: Amazon Q Developer is an AI-powered coding assistant built for cloud developers, particularly those working with AWS services.

Key Features:

Generates AWS SDK and API-specific code snippets.

Provides contextual recommendations for cloud integrations.

Highlights and mitigates security vulnerabilities in your code.

Why Developers Love It: Developers working on cloud-based applications find it invaluable for streamlining workflows and ensuring seamless AWS integration.

4. OpenAI GPT Models

What It Is: OpenAI's GPT models (such as GPT-4) are versatile tools for generating explanations, code snippets, debugging suggestions, and more.

Key Features:

Generates boilerplate code and pseudocode for complex tasks.

Explains algorithms in plain English, aiding in understanding and debugging.

Provides APIs for integration into custom development environments.

Why Developers Love It: GPT models are highly flexible and useful for everything from learning and prototyping to advanced debugging and algorithm development.

5. DeepCode

What It Is:DeepCode uses AI to provide code reviews and automatically identify potential bugs or vulnerabilities within your codebase.

Key Features:

Analyzes code quality and security, offering suggestions for improvements.

Detects bugs, security risks, and code smells using AI models trained on vast amounts of code.

Supports integration with GitHub, GitLab, and Bitbucket.

Why Developers Love It: DeepCode acts as a virtual code reviewer, allowing developers to catch issues before they reach production. It helps ensure high-quality code and is particularly valuable for teams working on large codebases.

6. Keploy.io

What It Is: Keploy.io is an open-source AI-powered testing platform that simplifies API and integration testing by auto-generating test cases and mocks.

Key Features:

Automatically reads and generate the unit test cases.

No manual effort in writing test scripts and is to maintain.

Integrates seamlessly with popular IDEs like Visual Studio Code and Cursor.

Why Developers Love It: Keploy removes the hassle of manually writing test cases, which makes unit testing easy and faster. It’s a must-have for teams aiming to improve test coverage without extra coding effort.

How AI Tools Are Transforming Development

Coding AI technologies are more than just a convenience; they are revolutionizing software development:

Increased Productivity: AI-powered debugging, test automation, and autocompletion free up developers' time to work on more complicated challenges rather than tedious ones.

Error Reduction: You may find flaws and inefficiencies in your code early on using automatic bug identification, AI-assisted reviews, and test automation platforms like Keploy, which ensures reliable API and integration testing.

Faster Learning Curve: Tools that make coding easier and offer helpful advice, such as GitHub Copilot, Tabnine, and Keploy's test case generation, are very helpful to beginners by reducing the need for manual scripting.

Smooth Collaboration: By integrating with cloud settings, tools such as Amazon CodeWhisperer improve teamwork and provide centralized management.

Enhanced Creativity: AI tools allow developers to concentrate on experimentation and invention by managing repetitive activities like code completion, debugging, and test case generation.

Best Practices for Using AI in Coding

Recognize Limitations: Always check and test the generated code because AI tools are prone to errors.

Utilize Repetitive Tasks with Leverage: Save time by automating boilerplate creation and documentation.

Combine with Version Control: To efficiently track changes and collaborate, store created code in platforms such as Git.

Keep Up: AI tools are always changing, so keep up with the latest developments.

Automation and originality in Balance: Make use of AI to improve your workflow, but never forget that your originality is priceless.

Conclusion

AI tools for coding are revolutionizing the way software is developed, offering unprecedented productivity, accuracy, and convenience. Whether you’re debugging microservices, creating cloud-based applications, or building prototypes, these tools are designed to make your work faster, better, and more efficient.

FAQs

Are AI tools for coding suitable for beginners?

Yes! Many tools, like GitHub Copilot, are beginner-friendly and guide users with intuitive suggestions.

Can AI tools replace developers?

No, AI tools are designed to complement developers, automating repetitive tasks while leaving creativity and problem-solving to humans.

Are these tools compatible with all programming languages?

Most tools support multiple languages like Python, JavaScript, Java, and Go. Check individual documentation for specifics.

