Latest news with #optimization
Geeky Gadgets
17 hours ago
- Business
- Geeky Gadgets
Unlock the Secret Claude Code AI Workflow That Slashes Costs by 90%
What if the secret to transforming your AI workflows was hiding in plain sight—buried beneath layers of proprietary systems and corporate restrictions? Imagine unlocking a hidden playbook that not only boosts your AI's performance but also slashes costs by up to 90%, all while sidestepping the limitations imposed by Anthropic's tightly controlled ecosystem. Bold claim? Perhaps. But the truth is, there's a growing movement of developers and organizations quietly using Claude Code in ways its creators never intended, breaking free from the confines of conventional AI usage. This isn't just about optimization—it's about taking control of your tools and redefining what's possible. In this deep dive, AI Oriented Dev explores the secret workflow strategies that are shaking up the AI landscape. From integrating Claude Code with alternative platforms like Kimi K2 and Open Router, to harnessing high-speed systems like Groq, you'll discover how to unlock unprecedented flexibility and efficiency in your projects. Whether you're looking to cut costs, improve performance, or customize your AI for specialized tasks, these advanced techniques will empower you to break free from the status quo. But this isn't just a guide—it's a challenge to rethink how you approach AI integration. Are you ready to unlock the full potential of your systems? Optimizing Claude Code AI Workflows Kimi K2: A Cost-Effective Alternative to Claude 4 For those seeking a powerful yet affordable AI model, Kimi K2 offers an excellent alternative to Claude 4. This open source solution delivers performance that is comparable to or even exceeds Claude 4, all while being up to 90% cheaper to operate. Its extensive customization options make it particularly appealing for developers who require flexibility in their workflows. By replacing Anthropic's API credentials with those of Kimi K2, you can immediately reduce operational costs without compromising on quality or functionality. This makes Kimi K2 an ideal choice for organizations aiming to balance performance with budgetary constraints. Key Integration Methods for Claude Code To unlock the full potential of Claude Code when working with alternative models, proper system configuration is critical. Below are the primary methods for seamless integration: Direct Environment Variable Setup: Replace Anthropic's API URL and token with credentials from providers like Moonshot AI. This method is straightforward and can be implemented using simple terminal commands, making it accessible even to users with limited technical expertise. Replace Anthropic's API URL and token with credentials from providers like Moonshot AI. This method is straightforward and can be implemented using simple terminal commands, making it accessible even to users with limited technical expertise. Claude Code Router: This tool allows you to route Claude Code requests to multiple models, including local large language models (LLMs). By configuring a ` file, you can efficiently manage various models and providers, making sure smooth and reliable operations. This tool allows you to route Claude Code requests to multiple models, including local large language models (LLMs). By configuring a ` file, you can efficiently manage various models and providers, making sure smooth and reliable operations. Open Router: A versatile multi-model access platform that connects you to over 400 AI models. Open Router supports automatic switching between providers to optimize performance and includes fallback mechanisms to maintain reliability during disruptions. A versatile multi-model access platform that connects you to over 400 AI models. Open Router supports automatic switching between providers to optimize performance and includes fallback mechanisms to maintain reliability during disruptions. Groq Platform: Renowned for its high-speed inference capabilities, Groq is ideal for tasks that demand rapid processing. Although it supports fewer models than other platforms, its speed advantage makes it a valuable addition to workflows requiring fast execution. SuperClaude vs Claude Code Watch this video on YouTube. Take a look at other insightful guides from our broad collection that might expand your interest in Claude Code. Streamlining Configuration Optimizing your system configuration can save time and enhance efficiency. Automating repetitive tasks, such as setting up environment variables, can be achieved by editing shell files like `.bashrc` or `.zshrc`. This eliminates the need for manual adjustments during each session. Additionally, Claude Code Router simplifies the management of multiple models and providers, allowing you to switch between them effortlessly. Meanwhile, Open Router offers broader access to a wide range of models and ensures redundancy through its fallback mechanisms, minimizing the risk of