MoreRSS

site iconHackerNoonModify

We are an open and international community of 45,000+ contributing writers publishing stories and expertise for 4+ million curious and insightful monthly readers.
Please copy the RSS to your reader, or quickly subscribe to:

Inoreader Feedly Follow Feedbin Local Reader

Rss preview of Blog of HackerNoon

A Beginner-to-Advanced Guide to Using DomoAI

2026-03-04 19:00:02

AI video generation has quietly become one of the most powerful creative tools on the internet. What once required a studio, expensive software, and professional editors can now be accomplished with prompts, reference images, and a browser tab. At the center of this shift is DomoAI, a complete AI Video Generator that combines animation, editing, upscaling, and stylization into one seamless workflow. For creators who want speed, flexibility, and visual impact, learning this platform can completely reshape how content is produced.

Who Should Start Learning AI Video?

AI video tools are no longer reserved for technical specialists. Social media managers, YouTubers, indie filmmakers, educators, musicians, and small business owners are now using AI animation to create consistent, high-quality visuals without hiring production teams. Anyone who produces explainers, ads, branded storytelling, or short-form content can benefit from adopting an AI Animation Generator into their workflow.

DomoAI stands out because it supports both realistic and stylized outputs, including a powerful AI Anime Video Generator built for character-driven and highly expressive visuals. This makes it appealing to beginners while remaining flexible enough for advanced creators building recognizable visual brands.

The Most Reliable Workflow for Beginners

New users should start with simple animation workflows. DomoAI’s Photo to Video AI Generator allows you to upload a single image and generate animated clips using the latest Animate V2.4.1 model. This teaches how prompts, lighting, and motion references influence results while keeping complexity low.

Once comfortable, move into text-based creation using the Text to Animation Generator. This lets creators generate short scenes from written prompts alone, helping refine prompt clarity, pacing, and mood control.

From there, creators can experiment with video-to-video style transfer, applying cinematic, artistic, or anime looks to existing footage while preserving original movement and framing.

Common Mistakes and How to Avoid Them

One of the most frequent mistakes beginners make is overloading prompts with too many conflicting instructions. This can confuse models and lead to inconsistent results. Short, descriptive prompts that define subject, lighting, and art style produce more reliable output. Another common issue is forgetting to plan for format. Decide early whether your content will live on TikTok, YouTube, or a website so aspect ratios and resolution are set correctly from the start.

Creators also tend to skip refinement. Using built-in Nano Banana Pro image editing tools to clean and adjust visuals before animation can significantly improve final quality and reduce visual artifacts.

How to Choose the Right Models and Styles

Anime-focused models are ideal for storytelling, gaming visuals, and stylized branding, while realistic models work better for professional marketing, training content, and product showcases. Choosing the right model should be guided by both platform and audience expectations.

Social platforms often reward bold, colorful visuals, while landing pages benefit from cinematic realism that builds trust and clarity

Advanced Topics: Motion, Lip Sync, and Frames-to-Video

Advanced creators can unlock powerful workflows using Frames-to-Video, which allows two to eight images to be animated into smooth transitional sequences. This is ideal for visual storytelling, transformations, and concept progression.

Lip-sync animation is another standout feature. With the AI Talking Photo Generator, any portrait can become a speaking avatar, enabling multilingual explainers, automated brand messaging, and virtual spokesperson content.

Motion reference tools further allow creators to guide gestures, camera movement, and pacing using uploaded reference clips.

\

Commercialization Tips and Use Cases

DomoAI is not only creative, but it is practical too. Musicians combine Suno audio with animation to produce music videos. Social media teams create daily content pipelines. Small brands generate ad creatives without hiring editors.

Tools like the AI Talking Photo Generator make it easy to produce lifelike speaking avatars—perfect for explainer videos, product walkthroughs, and multilingual content. Unlike many competitors that struggle with accurate lip-sync or charge extra for text-to-speech, DomoAI delivers high-resolution output, perfect mouth movement alignment, and multilingual voice support all in one place. Simply upload a front-facing image, add your script via Text-to-Speech or audio upload, and generate a talking avatar in minutes—no post-editing required.

DomoAI offers a free tier with limited credits to explore its features. Paid plans begin at $9.99/month for the Basic Plan (500 credits, no Relax Mode). The Standard Plan at $27.99/month includes 1,500 credits and access to Relax Mode, allowing unlimited generations without additional credit purchases. For high-volume creators, the Pro Plan offers 4,000 credits for $69.99/month, also with Relax Mode enabled—making it significantly more cost-effective than alternatives that require stacking subscriptions for similar functionality.

Navigating the Competitive Landscape: How DomoAI Stands Out

As AI video tools continue to evolve, creators are exploring platforms like Pollo.ai, Higgisfield, and Runway. While each offers unique features, DomoAI stands out by delivering a more complete and scalable solution.

Compared to Pollo.ai, which focuses on fast but limited output, DomoAI offers higher resolution (up to 4K), integrated lip-sync, and audio generation—key features for professional-grade content. Higgisfield, known for its cinematic motion controls, lacks native voice support and editing flexibility, making it less suited for end-to-end workflows.

DomoAI also provides longer max shot lengths, unlimited generations (via Relax Mode), and a lower starting price point than many alternatives. With full support for text-to-video, image-to-video, and avatar animation, it consolidates multiple creative steps into one platform.

Growth Paths for Content Creators

As creators become more skilled, DomoAI can support paid services, automated content channels, digital products, and branded storytelling packages. Because DomoAI replaces multiple subscriptions in a single platform, production becomes faster, cheaper, and easier to scale.

AI video generation is no longer a novelty. It is a creative advantage. And with one unified workflow, creators can move from idea to animation in minutes, unlocking a level of visual storytelling that once required a full production studio.

\

:::tip This story was distributed as a release by Jon Stojan under HackerNoon’s Business Blogging Program.

:::

\

Love in the Time of Artificial Shadows

2026-03-04 17:45:02

:::info Astounding Stories of Super-Science October, 1994, by Astounding Stories is part of HackerNoon’s Book Blog Post series. You can jump to any chapter in this book here. The Picture of Dorian Gray - Chapter VI

Astounding Stories of Super-Science October 1994: The Picture of Dorian Gray - Chapter VI

\ By Oscar Wilde

:::

\ “I suppose you have heard the news, Basil?” said Lord Henry that evening as Hallward was shown into a little private room at the Bristol where dinner had been laid for three.

“No, Harry,” answered the artist, giving his hat and coat to the bowing waiter. “What is it? Nothing about politics, I hope! They don’t interest me. There is hardly a single person in the House of Commons worth painting, though many of them would be the better for a little whitewashing.”

“Dorian Gray is engaged to be married,” said Lord Henry, watching him as he spoke.

Hallward started and then frowned. “Dorian engaged to be married!” he cried. “Impossible!”

“It is perfectly true.”

“To whom?”

“To some little actress or other.”

“I can’t believe it. Dorian is far too sensible.”

“Dorian is far too wise not to do foolish things now and then, my dear Basil.”

“Marriage is hardly a thing that one can do now and then, Harry.”

“Except in America,” rejoined Lord Henry languidly. “But I didn’t say he was married. I said he was engaged to be married. There is a great difference. I have a distinct remembrance of being married, but I have no recollection at all of being engaged. I am inclined to think that I never was engaged.”

