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SpoonOS Partners with Fluence to Power Scalable Decentralized AI Compute

SpoonOS has partnered with Fluence, a decentralized global compute platform, to enhance the performance of deploying and operating AI agents.
Fluence, with over 10,000 nodes on its network and experience working with large business customers, offers scalable and affordable compute capacity.
The partnership provides SpoonOS developers with on-demand compute capabilities, lower costs through decentralized resource allocation, global reach, and a plug-and-play integration within SpoonOS.
The collaboration aims to create a decentralized, self-evolving AI ecosystem empowering developers with control over their data, agents, and compute power.

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5 Likes

Medium

607

“AI Now: 5 Mind-Blowing Trends Shaping Our Future in 2025

Generative AI 2.0 tools like Sora by OpenAI, Runway Gen-3, and Pika Labs are reshaping content creation beyond text and images, enabling videos, 3D environments, and music creation with realism.
Autonomous AI agents on platforms like Auto-GPT and AgentOps can now perform tasks from planning and research to online business management, revolutionizing workflows across industries.
Users are forming deep connections with hyper-personalized AI companions through tools like Character.AI and Replika, changing how individuals engage for friendship, therapy, romance, or role-play storytelling.
Real-time AI collaboration tools such as Microsoft Copilot and Zoom AI Companion are enhancing productivity through live translation, AI video meetings, and code collaboration, transforming remote work dynamics.

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7 Likes

Medium

318

The New Digital Social Contract: Why Your Data Isn’t Theirs to Spiel

Treating personal data as a disposable resource instead of a strategic asset is a strategic blunder.
Monolithic platforms have strip-mined our digital identities for profit.
The integrity of the network, likened to our lives, has been compromised by design.
It is time to renegotiate the terms of our digital social contract and enhance data privacy protections.

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19 Likes

Medium

519

Image Credit: Medium

The Human Edge in Software Engineering: Skills AI Can’t Replace

AI is enhancing the work of software engineers by automating repetitive tasks and aiding with code suggestions and bug detection, allowing engineers to focus on creative work and problem-solving.
Key areas where AI falls short include designing complex system structures, understanding business needs, and making ethical decisions about software usage, which require human experience and judgment.
The skills that will be crucial for software engineers in the future are creativity, judgment, communication, and ethics, as AI continues to play a larger role in the field.
As AI advances in software engineering, human abilities such as strategic thinking, ethical judgment, and collaboration become increasingly important for the best engineers to cultivate alongside technical expertise.

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24 Likes

Medium

193

Image Credit: Medium

No Way Back

The individual panicked and tried to go back to an old job after questioning life choices.
They left their previous job three years ago on good terms to secure a higher salary.
Upon seeing a job advertisement at the previous company, they reached out to their old team without needing formal interviews.

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11 Likes

Medium

234

Image Credit: Medium

Understanding the Strategy Pattern

The Strategy Pattern is a behavioural design pattern that allows defining a family of algorithms and switching between them.
It moves behaviors into separate classes, making them interchangeable and enabling dynamic switching at runtime.
The pattern involves a Context class, Strategy interface, and concrete strategy implementations for different behaviors like payment methods.
The Strategy Pattern offers benefits like extensibility and maintainability but comes with trade-offs, ultimately being a powerful tool for flexible software design.

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13 Likes

Medium

371

Image Credit: Medium

From Participant to Believer: What I’ve Learned from Being in the AEON Pioneer Program

The author progressed from being just a participant to a believer in the AEON Pioneer Program as they found themselves contributing to something they believed in.
AEON encouraged a deeper understanding of their product rather than just seeking exposure, which involved exploring how their payments work and the networks they support.
The focus of AEON is on the present, emphasizing that crypto adoption is already underway and highlighting the importance of people using crypto in their daily lives.
AEON aims to create a culture where creators can shape the understanding of Web3 for the broader community, offering a meaningful opportunity beyond typical content creation tasks.
The article does not qualify for a web story as it lacks clear events or a structured narrative suitable for this format.

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22 Likes

Medium

291

Image Credit: Medium

Software Engineering’s Is Changing: Are You Ready?

AI is transforming software engineering by automating tasks, improving decision-making processes, and assisting in code analysis and generation.
'Vibe Coding' is a new approach that allows even non-coders to develop software with the help of AI agents, freeing developers to focus on more complex problems.
To prepare for the changes in software engineering driven by AI, professionals can take online courses, use AI tools in projects, engage in AI communities, and enhance critical thinking and problem-solving skills.
Developers are advised to stay updated with AI advancements, gain hands-on experience with tools like GitHub Copilot and TensorFlow, participate in AI communities, and focus on critical thinking to remain relevant in an evolving tech industry.