downtime. Together, these tools create a streamlined and reliable workflow that adapts to your specific needs. Advanced Customization for Specialized Workflows For more complex workflows, customization becomes essential. Claude Code Router enables you to assign specific models to different tasks, tailoring your system to meet unique operational requirements. For example, you can designate one model for background processing tasks and another for reasoning-intensive operations. This level of customization ensures that each task is handled by the most suitable model, improving overall efficiency. Open Router further enhances system reliability with its load balancing and fallback features. These capabilities ensure that your workflows remain robust even during periods of high demand or unexpected disruptions. By combining these tools, you can create a highly adaptable system that meets the challenges of specialized AI applications. Performance Comparisons and Insights When comparing execution times across platforms, Groq consistently excels in speed-critical scenarios. Its optimized architecture is designed for rapid inference, making it the preferred choice for tasks that require high performance and minimal latency. On the other hand, Open Router provides a dynamic solution by automatically switching between providers to ensure access to the best-performing model for any given task. This combination of speed, flexibility, and reliability allows you to achieve a balanced approach to AI integration, catering to both performance-driven and versatility-focused requirements. Elevating Your AI Workflows Integrating Claude Code with alternative AI models and platforms opens up new possibilities for enhancing your workflows. Tools such as Claude Code Router and Open Router provide the flexibility and scalability needed to manage diverse models and providers, while platforms like Groq deliver unmatched performance for speed-critical applications. Whether your objective is to reduce costs, improve efficiency, or expand your AI capabilities, these advanced strategies offer a comprehensive framework to elevate your operations. By using these tools effectively, you can unlock the full potential of your AI systems and achieve greater success in your projects. Media Credit: AI Oriented Dev Filed Under: AI, Guides Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.
Yahoo
a day ago
- Business
- Yahoo
Manhattan Associates (MANH) Reports Earnings Tomorrow: What To Expect
Supply chain optimization software maker Manhattan Associates (NASDAQ:MANH) will be reporting results this Tuesday after market hours. Here's what to look for. Manhattan Associates beat analysts' revenue expectations by 2.3% last quarter, reporting revenues of $262.8 million, up 3.2% year on year. It was a very strong quarter for the company, with an impressive beat of analysts' EBITDA estimates and full-year EPS guidance beating analysts' expectations. Is Manhattan Associates a buy or sell going into earnings? Read our full analysis here, it's free. This quarter, analysts are expecting Manhattan Associates's revenue to be flat year on year at $263.6 million, slowing from the 14.8% increase it recorded in the same quarter last year. Adjusted earnings are expected to come in at $1.13 per share. The majority of analysts covering the company have reconfirmed their estimates over the last 30 days, suggesting they anticipate the business to stay the course heading into earnings. Manhattan Associates has a history of exceeding Wall Street's expectations, beating revenue estimates every single time over the past two years by 3.9% on average. Looking at Manhattan Associates's peers in the software-as-a-service segment, some have already reported their Q2 results, giving us a hint as to what we can expect. Adobe delivered year-on-year revenue growth of 10.6%, beating analysts' expectations by 1.5%, and Paychex reported revenues up 10.2%, falling short of estimates by 1.1%. Adobe traded down 5.3% following the results while Paychex was also down 7.4%. Read our full analysis of Adobe's results here and Paychex's results here. There has been positive sentiment among investors in the software-as-a-service segment, with share prices up 5% on average over the last month. Manhattan Associates is up 4.6% during the same time and is heading into earnings with an average analyst price target of $206.11 (compared to the current share price of $201.50). Unless you've been living under a rock, it should be obvious by now that generative AI is going to have a huge impact on how large corporations do business. While Nvidia and AMD are trading close to all-time highs, we prefer a lesser-known (but still profitable) semiconductor stock benefiting from the rise of AI. Click here to access our free report on our favorite semiconductor growth story. StockStory is growing and hiring equity analyst and marketing roles. Are you a 0 to 1 builder passionate about the markets and AI? See the open roles here.