“But think of Dorian’s birth, and position, and wealth. It would be absurd for him to marry so much beneath him.”

“If you want to make him marry this girl, tell him that, Basil. He is sure to do it, then. Whenever a man does a thoroughly stupid thing, it is always from the noblest motives.”

“I hope the girl is good, Harry. I don’t want to see Dorian tied to some vile creature, who might degrade his nature and ruin his intellect.”

“Oh, she is better than good—she is beautiful,” murmured Lord Henry, sipping a glass of vermouth and orange-bitters. “Dorian says she is beautiful, and he is not often wrong about things of that kind. Your portrait of him has quickened his appreciation of the personal appearance of other people. It has had that excellent effect, amongst others. We are to see her to-night, if that boy doesn’t forget his appointment.”

“Are you serious?”

“Quite serious, Basil. I should be miserable if I thought I should ever be more serious than I am at the present moment.”

“But do you approve of it, Harry?” asked the painter, walking up and down the room and biting his lip. “You can’t approve of it, possibly. It is some silly infatuation.”

“I never approve, or disapprove, of anything now. It is an absurd attitude to take towards life. We are not sent into the world to air our moral prejudices. I never take any notice of what common people say, and I never interfere with what charming people do. If a personality fascinates me, whatever mode of expression that personality selects is absolutely delightful to me. Dorian Gray falls in love with a beautiful girl who acts Juliet, and proposes to marry her. Why not? If he wedded Messalina, he would be none the less interesting. You know I am not a champion of marriage. The real drawback to marriage is that it makes one unselfish. And unselfish people are colourless. They lack individuality. Still, there are certain temperaments that marriage makes more complex. They retain their egotism, and add to it many other egos. They are forced to have more than one life. They become more highly organized, and to be highly organized is, I should fancy, the object of man’s existence. Besides, every experience is of value, and whatever one may say against marriage, it is certainly an experience. I hope that Dorian Gray will make this girl his wife, passionately adore her for six months, and then suddenly become fascinated by some one else. He would be a wonderful study.”

“You don’t mean a single word of all that, Harry; you know you don’t. If Dorian Gray’s life were spoiled, no one would be sorrier than yourself. You are much better than you pretend to be.”

Lord Henry laughed. “The reason we all like to think so well of others is that we are all afraid for ourselves. The basis of optimism is sheer terror. We think that we are generous because we credit our neighbour with the possession of those virtues that are likely to be a benefit to us. We praise the banker that we may overdraw our account, and find good qualities in the highwayman in the hope that he may spare our pockets. I mean everything that I have said. I have the greatest contempt for optimism. As for a spoiled life, no life is spoiled but one whose growth is arrested. If you want to mar a nature, you have merely to reform it. As for marriage, of course that would be silly, but there are other and more interesting bonds between men and women. I will certainly encourage them. They have the charm of being fashionable. But here is Dorian himself. He will tell you more than I can.”

“My dear Harry, my dear Basil, you must both congratulate me!” said the lad, throwing off his evening cape with its satin-lined wings and shaking each of his friends by the hand in turn. “I have never been so happy. Of course, it is sudden—all really delightful things are. And yet it seems to me to be the one thing I have been looking for all my life.” He was flushed with excitement and pleasure, and looked extraordinarily handsome.

“I hope you will always be very happy, Dorian,” said Hallward, “but I don’t quite forgive you for not having let me know of your engagement. You let Harry know.”

“And I don’t forgive you for being late for dinner,” broke in Lord Henry, putting his hand on the lad’s shoulder and smiling as he spoke. “Come, let us sit down and try what the new chef here is like, and then you will tell us how it all came about.”

“There is really not much to tell,” cried Dorian as they took their seats at the small round table. “What happened was simply this. After I left you yesterday evening, Harry, I dressed, had some dinner at that little Italian restaurant in Rupert Street you introduced me to, and went down at eight o’clock to the theatre. Sibyl was playing Rosalind. Of course, the scenery was dreadful and the Orlando absurd. But Sibyl! You should have seen her! When she came on in her boy’s clothes, she was perfectly wonderful. She wore a moss-coloured velvet jerkin with cinnamon sleeves, slim, brown, cross-gartered hose, a dainty little green cap with a hawk’s feather caught in a jewel, and a hooded cloak lined with dull red. She had never seemed to me more exquisite. She had all the delicate grace of that Tanagra figurine that you have in your studio, Basil. Her hair clustered round her face like dark leaves round a pale rose. As for her acting—well, you shall see her to-night. She is simply a born artist. I sat in the dingy box absolutely enthralled. I forgot that I was in London and in the nineteenth century. I was away with my love in a forest that no man had ever seen. After the performance was over, I went behind and spoke to her. As we were sitting together, suddenly there came into her eyes a look that I had never seen there before. My lips moved towards hers. We kissed each other. I can’t describe to you what I felt at that moment. It seemed to me that all my life had been narrowed to one perfect point of rose-coloured joy. She trembled all over and shook like a white narcissus. Then she flung herself on her knees and kissed my hands. I feel that I should not tell you all this, but I can’t help it. Of course, our engagement is a dead secret. She has not even told her own mother. I don’t know what my guardians will say. Lord Radley is sure to be furious. I don’t care. I shall be of age in less than a year, and then I can do what I like. I have been right, Basil, haven’t I, to take my love out of poetry and to find my wife in Shakespeare’s plays? Lips that Shakespeare taught to speak have whispered their secret in my ear. I have had the arms of Rosalind around me, and kissed Juliet on the mouth.”

“Yes, Dorian, I suppose you were right,” said Hallward slowly.

“Have you seen her to-day?” asked Lord Henry.

Dorian Gray shook his head. “I left her in the forest of Arden; I shall find her in an orchard in Verona.”

Lord Henry sipped his champagne in a meditative manner. “At what particular point did you mention the word marriage, Dorian? And what did she say in answer? Perhaps you forgot all about it.”

“My dear Harry, I did not treat it as a business transaction, and I did not make any formal proposal. I told her that I loved her, and she said she was not worthy to be my wife. Not worthy! Why, the whole world is nothing to me compared with her.”

“Women are wonderfully practical,” murmured Lord Henry, “much more practical than we are. In situations of that kind we often forget to say anything about marriage, and they always remind us.”

Hallward laid his hand upon his arm. “Don’t, Harry. You have annoyed Dorian. He is not like other men. He would never bring misery upon any one. His nature is too fine for that.”

Lord Henry looked across the table. “Dorian is never annoyed with me,” he answered. “I asked the question for the best reason possible, for the only reason, indeed, that excuses one for asking any question—simple curiosity. I have a theory that it is always the women who propose to us, and not we who propose to the women. Except, of course, in middle-class life. But then the middle classes are not modern.”

Dorian Gray laughed, and tossed his head. “You are quite incorrigible, Harry; but I don’t mind. It is impossible to be angry with you. When you see Sibyl Vane, you will feel that the man who could wrong her would be a beast, a beast without a heart. I cannot understand how any one can wish to shame the thing he loves. I love Sibyl Vane. I want to place her on a pedestal of gold and to see the world worship the woman who is mine. What is marriage? An irrevocable vow. You mock at it for that. Ah! don’t mock. It is an irrevocable vow that I want to take. Her trust makes me faithful, her belief makes me good. When I am with her, I regret all that you have taught me. I become different from what you have known me to be. I am changed, and the mere touch of Sibyl Vane’s hand makes me forget you and all your wrong, fascinating, poisonous, delightful theories.”