Are there free AI coding tools?

Yes, tools like Tabnine offer free tiers, while others provide premium features via subscription.

[fantastictheoristdonut]

What are the features of BitBrowser?

As one of the three major fingerprint browsers, BitBrowser Browser is favored by cross-border e-commerce users because of its powerful functions. As a super practical fingerprint browser, its features are mainly reflected in the following aspects:

1. High-precision identity verification and user tracking

BitBrowser Browser generates its own stable fingerprint information by collecting the software and hardware information of the user's device. When a user visits a website, the website captures the user's device fingerprint information through JavaScript code for authentication and user tracking. Compared with traditional user tracking methods through cookies and IP addresses, BitBrowser Browser can analyze user behavior more accurately and improve data accuracy.

2. Excellent browsing performance

BitBrowser Browser is developed based on the globally popular Chrome kernel and uses a number of optimization technologies to significantly improve web browsing speed. This includes speeding up web page loading, improving web page rendering efficiency, and optimizing memory management to provide users with a smoother browsing experience.

3. Pay attention to user security and privacy protection

BitBrowser Browser adopts the concept of cloud security and uses cloud technology to securely monitor and encrypt users' browsing behavior, effectively preventing network attacks and privacy leaks. In addition, BitBrowser Browser also provides rich APIs and SDKs to help developers quickly develop applications suitable for their businesses.

4. One-stop cross-border service solution

BitBrowser Browser deeply integrates the core media, tools, and traffic resources of the transnational ecology to provide one-stop services for cross-border users. Through BitBrowser Browser, cross-border trading companies and independent stores can access overseas websites, social media, e-commerce platforms, etc., and can better understand market information and conduct overseas business. At the same time, BitBrowser Browser also supports switching between Chinese and English to meet the needs of different users.

5. Continuous innovation and optimization

BitBrowser Browser is committed to continuously optimizing the functions and performance of its products, while also providing rich personalized settings to meet the needs of different users. Users can adjust the browser's theme, fonts, layout, etc. according to their own preferences, so that the browser can better adapt to their own usage haBitBrowsers and provide users with a better experience. On the basis of maintaining its original advantages, BitBrowser Browser will continue to pay attention to the needs of users and meet user needs more innovatively in aspects such as identity verification, user tracking, and cross-border access. We will introduce new technologies.

To sum up, BitBrowser Browser, as one of the three major fingerprint browsers, focuses on high-precision identity verification and user tracking, excellent browsing performance, user security and privacy protection, and provides one-stop cross-border services. It also has Features such as continuous innovation and optimization. These characteristics make BitBrowser Browser highly competitive and user-satisfying in both domestic and international markets.

[anywaychina]

ANYWAY 10.3" E-Reader.

ANYWAY 10.3" E-Reader. Hardware - CPU: Quad-Core 1.6GHz - Network: Supports 2.4GHz WiFi - Memory: 1GB/2GB RAM with 16GB/32GB/64GB storage, expandable up to 128GB via TF card - Display: 10.3-inch E Ink screen with a resolution of 1404x1872 pixels, featuring 36-level front and reading lights - Touch: Capacitive touch display - Display Color: Black and white - Gray-scale level: 16 levels - Battery: 6000mAh - USB slot: Type-C - Card slot: TF card for storage expansion Software & Features - Operating System: Android 11.0 - SDK: Open SDK support - File Format Support: - Documents: PDF, EPUB, MOBI, TXT, FB2, DOC, AZW - Images: PNG, JPG, TIFF, GIF, BMP - Audio: WAV, MP3 - Other Features: Notes, Scribble, Dictionary, Calendar, Multi-language support for global languages like Arabic, Hebrew, English, Spanish, Chinese, etc. - Page turn capability: Approximately 10,000 pages per charge Physical Specifications - Dimensions: 230 x 196 x 6 mm - Weight: 280g Accessories - Quick guide, charger, protective case, warranty card Read the full article