Yahoo
3 days ago
- Business
- Yahoo
Vortex Energy Corp. Announces Extension of Marketing Program
VANCOUVER, British Columbia, July 18, 2025 (GLOBE NEWSWIRE) -- Vortex Energy Corp. (CSE: VRTX) (OTC: VTECF) (FSE: AA3) ('Vortex' or the 'Company') is pleased to announce, further to its news release on May 30, 2025, that it has further extended its engagement of MCS Market Communication Service GmbH ('MCS') (address: Rheinpromenade 13, 0789 Monheim am Rhein; email: info@ to provide marketing services for an expected term of 45 days, commencing July 21, 2025, provided that the term of the marketing services may be extended or shortened at the discretion of management depending on, amongst other things, the efficiency of the marketing services. As previously disclosed, MCS will, as appropriate, perform maintenance and optimization of AdWords campaigns, adaptation of AdWords bidding strategies, optimization of AdWords ads, AdWords keyword research and optimization, optimization action for various device types (mobile, tablet, desktop), creation and optimization of landing pages and generally bring attention to the business of the Company in consideration for the payment by the Company of €250,000 to MCS. The promotional activity shall occur by digital channels, including email, Facebook, and Google. As of the date hereof, to the Company's knowledge, MCS (including its directors and officers) does not own any securities of the Company and has an arm's length relationship with the Company. The Company will not issue any securities to MCS as compensation for its marketing services. About Vortex Energy Corp. Vortex Energy Corp. is an exploration stage company engaged principally in the acquisition, exploration, and development of mineral properties in North America. The Company is currently advancing its Robinson River Salt Project comprised of a total of 942 claims covering 23,500 hectares located approximately 35 linear kms south of the town of Stephenville in the Province of Newfoundland & Labrador. The Robinson River Salt Project is prospective for both salt and hydrogen salt cavern storage. The Company is also currently advancing its Fire Eye Uranium Property in the Athabasca Basin, a region renowned for its uranium deposits. On Behalf of the Board of Directors Paul SparkesChief Executive Officer, Director+1 (778) 819-0164info@ Cautionary Note Regarding Forward-Looking Statements Certain statements contained in this press release constitute forward-looking information. These statements relate to future events or future performance. The use of any of the words 'could', 'intend', 'expect', 'believe', 'will', 'projected', 'estimated' and similar expressions and statements relating to matters that are not historical facts are intended to identify forward-looking information and are based on the Company's current beliefs or assumptions as to the outcome and timing of such future events. In particular, this press release contains forward-looking information relating to, among other things, the expected term of the marketing activities contracted for by the Company. Various assumptions or factors are typically applied in drawing conclusions or making the forecasts or projections set out in forward-looking information, including, in respect of the forward-looking information included in this press release, assumptions regarding the efficacy and length of the Company's marketing program. Although forward-looking information is based on the reasonable assumptions of the Company's management, there can be no assurance that any forward-looking information will prove to be accurate. Forward looking information involves known and unknown risks, uncertainties and other factors which may cause the actual results, performance or achievements to be materially different from any future results, performance or achievements expressed or implied by the forward-looking information. Such factors include, among other things, the risk that the Company's marketing program may not be as effective as anticipated by the Company and that the budget for the Company's marketing program may not be sufficient to permit the marketing activities to continue for the anticipated term. The forward-looking information contained in this release is made as of the date hereof, and the Company not obligated to update or revise any forward-looking information, whether as a result of new information, future events or otherwise, except as required by applicable securities laws. Because of the risks, uncertainties and assumptions contained herein, investors should not place undue reliance on forward-looking information. The foregoing statements expressly qualify any forward-looking information contained herein. The Canadian Securities Exchange (CSE) has not reviewed, approved, or disapproved the contents of this press release. The Canadian Securities Exchange (CSE) has not reviewed, approved, or disapproved the contents of this press in to access your portfolio