“And those are …?” asked Lord Henry, helping himself to some salad.

“Oh, your theories about life, your theories about love, your theories about pleasure. All your theories, in fact, Harry.”

“Pleasure is the only thing worth having a theory about,” he answered in his slow melodious voice. “But I am afraid I cannot claim my theory as my own. It belongs to Nature, not to me. Pleasure is Nature’s test, her sign of approval. When we are happy, we are always good, but when we are good, we are not always happy.”

“Ah! but what do you mean by good?” cried Basil Hallward.

“Yes,” echoed Dorian, leaning back in his chair and looking at Lord Henry over the heavy clusters of purple-lipped irises that stood in the centre of the table, “what do you mean by good, Harry?”

“To be good is to be in harmony with one’s self,” he replied, touching the thin stem of his glass with his pale, fine-pointed fingers. “Discord is to be forced to be in harmony with others. One’s own life—that is the important thing. As for the lives of one’s neighbours, if one wishes to be a prig or a Puritan, one can flaunt one’s moral views about them, but they are not one’s concern. Besides, individualism has really the higher aim. Modern morality consists in accepting the standard of one’s age. I consider that for any man of culture to accept the standard of his age is a form of the grossest immorality.”

“But, surely, if one lives merely for one’s self, Harry, one pays a terrible price for doing so?” suggested the painter.

“Yes, we are overcharged for everything nowadays. I should fancy that the real tragedy of the poor is that they can afford nothing but self-denial. Beautiful sins, like beautiful things, are the privilege of the rich.”

“One has to pay in other ways but money.”

“What sort of ways, Basil?”

“Oh! I should fancy in remorse, in suffering, in … well, in the consciousness of degradation.”

Lord Henry shrugged his shoulders. “My dear fellow, mediæval art is charming, but mediæval emotions are out of date. One can use them in fiction, of course. But then the only things that one can use in fiction are the things that one has ceased to use in fact. Believe me, no civilized man ever regrets a pleasure, and no uncivilized man ever knows what a pleasure is.”

“I know what pleasure is,” cried Dorian Gray. “It is to adore some one.”

“That is certainly better than being adored,” he answered, toying with some fruits. “Being adored is a nuisance. Women treat us just as humanity treats its gods. They worship us, and are always bothering us to do something for them.”

“I should have said that whatever they ask for they had first given to us,” murmured the lad gravely. “They create love in our natures. They have a right to demand it back.”

“That is quite true, Dorian,” cried Hallward.

“Nothing is ever quite true,” said Lord Henry.

“This is,” interrupted Dorian. “You must admit, Harry, that women give to men the very gold of their lives.”

“Possibly,” he sighed, “but they invariably want it back in such very small change. That is the worry. Women, as some witty Frenchman once put it, inspire us with the desire to do masterpieces and always prevent us from carrying them out.”

“Harry, you are dreadful! I don’t know why I like you so much.”

“You will always like me, Dorian,” he replied. “Will you have some coffee, you fellows? Waiter, bring coffee, and fine-champagne, and some cigarettes. No, don’t mind the cigarettes—I have some. Basil, I can’t allow you to smoke cigars. You must have a cigarette. A cigarette is the perfect type of a perfect pleasure. It is exquisite, and it leaves one unsatisfied. What more can one want? Yes, Dorian, you will always be fond of me. I represent to you all the sins you have never had the courage to commit.”

“What nonsense you talk, Harry!” cried the lad, taking a light from a fire-breathing silver dragon that the waiter had placed on the table. “Let us go down to the theatre. When Sibyl comes on the stage you will have a new ideal of life. She will represent something to you that you have never known.”

“I have known everything,” said Lord Henry, with a tired look in his eyes, “but I am always ready for a new emotion. I am afraid, however, that, for me at any rate, there is no such thing. Still, your wonderful girl may thrill me. I love acting. It is so much more real than life. Let us go. Dorian, you will come with me. I am so sorry, Basil, but there is only room for two in the brougham. You must follow us in a hansom.”

They got up and put on their coats, sipping their coffee standing. The painter was silent and preoccupied. There was a gloom over him. He could not bear this marriage, and yet it seemed to him to be better than many other things that might have happened. After a few minutes, they all passed downstairs. He drove off by himself, as had been arranged, and watched the flashing lights of the little brougham in front of him. A strange sense of loss came over him. He felt that Dorian Gray would never again be to him all that he had been in the past. Life had come between them…. His eyes darkened, and the crowded flaring streets became blurred to his eyes. When the cab drew up at the theatre, it seemed to him that he had grown years older.

\

:::info About HackerNoon Book Series: We bring you the most important technical, scientific, and insightful public domain books.

This book is part of the public domain. Astounding Stories. (2009). ASTOUNDING STORIES OF SUPER-SCIENCE, OCTOBER 1994. USA. Project Gutenberg. Release date: October 1, 1994, from https://www.gutenberg.org/cache/epub/174/pg174-images.html

This eBook is for the use of anyone anywhere at no cost and with almost no restrictions whatsoever.  You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at www.gutenberg.org, located at https://www.gutenberg.org/policy/license.html.

:::

\

The Algorithm of Forever

2026-03-04 17:00:08

:::info Astounding Stories of Super-Science October, 1994, by Astounding Stories is part of HackerNoon’s Book Blog Post series. You can jump to any chapter in this book here. The Picture of Dorian Gray - Chapter V

Astounding Stories of Super-Science October 1994: The Picture of Dorian Gray - Chapter V

\ By Oscar Wilde

:::

\ “Mother, Mother, I am so happy!” whispered the girl, burying her face in the lap of the faded, tired-looking woman who, with back turned to the shrill intrusive light, was sitting in the one arm-chair that their dingy sitting-room contained. “I am so happy!” she repeated, “and you must be happy, too!”

Mrs. Vane winced and put her thin, bismuth-whitened hands on her daughter’s head. “Happy!” she echoed, “I am only happy, Sibyl, when I see you act. You must not think of anything but your acting. Mr. Isaacs has been very good to us, and we owe him money.”

The girl looked up and pouted. “Money, Mother?” she cried, “what does money matter? Love is more than money.”

“Mr. Isaacs has advanced us fifty pounds to pay off our debts and to get a proper outfit for James. You must not forget that, Sibyl. Fifty pounds is a very large sum. Mr. Isaacs has been most considerate.”

“He is not a gentleman, Mother, and I hate the way he talks to me,” said the girl, rising to her feet and going over to the window.

“I don’t know how we could manage without him,” answered the elder woman querulously.

Sibyl Vane tossed her head and laughed. “We don’t want him any more, Mother. Prince Charming rules life for us now.” Then she paused. A rose shook in her blood and shadowed her cheeks. Quick breath parted the petals of her lips. They trembled. Some southern wind of passion swept over her and stirred the dainty folds of her dress. “I love him,” she said simply.

“Foolish child! foolish child!” was the parrot-phrase flung in answer. The waving of crooked, false-jewelled fingers gave grotesqueness to the words.