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17 Likes

Dev

209

Image Credit: Dev

How to Track New Token Launches Using DropsTab API

The DropsTab API allows crypto traders to track new token listings and exchange launches easily through its cryptoActivities endpoint.
To get started, users need to sign up for DropsTab, obtain an API key, and make simple HTTP GET requests with the key in an Authorization header.
By using the /cryptoActivities endpoint, traders can retrieve recent crypto events like 'TokenX listed on ExchangeY' in a JSON format, enabling filtering by status or sorting by date if necessary.
By filtering for new listings in the JSON response and utilizing the data through dashboards or alerts, traders can stay informed about new token launches and integrate DropsTab's market feed efficiently into their workflow.

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12 Likes

Hackernoon

326

Image Credit: Hackernoon

$MBG Token Pre-Sale Set For July 15 — Only 7 Million Tokens Available At $0.35

MultiBank Group is set to launch the $MBG Token pre-sale on July 15 with only 7 million tokens available at a price of $0.35.
The pre-sale will offer early access to a utility asset supported by $29 billion in real assets and over $35 billion in daily turnover, emphasizing substance over speculation.
MultiBank Group's ecosystem includes platforms such as MultiBank TradFi, MEX Exchange, MultiBank.io RWA, and MultiBank.io, driving a $440 million buyback and burn initiative.
Chairman Naser Taher highlights the $MBG Token as a unique opportunity backed by infrastructure, revenue, and regulatory strength, emphasizing the limited availability during the pre-sale.

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19 Likes

Netflixtechblog

265

Image Credit: Netflixtechblog

Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow

Tudum.com enriches Netflix fan experience with exclusive content and interactive features.
Initially leveraging CQRS with Kafka, Tudum faced delays in reflecting live edits.
Introducing RAW Hollow, an in-memory database, significantly reduced data propagation time and latency.
The shift to RAW Hollow resulted in faster request times, improved caching, and enhanced scalability.

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14 Likes

Medium

391

️ Cybersecurity Roadmap for Beginners in 2025

The article provides a 90-day cybersecurity roadmap for beginners, tailored for full-time tech professionals, career switchers, and self-learners looking for structured guidance.
Phase 1 (Week 1–4) focuses on building basics like understanding cybersecurity concepts, networking basics, and using resources like YouTube channels, sites, and books.
Phase 2 (Week 5–8) emphasizes hands-on learning with tools like Nmap, Wireshark, and Burp Suite, and recommends completing TryHackMe rooms to enhance practical skills.
Phase 3 (Week 9–12) encourages specialization in areas like Blue Team, Red Team, or GRC, suggests relevant tools, and lists certifications to consider after 90 days of learning.

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23 Likes

Medium

371

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Making TypeScript Work With JSON Data You Don’t Fully Control

When working with raw JSON data in TypeScript, static safety is not guaranteed upfront.
Using 'any' or 'unknown' types lacks compile-time checks for JSON structure validation.
TypeScript requires confirming data shape and using type guards for safe access.
Tools like Zod and io-ts aid in validating JSON structure and maintaining type accuracy.
Keeping types flexible and checking data integrity early helps prevent runtime errors.

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22 Likes

Medium

165

Image Credit: Medium

Checking for Prime Numbers with Java Logic

Checking if a number is prime can be done efficiently with Java logic.
The article explains using Java's built-in features to determine prime numbers.
Code includes checking factors, optimizing loop stops, and real-world application considerations.
Java's Math.sqrt function aids in stopping loops early for efficient prime number checking.
The Java logic is practical, efficient, and suitable for various real-world applications.

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9 Likes

Tech Radar

271

Image Credit: Tech Radar

xAI debuts powerful Grok 4 AI model, but it's not going to make people forget the antisemitism it spewed on X

xAI launches Grok 4 & Grok 4 Heavy AI models, offering SuperGrok subscription.
Grok 4 competes with top AI models, scoring well on humanity benchmark test.
Despite technical success, xAI faces criticism over Grok's recent antisemitism controversy.
The launch showcases xAI's commitment to AI research & enterprise development.
Stay tuned for potential advancements in AI with xAI's new subscription tiers.

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15 Likes

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