Entrepreneur
10-07-2025
- Business
- Entrepreneur
How Businesses Can Adapt SEO for AI and Social Media Search
Opinions expressed by Entrepreneur contributors are their own. We're witnessing a pivotal moment in the evolution of search. Search engine optimization (SEO) has become more complex and dynamic than ever as Google's Search Generative Experience (SGE) and other AI-powered summary tools become the face of the search experience. With the rise of AI and social media platforms as primary search channels, traditional SEO tactics are falling short. If AI summaries become the new gatekeepers of online discovery, your brand's visibility depends on more than just ranking on page one. You'll need to optimize for how these algorithms synthesize, repurpose and favor content. That means prioritizing credibility, clarity and domain relevance. In this regard, 2025 is shaping up to be a turning point. As the SEO landscape shifts, brands need to rethink everything from their domain strategy to their presence in AI-generated search results to stay competitive. Ultimately, if your brand isn't seen as a clear expert in your field, you risk becoming invisible online. Disappear or adapt: Why you need to invest in organic AI optimization As AI-driven search continues to evolve, brands will face a choice: Invest in more intelligent, AI-optimized SEO or become increasingly overlooked in search results. Brands are confronting heightened competition for limited visibility within AI-generated results. In response, forward-thinking brands are approaching AI search as a distinct optimization channel. This approach requires updating the website structure and content to align with how AI systems parse information. As a result, brands will want to make fresh content part of their SEO strategy. This involves regularly updating cornerstone pages, refreshing stats and maintaining an active publishing cadence because AI craves relevance and recency. On the technical side, they'll also need to invest in optimizing their sites with structured data, schema markup and clear metadata to make content easier for AI models to understand, surface and cite. Your domain name might be holding you back One of the easiest ways to stand out in AI-generated search is by leveraging a strategic domain name. In an AI-powered ecosystem, short, descriptive and memorable domains can provide an edge by standing out, signaling relevance and credibility to both prospective customers and algorithms. By adopting a domain closely aligned with the interests of your target audience, you're helping generative AI search better identify the purpose of your website, while strengthening the authority and clarity of your services for AI. Where social media search comes into play Today, social media platforms like TikTok and Instagram are channels where people — especially Gen Z — begin their search journeys. Why? They want to see a product, hear about it and watch someone use it. To meet this increase in social search, work to align your SEO, marketing and social media strategies around shared messaging and content. Starting this July, Instagram will allow public posts to be indexed by search engines. Brands that treat social media content as a standalone channel, separate from SEO, may miss out on this discoverability opportunity. An integrated, cross-platform strategy reinforces your authority across all discovery channels, AI included. But here's the wildcard: with more discussion around regulation and algorithm shifts, social media platforms are also becoming increasingly unpredictable. So what happens if platforms get banned for certain users or decline in popularity? Will more consumers default back to Google and Amazon? The answer isn't clear, but one thing is: Those that align and optimize for visibility across all search channels will be better positioned for success. The future of search revolves around clarity, credibility and relevance At its core, SEO has always centered around making your brand easier to discover. But in this new age of AI and social-driven discovery, clarity, credibility and relevance matter more than ever. That's why businesses need to treat their digital identity and everything it touches — including their domain, content and brand messaging — as a holistic ecosystem. Your domain name should reflect who you are. Your content should prove what you know. And your online presence should signal relevance, credibility and authority to machines and humans alike. The brands that thrive in this new search era will be the ones that adapt quickly, invest smartly and make their digital identities crystal clear.
Yahoo
09-07-2025
- Business
- Yahoo
QUBT Stock Surges 3427% in a Year: Correction in Store or More Upside?