The girl laughed again. The joy of a caged bird was in her voice. Her eyes caught the melody and echoed it in radiance, then closed for a moment, as though to hide their secret. When they opened, the mist of a dream had passed across them.

Thin-lipped wisdom spoke at her from the worn chair, hinted at prudence, quoted from that book of cowardice whose author apes the name of common sense. She did not listen. She was free in her prison of passion. Her prince, Prince Charming, was with her. She had called on memory to remake him. She had sent her soul to search for him, and it had brought him back. His kiss burned again upon her mouth. Her eyelids were warm with his breath.

Then wisdom altered its method and spoke of espial and discovery. This young man might be rich. If so, marriage should be thought of. Against the shell of her ear broke the waves of worldly cunning. The arrows of craft shot by her. She saw the thin lips moving, and smiled.

Suddenly she felt the need to speak. The wordy silence troubled her. “Mother, Mother,” she cried, “why does he love me so much? I know why I love him. I love him because he is like what love himself should be. But what does he see in me? I am not worthy of him. And yet—why, I cannot tell—though I feel so much beneath him, I don’t feel humble. I feel proud, terribly proud. Mother, did you love my father as I love Prince Charming?”

The elder woman grew pale beneath the coarse powder that daubed her cheeks, and her dry lips twitched with a spasm of pain. Sybil rushed to her, flung her arms round her neck, and kissed her. “Forgive me, Mother. I know it pains you to talk about our father. But it only pains you because you loved him so much. Don’t look so sad. I am as happy to-day as you were twenty years ago. Ah! let me be happy for ever!”

“My child, you are far too young to think of falling in love. Besides, what do you know of this young man? You don’t even know his name. The whole thing is most inconvenient, and really, when James is going away to Australia, and I have so much to think of, I must say that you should have shown more consideration. However, as I said before, if he is rich …”

“Ah! Mother, Mother, let me be happy!”

Mrs. Vane glanced at her, and with one of those false theatrical gestures that so often become a mode of second nature to a stage-player, clasped her in her arms. At this moment, the door opened and a young lad with rough brown hair came into the room. He was thick-set of figure, and his hands and feet were large and somewhat clumsy in movement. He was not so finely bred as his sister. One would hardly have guessed the close relationship that existed between them. Mrs. Vane fixed her eyes on him and intensified her smile. She mentally elevated her son to the dignity of an audience. She felt sure that the tableau was interesting.

“You might keep some of your kisses for me, Sibyl, I think,” said the lad with a good-natured grumble.

“Ah! but you don’t like being kissed, Jim,” she cried. “You are a dreadful old bear.” And she ran across the room and hugged him.

James Vane looked into his sister’s face with tenderness. “I want you to come out with me for a walk, Sibyl. I don’t suppose I shall ever see this horrid London again. I am sure I don’t want to.”

“My son, don’t say such dreadful things,” murmured Mrs. Vane, taking up a tawdry theatrical dress, with a sigh, and beginning to patch it. She felt a little disappointed that he had not joined the group. It would have increased the theatrical picturesqueness of the situation.

“Why not, Mother? I mean it.”

“You pain me, my son. I trust you will return from Australia in a position of affluence. I believe there is no society of any kind in the Colonies—nothing that I would call society—so when you have made your fortune, you must come back and assert yourself in London.”

“Society!” muttered the lad. “I don’t want to know anything about that. I should like to make some money to take you and Sibyl off the stage. I hate it.”

“Oh, Jim!” said Sibyl, laughing, “how unkind of you! But are you really going for a walk with me? That will be nice! I was afraid you were going to say good-bye to some of your friends—to Tom Hardy, who gave you that hideous pipe, or Ned Langton, who makes fun of you for smoking it. It is very sweet of you to let me have your last afternoon. Where shall we go? Let us go to the park.”

“I am too shabby,” he answered, frowning. “Only swell people go to the park.”

“Nonsense, Jim,” she whispered, stroking the sleeve of his coat.

He hesitated for a moment. “Very well,” he said at last, “but don’t be too long dressing.” She danced out of the door. One could hear her singing as she ran upstairs. Her little feet pattered overhead.

He walked up and down the room two or three times. Then he turned to the still figure in the chair. “Mother, are my things ready?” he asked.

“Quite ready, James,” she answered, keeping her eyes on her work. For some months past she had felt ill at ease when she was alone with this rough stern son of hers. Her shallow secret nature was troubled when their eyes met. She used to wonder if he suspected anything. The silence, for he made no other observation, became intolerable to her. She began to complain. Women defend themselves by attacking, just as they attack by sudden and strange surrenders. “I hope you will be contented, James, with your sea-faring life,” she said. “You must remember that it is your own choice. You might have entered a solicitor’s office. Solicitors are a very respectable class, and in the country often dine with the best families.”

“I hate offices, and I hate clerks,” he replied. “But you are quite right. I have chosen my own life. All I say is, watch over Sibyl. Don’t let her come to any harm. Mother, you must watch over her.”

“James, you really talk very strangely. Of course I watch over Sibyl.”

“I hear a gentleman comes every night to the theatre and goes behind to talk to her. Is that right? What about that?”

“You are speaking about things you don’t understand, James. In the profession we are accustomed to receive a great deal of most gratifying attention. I myself used to receive many bouquets at one time. That was when acting was really understood. As for Sibyl, I do not know at present whether her attachment is serious or not. But there is no doubt that the young man in question is a perfect gentleman. He is always most polite to me. Besides, he has the appearance of being rich, and the flowers he sends are lovely.”

“You don’t know his name, though,” said the lad harshly.

“No,” answered his mother with a placid expression in her face. “He has not yet revealed his real name. I think it is quite romantic of him. He is probably a member of the aristocracy.”

James Vane bit his lip. “Watch over Sibyl, Mother,” he cried, “watch over her.”

“My son, you distress me very much. Sibyl is always under my special care. Of course, if this gentleman is wealthy, there is no reason why she should not contract an alliance with him. I trust he is one of the aristocracy. He has all the appearance of it, I must say. It might be a most brilliant marriage for Sibyl. They would make a charming couple. His good looks are really quite remarkable; everybody notices them.”

The lad muttered something to himself and drummed on the window-pane with his coarse fingers. He had just turned round to say something when the door opened and Sibyl ran in.

“How serious you both are!” she cried. “What is the matter?”

“Nothing,” he answered. “I suppose one must be serious sometimes. Good-bye, Mother; I will have my dinner at five o’clock. Everything is packed, except my shirts, so you need not trouble.”

“Good-bye, my son,” she answered with a bow of strained stateliness.

She was extremely annoyed at the tone he had adopted with her, and there was something in his look that had made her feel afraid.

“Kiss me, Mother,” said the girl. Her flowerlike lips touched the withered cheek and warmed its frost.

“My child! my child!” cried Mrs. Vane, looking up to the ceiling in search of an imaginary gallery.

“Come, Sibyl,” said her brother impatiently. He hated his mother’s affectations.

They went out into the flickering, wind-blown sunlight and strolled down the dreary Euston Road. The passersby glanced in wonder at the sullen heavy youth who, in coarse, ill-fitting clothes, was in the company of such a graceful, refined-looking girl. He was like a common gardener walking with a rose.

Jim frowned from time to time when he caught the inquisitive glance of some stranger. He had that dislike of being stared at, which comes on geniuses late in life and never leaves the commonplace. Sibyl, however, was quite unconscious of the effect she was producing. Her love was trembling in laughter on her lips. She was thinking of Prince Charming, and, that she might think of him all the more, she did not talk of him, but prattled on about the ship in which Jim was going to sail, about the gold he was certain to find, about the wonderful heiress whose life he was to save from the wicked, red-shirted bushrangers. For he was not to remain a sailor, or a supercargo, or whatever he was going to be. Oh, no! A sailor’s existence was dreadful. Fancy being cooped up in a horrid ship, with the hoarse, hump-backed waves trying to get in, and a black wind blowing the masts down and tearing the sails into long screaming ribands! He was to leave the vessel at Melbourne, bid a polite good-bye to the captain, and go off at once to the gold-fields. Before a week was over he was to come across a large nugget of pure gold, the largest nugget that had ever been discovered, and bring it down to the coast in a waggon guarded by six mounted policemen. The bushrangers were to attack them three times, and be defeated with immense slaughter. Or, no. He was not to go to the gold-fields at all. They were horrid places, where men got intoxicated, and shot each other in bar-rooms, and used bad language. He was to be a nice sheep-farmer, and one evening, as he was riding home, he was to see the beautiful heiress being carried off by a robber on a black horse, and give chase, and rescue her. Of course, she would fall in love with him, and he with her, and they would get married, and come home, and live in an immense house in London. Yes, there were delightful things in store for him. But he must be very good, and not lose his temper, or spend his money foolishly. She was only a year older than he was, but she knew so much more of life. He must be sure, also, to write to her by every mail, and to say his prayers each night before he went to sleep. God was very good, and would watch over him. She would pray for him, too, and in a few years he would come back quite rich and happy.

The lad listened sulkily to her and made no answer. He was heart-sick at leaving home.

Yet it was not this alone that made him gloomy and morose. Inexperienced though he was, he had still a strong sense of the danger of Sibyl’s position. This young dandy who was making love to her could mean her no good. He was a gentleman, and he hated him for that, hated him through some curious race-instinct for which he could not account, and which for that reason was all the more dominant within him. He was conscious also of the shallowness and vanity of his mother’s nature, and in that saw infinite peril for Sibyl and Sibyl’s happiness. Children begin by loving their parents; as they grow older they judge them; sometimes they forgive them.

His mother! He had something on his mind to ask of her, something that he had brooded on for many months of silence. A chance phrase that he had heard at the theatre, a whispered sneer that had reached his ears one night as he waited at the stage-door, had set loose a train of horrible thoughts. He remembered it as if it had been the lash of a hunting-crop across his face. His brows knit together into a wedge-like furrow, and with a twitch of pain he bit his underlip.

“You are not listening to a word I am saying, Jim,” cried Sibyl, “and I am making the most delightful plans for your future. Do say something.”

“What do you want me to say?”

“Oh! that you will be a good boy and not forget us,” she answered, smiling at him.

He shrugged his shoulders. “You are more likely to forget me than I am to forget you, Sibyl.”

She flushed. “What do you mean, Jim?” she asked.

“You have a new friend, I hear. Who is he? Why have you not told me about him? He means you no good.”

“Stop, Jim!” she exclaimed. “You must not say anything against him. I love him.”

“Why, you don’t even know his name,” answered the lad. “Who is he? I have a right to know.”

“He is called Prince Charming. Don’t you like the name? Oh! you silly boy! you should never forget it. If you only saw him, you would think him the most wonderful person in the world. Some day you will meet him—when you come back from Australia. You will like him so much. Everybody likes him, and I … love him. I wish you could come to the theatre to-night. He is going to be there, and I am to play Juliet. Oh! how I shall play it! Fancy, Jim, to be in love and play Juliet! To have him sitting there! To play for his delight! I am afraid I may frighten the company, frighten or enthrall them. To be in love is to surpass one’s self. Poor dreadful Mr. Isaacs will be shouting ‘genius’ to his loafers at the bar. He has preached me as a dogma; to-night he will announce me as a revelation. I feel it. And it is all his, his only, Prince Charming, my wonderful lover, my god of graces. But I am poor beside him. Poor? What does that matter? When poverty creeps in at the door, love flies in through the window. Our proverbs want rewriting. They were made in winter, and it is summer now; spring-time for me, I think, a very dance of blossoms in blue skies.”

“He is a gentleman,” said the lad sullenly.

“A prince!” she cried musically. “What more do you want?”

“He wants to enslave you.”

“I shudder at the thought of being free.”

“I want you to beware of him.”

“To see him is to worship him; to know him is to trust him.”

“Sibyl, you are mad about him.”

She laughed and took his arm. “You dear old Jim, you talk as if you were a hundred. Some day you will be in love yourself. Then you will know what it is. Don’t look so sulky. Surely you should be glad to think that, though you are going away, you leave me happier than I have ever been before. Life has been hard for us both, terribly hard and difficult. But it will be different now. You are going to a new world, and I have found one. Here are two chairs; let us sit down and see the smart people go by.”

They took their seats amidst a crowd of watchers. The tulip-beds across the road flamed like throbbing rings of fire. A white dust—tremulous cloud of orris-root it seemed—hung in the panting air. The brightly coloured parasols danced and dipped like monstrous butterflies.

She made her brother talk of himself, his hopes, his prospects. He spoke slowly and with effort. They passed words to each other as players at a game pass counters. Sibyl felt oppressed. She could not communicate her joy. A faint smile curving that sullen mouth was all the echo she could win. After some time she became silent. Suddenly she caught a glimpse of golden hair and laughing lips, and in an open carriage with two ladies Dorian Gray drove past.

She started to her feet. “There he is!” she cried.

“Who?” said Jim Vane.

“Prince Charming,” she answered, looking after the victoria.

He jumped up and seized her roughly by the arm. “Show him to me. Which is he? Point him out. I must see him!” he exclaimed; but at that moment the Duke of Berwick’s four-in-hand came between, and when it had left the space clear, the carriage had swept out of the park.

“He is gone,” murmured Sibyl sadly. “I wish you had seen him.”

“I wish I had, for as sure as there is a God in heaven, if he ever does you any wrong, I shall kill him.”

She looked at him in horror. He repeated his words. They cut the air like a dagger. The people round began to gape. A lady standing close to her tittered.

“Come away, Jim; come away,” she whispered. He followed her doggedly as she passed through the crowd. He felt glad at what he had said.

When they reached the Achilles Statue, she turned round. There was pity in her eyes that became laughter on her lips. She shook her head at him. “You are foolish, Jim, utterly foolish; a bad-tempered boy, that is all. How can you say such horrible things? You don’t know what you are talking about. You are simply jealous and unkind. Ah! I wish you would fall in love. Love makes people good, and what you said was wicked.”

“I am sixteen,” he answered, “and I know what I am about. Mother is no help to you. She doesn’t understand how to look after you. I wish now that I was not going to Australia at all. I have a great mind to chuck the whole thing up. I would, if my articles hadn’t been signed.”