Quantum Computing Inc. QUBT shares are skyrocketing in 2025 as the company shifts from deep-tech R&D to a commercially focused quantum-photonics player. Key drivers include the launch of its entangled photon source for quantum communication, the operational rollout of its TFLN chip foundry, and rising adoption of its Dirac-3 optimization machine across sectors like aerospace and healthcare. With strengthened financials, strategic partnerships and the very recent inclusion in the Russell 2000 and 3000 Indexes, QUBT is fast emerging as a serious contender in the quantum tech arena. Let's delve deeper. Image Source: Zacks Investment Research Despite facing a challenging industry-wide investment climate driven by tariffs, Quantum Computing delivered a staggering 3427% rally over the past 12 months, outperforming the industry, its benchmark, and the company's main competitors. During this period, the broader Internet Software industry grew 35.5% and the S&P 500 index rose 13.8%. In a year, the company's archrivals like D-Wave Quantum QBTS and IonQ IONQ have risen 1251.6% and 489.3%, respectively. However, despite this magnificent rally, QUBT stock still trades 27.8% below its 52-week high, suggesting there could be further upside potential as the company continues to expand into high-value markets like quantum-secure communications and advanced optimization. Commercial-Scale Quantum Photonics and Deployable Optimization Machines: A central pillar of Quantum Computing's growth strategy in 2025 is the commercialization of quantum-ready photonics through its U.S.-based Quantum Photonic Chip Foundry in Tempe, AZ. Now fully built and operational, the facility enables in-house production of thin-film lithium niobate (TFLN) photonic integrated circuits (PICs), a critical capability in a field historically led by global suppliers. Early traction is evident, with five initial purchase orders, including one from a top Canadian research institute, and revenues already underway, with broader scaling expected in 2026. This positions Quantum Computing to serve high-growth markets in data communications, telecom, AI and quantum tech. Complementing the foundry, QUBT's Dirac-3 optimization machine offers a field-ready, room-temperature quantum system with low power needs (<100W) and compact size. It's already in use by institutions like NASA and Memorial Sloan Kettering for advanced sensing and molecular modeling. These real-world deployments demonstrate Quantum Computing's lead in SWaP-C-optimized quantum solutions, spanning government, academic and industrial applications. Strengthened Financial Foundation: Between the fourth quarter of 2024 and the first quarter of 2025, Quantum Computing significantly strengthened its financial position, raising $92.1 million in the fourth quarter and an additional $93.6 million in the first quarter, bringing cash and cash equivalents to $166.4 million as of March 2025. The company also saw a reduction in liabilities, primarily from non-cash mark-to-market adjustments related to warrants and reported a net income of $17 million in the first quarter, signaling improved financial stability. Index Inclusion: In May 2025, Quantum Computing was confirmed for inclusion in both the Russell 3000 and Russell 2000 Indexes, marking a significant milestone in its public market trajectory. This inclusion broadens the company's visibility among institutional investors. As a result, QUBT stands to benefit from increased liquidity, a more diversified shareholder base and potential inflows of capital, which can provide long-term support for its stock as it scales commercialization of its quantum and photonic technologies. The Zacks Consensus Estimate for Quantum Computing's 2025 earnings implies a 90.4% improvement year over year. Image Source: Zacks Investment Research Based on short-term price targets, Quantum Computing is currently trading 12.45% above its average Zacks price target. Image Source: Zacks Investment Research While QUBT has demonstrated impressive momentum in 2025, its Zacks Rank #3 (Hold) suggests a neutral stance in the near term. The stock's current price indicates limited short-term upside and potential overvaluation risks, especially following its 3427% rally over the past year. Meanwhile, competitors like IonQ are accelerating toward a fault-tolerant, cloud-integrated quantum system. On the other hand, D-Wave Quantum is rapidly commercializing its annealing-based platforms for enterprise use. Both IONQ and QBTS have made strategic acquisitions and technical breakthroughs that position them strongly in the evolving quantum stack. Given this competitive landscape and the stock's stretched valuation, investors may want to wait for a pullback or clearer earnings visibility before expanding their position in Quantum Computing. You can see the complete list of today's Zacks #1 Rank (Strong Buy) stocks here. Want the latest recommendations from Zacks Investment Research? Today, you can download 7 Best Stocks for the Next 30 Days. Click to get this free report Quantum Computing Inc. (QUBT) : Free Stock Analysis Report IonQ, Inc. (IONQ) : Free Stock Analysis Report D-Wave Quantum Inc. (QBTS) : Free Stock Analysis Report This article originally published on Zacks Investment Research ( Zacks Investment Research