“Oh, don’t be so serious, Jim. You are like one of the heroes of those silly melodramas Mother used to be so fond of acting in. I am not going to quarrel with you. I have seen him, and oh! to see him is perfect happiness. We won’t quarrel. I know you would never harm any one I love, would you?”

“Not as long as you love him, I suppose,” was the sullen answer.

“I shall love him for ever!” she cried.

“And he?”

“For ever, too!”

“He had better.”

She shrank from him. Then she laughed and put her hand on his arm. He was merely a boy.

At the Marble Arch they hailed an omnibus, which left them close to their shabby home in the Euston Road. It was after five o’clock, and Sibyl had to lie down for a couple of hours before acting. Jim insisted that she should do so. He said that he would sooner part with her when their mother was not present. She would be sure to make a scene, and he detested scenes of every kind.

In Sybil’s own room they parted. There was jealousy in the lad’s heart, and a fierce murderous hatred of the stranger who, as it seemed to him, had come between them. Yet, when her arms were flung round his neck, and her fingers strayed through his hair, he softened and kissed her with real affection. There were tears in his eyes as he went downstairs.

His mother was waiting for him below. She grumbled at his unpunctuality, as he entered. He made no answer, but sat down to his meagre meal. The flies buzzed round the table and crawled over the stained cloth. Through the rumble of omnibuses, and the clatter of street-cabs, he could hear the droning voice devouring each minute that was left to him.

After some time, he thrust away his plate and put his head in his hands. He felt that he had a right to know. It should have been told to him before, if it was as he suspected. Leaden with fear, his mother watched him. Words dropped mechanically from her lips. A tattered lace handkerchief twitched in her fingers. When the clock struck six, he got up and went to the door. Then he turned back and looked at her. Their eyes met. In hers he saw a wild appeal for mercy. It enraged him.

“Mother, I have something to ask you,” he said. Her eyes wandered vaguely about the room. She made no answer. “Tell me the truth. I have a right to know. Were you married to my father?”

She heaved a deep sigh. It was a sigh of relief. The terrible moment, the moment that night and day, for weeks and months, she had dreaded, had come at last, and yet she felt no terror. Indeed, in some measure it was a disappointment to her. The vulgar directness of the question called for a direct answer. The situation had not been gradually led up to. It was crude. It reminded her of a bad rehearsal.

“No,” she answered, wondering at the harsh simplicity of life.

“My father was a scoundrel then!” cried the lad, clenching his fists.

She shook her head. “I knew he was not free. We loved each other very much. If he had lived, he would have made provision for us. Don’t speak against him, my son. He was your father, and a gentleman. Indeed, he was highly connected.”

An oath broke from his lips. “I don’t care for myself,” he exclaimed, “but don’t let Sibyl…. It is a gentleman, isn’t it, who is in love with her, or says he is? Highly connected, too, I suppose.”

For a moment a hideous sense of humiliation came over the woman. Her head drooped. She wiped her eyes with shaking hands. “Sibyl has a mother,” she murmured; “I had none.”

The lad was touched. He went towards her, and stooping down, he kissed her. “I am sorry if I have pained you by asking about my father,” he said, “but I could not help it. I must go now. Good-bye. Don’t forget that you will have only one child now to look after, and believe me that if this man wrongs my sister, I will find out who he is, track him down, and kill him like a dog. I swear it.”

The exaggerated folly of the threat, the passionate gesture that accompanied it, the mad melodramatic words, made life seem more vivid to her. She was familiar with the atmosphere. She breathed more freely, and for the first time for many months she really admired her son. She would have liked to have continued the scene on the same emotional scale, but he cut her short. Trunks had to be carried down and mufflers looked for. The lodging-house drudge bustled in and out. There was the bargaining with the cabman. The moment was lost in vulgar details. It was with a renewed feeling of disappointment that she waved the tattered lace handkerchief from the window, as her son drove away. She was conscious that a great opportunity had been wasted. She consoled herself by telling Sibyl how desolate she felt her life would be, now that she had only one child to look after. She remembered the phrase. It had pleased her. Of the threat she said nothing. It was vividly and dramatically expressed. She felt that they would all laugh at it some day.

\

:::info About HackerNoon Book Series: We bring you the most important technical, scientific, and insightful public domain books.

This book is part of the public domain. Astounding Stories. (2009). ASTOUNDING STORIES OF SUPER-SCIENCE, OCTOBER 1994. USA. Project Gutenberg. Release date: October 1, 1994, from https://www.gutenberg.org/cache/epub/174/pg174-images.html

This eBook is for the use of anyone anywhere at no cost and with almost no restrictions whatsoever.  You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at www.gutenberg.org, located at https://www.gutenberg.org/policy/license.html.

:::

\

Threshold Launches All-in-One Bitcoin Liquidity App

2026-03-04 15:53:36

New York, United States, March 3rd, 2026/Chainwire/--Threshold Network, the decentralized blockchain protocol behind tBTC, has introduced an update to its decentralized application featuring an all-in-one Unified Bitcoin App that enables users to route Bitcoin across major chains through a single interface.

This new unified routing interface brings minting, redeeming, bridging, tracking, and native BTC swaps into a single application: The Threshold App. Users can now move Bitcoin across ecosystems through a coordinated system, rather than stitching together multiple tools or navigating between different Decentralized protocols.

This release simplifies how Bitcoin enters and moves across DeFi, offering a more user-friendly on-chain experience with tBTC. Whether a transaction requires a swap, a bridge, or multiple steps, execution is seamlessly coordinated through a single interface

https://www.youtube.com/embed/RuQUQXe_3eQ (embedded video)

Coordinated Execution Instead of Fragmented Workflows

Historically, moving BTC into tBTC and across chains required multiple disconnected workflows: minting in one app, bridging via another protocol, swapping on separate exchanges, and manually checking the best price for each transaction. This fragmented process introduced friction, higher execution risk, added costs, and unnecessary complexity for users attempting to access DeFi with Bitcoin.

The Threshold All-in-one Bitcoin Liquidity App streamlines this experience by consolidating minting, bridging, swapping, and cost tracking into a single coordinated interface. Instead of manually comparing bridges and liquidity venues, users receive optimized routing options based on cost, speed, and reliability, such as the fastest or lowest-cost path: all within the Threshold Network App.

By abstracting multi-step transactions into a single seamless flow, the router significantly lowers the barrier for Bitcoin holders to use BTC across major ecosystems, including Ethereum, Arbitrum, Base, Sui, Starknet, and other integrated chains. The result is a simpler, more efficient way to move Bitcoin into DeFi.

Native BTC Execution with Deep Liquidity

Native BTC swaps are integrated directly into the routing engine, leveraging deep Ethereum liquidity to deliver competitive pricing and more efficient execution compared to fragmented, chain-specific pools.

“Capital should move efficiently across chains without requiring users to manage infrastructure decisions,” said MacLane Wilkison, Co-Founder of Threshold Network. “The new Threshold Bitcoin app coordinates liquidity sourcing and settlement behind the interface, enabling more efficient Bitcoin deployment across ecosystems.”

The update also strengthens the utility of Threshold’s token (T). The App tracks staked $T from the connected wallet and automatically applies minting and redemption fee waivers for eligible users. Gasless minting remains available as an opt-in feature, further reducing transaction costs.

Additionally, the router enables streamlined conversions from assets such as WBTC and cbBTC directly into tBTC on the destination chain, providing more direct and efficient access to Bitcoin liquidity across DeFi ecosystems.

Integrated Infrastructure Across Major Networks. Currently, the router connects Bitcoin, Ethereum, Arbitrum, Base, Sui, and Starknet within one coordinated framework. It integrates native tBTC mint and redeem flows, established bridging infrastructure, and DEX aggregation to ensure reliable settlement across chains.

All transactions are tracked in real time and are fully resumable. If a user disconnects or closes a session, progress is preserved. Fee logic is staking-aware, with eligible T stakers seeing applicable redemption fees waived directly within the interface.

\ New Features:

  • Unified Routing Interface: Enables minting, redeeming, swapping, and bridging from a single entry point. Users select source and destination assets, and the system automatically constructs the optimal execution path.
  • Multi-Chain Connectivity: Supports Bitcoin, Ethereum, Arbitrum, Base, Sui, and StarkNet within a single coordinated framework. Users can move BTC or tBTC across ecosystems without managing separate bridge interfaces.
  • Smart Route Discovery and Ranking: Automatically evaluates possible transaction paths and ranks them by cost, speed, reliability, and simplicity. Users are presented with clearly labeled best options.
  • Native BTC Swaps: Provides direct access to BTC liquidity with competitive execution, while enabling seamless conversion of assets such as cbBTC or wBTC into tBTC on a user’s chosen destination network.
  • Integrated Liquidity and Bridging Stack: Connects tBTC mint and redeem flows with established bridging infrastructure and DEX aggregation to coordinate multi-step transactions seamlessly.
  • Resumable Transactions: Persists in-flight operations, allowing users to refresh, disconnect, or return later without losing progress. Reduces failed cross-chain flows and operational friction
  • $T Staking-Aware Fee Display: Recognizes T staking status and surfaces fee waivers directly in the interface, reinforcing participation incentives.
  • Unified tBTC Explorer and Transaction Tracking: The new explorer section of the app consolidates historical mint, redeem, bridge, and swap activity into a single view, improving transparency and user oversight.

Impact for Users and Stakeholders

This release expands the utility of tBTC across six ecosystems while increasing throughput across minting, bridging, and swap flows. By embedding routing intelligence directly into the protocol interface, Threshold captures more activity within its infrastructure and further strengthens staking incentives tied to network usage.

With this launch, Threshold advances its role from Bitcoin asset issuance to core infrastructure for Bitcoin mobility, coordinating capital movement seamlessly across chains and unlocking more efficient access to decentralized finance.

Users can explore the new Bitcoin App today at https://app.threshold.network

About Threshold Network

Threshold Network is the decentralized protocol behind tBTC, a non-custodial, 1:1 Bitcoin-backed asset secured by a 51-of-100 threshold signer model. tBTC enables native BTC to move across chains like Ethereum, Base, Sui, Arbitrum, and Starknet without requiring custodians or compromising security. With over 6 years of proven security and about $5.1B in bridge volume, Threshold offers the most battle-tested, trust-minimized Bitcoin infrastructure onchain.

Contact

Threshold Network

[email protected]

:::tip This story was published as a press release by Chainwire under HackerNoon’s Business Blogging Program

:::

Disclaimer:

This article is for informational purposes only and does not constitute investment advice. Cryptocurrencies are speculative, complex, and involve high risks. This can mean high prices volatility and potential loss of your initial investment. You should consider your financial situation, investment purposes, and consult with a financial advisor before making any investment decisions. The HackerNoon editorial team has only verified the story for grammatical accuracy and does not endorse or guarantee the accuracy, reliability, or completeness of the information stated in this article. #DYOR

\

Paradex Signals Upcoming $DIME Token Generation Event

2026-03-04 15:15:07

Toronto, Canada, March 3rd, 2026/--Paradex has announced that the Token Generation Event for its native token, $DIME, is expected to take place soon. The launch represents the next phase in the exchange’s development.

Institutional Background and Market Growth

Paradex was developed by the team behind Paradigm, an institutional crypto derivatives liquidity network that has processed more than $1 trillion in trading volume. That background is reflected in Paradex’s focus on execution quality, capital efficiency, and market structure.

Since launching their on-chain perpetuals exchange, Paradex has recorded:

  • Over $250 billion in cumulative trading volume
  • Approximately $550 million in open interest
  • More than 75,000 users
  • Peak daily trading volume above $3 billion

The exchange operates with an offchain central limit order book (CLOB) for matching, and settles transactions through a high-throughput Layer 2 appchain secured by zk-STARK proofs on Ethereum.

Focus on Market Structure and Privacy

A key differentiator for Paradex is its approach to information exposure. On transparent blockchains, position sizes and liquidation levels can often be observed publicly. Paradex encrypts sensitive state data prior to settlement while using zero-knowledge proofs to maintain validity. Access to detailed account information is restricted to verified users.

In addition, the exchange incorporates:

  • Zero trading fees for retail participants
  • Retail Price Improvement flow segmentation
  • A no auto-deleveraging risk model
  • Onchain vault infrastructure for yield strategies

These features are designed to reduce execution friction and mitigate structural risks that have historically limited institutional participation in decentralized derivatives markets.

$DIME and Network Alignment

According to Messari’s research coverage, $DIME will launch on Paradex’s spot market and will serve as the native gas token of Paradex Chain.

Messari notes that the token is structured to reduce the traditional conflict of interest between equity holders and tokenholders by directing economic value accrual to the $DIME token itself. Rather than implementing automatic buyback formulas, Paradex intends to conduct buybacks on a discretionary basis, with decisions guided by market conditions and ecosystem considerations.

Token Allocation Overview 

Messari outlines the following allocation structure for $DIME:

  • 25.1 percent Core Contributors
  • 25.0 percent Community Airdrop
  • 20.0 percent to Season 2 XP holders
  • 5.0 percent to Pre-Season and Season 1 XP holders
  • Fully unlocked at launch
  • 21.6 percent Ongoing Community Rewards
  • 13.4 percent Paradigm Shareholders
  • 10.4 percent preferred equity investors subject to a 12-month linear unlock beginning one month after listing
  • 1.0 percent common equity holders
  • 2.0 percent reserved for Paradigm’s balance sheet
  • 6.0 percent Foundation Budget
  • 5.0 percent Liquidity Programs
  • 3.9 percent Future Core Contributors and Advisors

80% of the tokens allocated to Core Contributors and Paradigm shareholders are subject to performance-based unlock conditions. The remaining 20 percent follows a time-based vesting schedule, with 25 percent unlocking one year after listing and the remainder vesting monthly over the following 36 months.

This structure is intended to align long-term incentives between contributors and the broader community.

Looking Ahead

Paradex has stated that it plans to expand beyond perpetual futures into spot markets, options, real-world asset products, and more. The $DIME TGE represents a shift toward a network model in which the token underpins economic coordination and value accrual across the platform.

With measurable trading activity, defined tokenomics, and a focus on privacy-preserving infrastructure, the upcoming launch of $DIME will provide a clearer view into how Paradex intends to scale its on-chain derivatives model over the long term.

Further details regarding timing and listing specifics are expected to be released in the coming days. Users can check Paradex’s socials for more information.

About Paradex

Paradex is a privacy-focused decentralized perpetual futures exchange built on its own high-performance Layer 2 appchain using the Starknet stack. The platform combines an off-chain central limit order book for execution with zk-STARK-secured on-chain settlement to deliver centralized-level efficiency within a self-custodial framework.

Developed by the team behind Paradigm, an institutional crypto derivatives liquidity network that has processed over $1 trillion in trading volume, Paradex emphasizes market structure, capital efficiency, and position confidentiality. The exchange currently supports more than 100 markets and integrates features such as Retail Price Improvement flow segmentation, a no auto-deleveraging risk model, and on-chain vault infrastructure.

Paradex aims to expand its ecosystem beyond perpetual futures into spot markets, options, real-world asset products, and more, positioning itself as a broader on-chain financial infrastructure platform.

For more information, users can visit Paradex’s official website and social channels.

Contact

PR Lead

Joshua Nwaelleh

Paradex

[email protected]

:::tip This story was published as a press release by Chainwire under HackerNoon’s Business Blogging Program

:::

Disclaimer:

This article is for informational purposes only and does not constitute investment advice. Cryptocurrencies are speculative, complex, and involve high risks. This can mean high prices volatility and potential loss of your initial investment. You should consider your financial situation, investment purposes, and consult with a financial advisor before making any investment decisions. The HackerNoon editorial team has only verified the story for grammatical accuracy and does not endorse or guarantee the accuracy, reliability, or completeness of the information stated in this article. #DYOR

\

The TechBeat: People, Process, Context: The Operating Model Modern Defect Resolution Needs (3/4/2026)

2026-03-04 15:11:26

How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## 6 Ways to Use a Crypto Exchange Aggregator and Save on Swaps By @swapzone [ 7 Min read ] Maximize your crypto swaps! Learn 6 ways an exchange aggregator saves you money. Find the best rates on Bitcoin, Ethereum, & other cryptocurrencies on DEXs. Read More.

MEXC Reports 2.35 Million Users Across AI Trading Suite in First Six Months

By @mexcmedia [ 2 Min read ] MEXC reports 2.35M users across its AI trading suite, with 10.8M interactions and record activity during October’s flash crash. Read More.

The End of CI/CD Pipelines: The Dawn of Agentic DevOps

By @davidiyanu [ 10 Min read ] GitHub's agent fixed my flaky test in 11 minutes. No human wrote code. But when it fails, instead of a stack trace, you get an outcome. Read More.

RAG: A Data Problem Disguised as AI

By @davidiyanu [ 5 Min read ] RAG fails less from the LLM and more from retrieval: bad chunking, weak metadata, embedding drift, and stale indexes. Fix the pipeline first. Read More.

SERP Benchmarks: Success Rates and Latency at Scale

By @brightdata [ 8 Min read ] ​​We benchmark SERP APIs for success rate, ​​speed, and stability under load. Learn which setup delivers consistent results for AI agents ​​and deep research. Read More.

Inside Tencent Games’ Real-Time Event-Driven Analytics System

By @scylladb [ 9 Min read ] Tencent Games built a real-time CQRS analytics system with Pulsar and ScyllaDB to power global gameplay monitoring and risk control. Read More.

We Need to Sound the Alarm on Technical Debt. Here’s How I Do It.

By @dataops [ 3 Min read ] Technical debt isn’t refactoring—it’s hidden risk. A powerful racecar analogy to help engineers explain why cutting corners can end in disaster. Read More.

Beyond the Demo: Why LLM Applications Crash in Production

By @davidiyanu [ 8 Min read ] Production is the unmarked minefield that begins the moment you accept arbitrary user input and promise reliability. Read More.

The 7 Best Coparenting Apps in 2026

By @stevebeyatte [ 7 Min read ] Compare the 7 best co-parenting apps in 2026, including BestInterest, OurFamilyWizard, and TalkingParents. Find the right app for high-conflict situations. Read More.

How to Earn with Crypto Staking: A Practical Comparison of Popular Options

By @MichaelJerlis [ 2 Min read ] Explore crypto staking options in 2026, compare ETH and SOL yields, and see how platforms like EMCD simplify earning passive income. Read More.

People, Process, Context: The Operating Model Modern Defect Resolution Needs

By @playerzero [ 15 Min read ] Modern software teams ship faster than ever, but defect resolution lags; PlayerZero aligns people, process, and context for predictable reliability. Read More.

The Residential Proxy Problem: Shared Infrastructure and Rapid Rotation

By @ipinfo [ 8 Min read ] Analysis of 170M residential proxy IPs reveals rapid rotation and 46% cross-provider overlap—breaking traditional fraud detection models. Read More.

The Next Trillion-Dollar AI Shift: Why OpenClaw Changes Everything for LLMs

By @thomascherickal [ 14 Min read ] OpenClaw lets you run frontier AI models like Minimax M2.5 and GLM-5 100% locally on Mac M3 or DGX Spark — zero API costs, total privacy. Here's how. Read More.

Claude Opus 4.6 and GPT-5.3 Codex: Evaluating the New Leaders in AI-Driven Software Engineering

By @ArunDHANARAJ_gfaknebg [ 14 Min read ] Compare Claude Opus 4.6 and GPT‑5.3 Codex across reasoning, coding, benchmarks, pricing, and safety to guide enterprise AI and agentic workload decisions.

Read More.

The 7 Leading Requirements Management Software Solutions in 2026

By @stevebeyatte [ 5 Min read ] An in-depth guide to th 7 leading requirements management software solutions in 2026. Compare Jama Connect, DOORS, Polarion, and more to find the right fit. Read More.

Optimise LLM usage costs with Semantic Cache

By @birukum [ 11 Min read ] Agentic AI workflows can create a financial black hole. Learn how semantic caching uses vector similarity to cut your LLM token burn by 24%. Read More.

It's Not Kubernetes. It Never Was.

By @davidiyanu [ 8 Min read ] Kubernetes isn't breaking your multi-cloud strategy; your org structure is. A senior engineer explains why your deployment pipeline is fighting you. Read More.

I Was Ready to Return My DGX Spark. Then NVIDIA's January Update Changed Everything.

By @paoloap [ 8 Min read ] I almost returned the $4,000 DGX Spark. Then NVIDIA dropped 30 playbooks, 2.5x performance gains, and hybrid routing. Read More.

Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?

By @aimodels44 [ 8 Min read ] A new study suggests AGENTS.md-style repo context files can reduce coding-agent success while raising inference cost. Here’s why—and what to do instead. Read More.

The OpenClaw Saga: How the Last Two Weeks Changed the Agentic AI World Forever

By @thomascherickal [ 22 Min read ] OpenClaw has exposed the biggest issues in the hyperscaler companies, and it is the leader in AI agents. However, it is a security risk. Use local LLMs instead! Read More. 🧑‍💻 What happened in your world this week? It's been said that writing can help consolidate technical knowledge, establish credibility, and contribute to emerging community standards. Feeling stuck? We got you covered ⬇️⬇️⬇️ ANSWER THESE GREATEST INTERVIEW QUESTIONS OF ALL TIME We hope you enjoy this worth of free reading material. Feel free to forward this email to a nerdy friend who'll love you for it. See you on Planet Internet! With love, The HackerNoon Team ✌️