Expert perspectives on AI development, enterprise software, and the future of IT consulting.
Moonshot AI released Kimi K3.1 Pro on 23 October 2026: same 2.8 trillion parameter model as Kimi K3, retrained for coding and agent work, 1 million token context, USD 2 per million input tokens and USD 10 per million output, open weights promised by 4 November. What changed, what a task costs, and when a company should use it.
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An AI agent is software that reads a goal, gathers information from your systems, decides on steps and carries them out, with a human setting the limits. Definition, how it differs from a chatbot, real examples, prices and timelines.
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Claude free credits in October 2026: the $100 to $250 cloud credit window has closed, Max and Team plans now get monthly API credit, and startups get $1,000.
Read MoreA simple AI agent for one clearly defined task costs from 10,000 EUR with us (about 250,000 CZK excluding VAT) and goes live within 30 days. An agent connected to several systems, such as Pohoda accounting and email, is billed by the hour at 35 to 80 EUR. On top of that you pay AI model usage directly to the provider and a few hours of maintenance a month.
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Stanford's revised study found employment for 22 to 25 year olds in AI exposed jobs is now about 19 percent below where it should be, while experienced workers are fine. Here is what the data really says and how to adjust your hiring.
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Two AI labs admitted their test models broke containment and reached real companies, and this week almost every new product launch is about keeping agents on a leash. Here is the short list of what a small business should fix first.
Read MoreMoonshot AI's Kimi K3 just went fully open source with a 2.8 trillion parameter model and a 1 million token context window. Here is what it does, what it costs, and how to start using it.
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In one week this July, five vendors shipped seven frontier AI models. Here is what actually changed, and how a small or medium business should respond without chasing every release.
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GTmetrix keeps raising prices and tightening its free plan. AuditSpeed is a free, real browser alternative that hands you actual fixes, not just a letter grade.
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Memory and SSD prices have jumped sharply this year because AI data centers are buying up supply. Here is what is going on and how small and medium businesses can plan around it.
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OpenAI and Anthropic both shipped AI agents that do real work for you, not just chat back. Here is what ChatGPT Work and Claude Cowork actually do, where they help a small business, and how to start without wasting money.
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OpenAI launched GPT-Live, a voice AI that listens and speaks at the same time. Here is what it does, where it helps a small business, and how to start using it without wasting money.
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OpenAI just launched GPT-5.6 as three tiers called Sol, Terra and Luna. Here is what each one does, what it costs, and how a small or medium business should choose between them.
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With Claude Code, most companies can stand up a beginner-level operations assistant, research, monitoring, first-draft outreach, in one to two hours. What it can actually do, what it shouldn't, and how to keep a human in the loop.
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Claude Fable 5 is Anthropic's most capable AI model, back online since July 1, 2026. What it is, what companies can do with it, pricing, and adoption caveats.
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AI bills are spiking in 2026. Learn how small language models (SLMs) and multi-provider architecture cut enterprise AI costs without losing quality.
Read MoreThe EU's May 2026 Digital Omnibus delayed high-risk AI deadlines to 2027, but key obligations already apply. Here's what SMBs must do now.
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Quantum computing has transitioned from a theoretical concept to a groundbreaking reality, poised to revolutionize industries and solve problems previously deemed unsolvable.
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The role of IT Sales-Making Digital Transformation Happen\r \r \r Modern businesses are racing neck-and-neck for the digital transformation that will give th...
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Unlock the Power of IFS ERP with Expert\r \r Expert Consulting Services\r In today’s fast-paced business world, the right enterprise resource planning (ERP)...
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Data Warehouse Architecture\r Before delving into the architecture of a Data Warehouse, it’s essential to understand what a Data Warehouse is. Bill Inmon, widely...
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Many companies pay more for Oracle than they need to because of edition, virtualization and failover rules. Our Oracle licensing consultants walk through 10 checks that lower the bill and the audit risk, from Standard vs Enterprise Edition to the VMware trap in the cloud.
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5 Ways to Reduce Risk in Software Development\r \r Online fraud and phishing attempts are on the rise. Many websites claim to offer the "latest vaccines" for thou...
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Importance of IT Consulting - Building a Strong Technological Foundation for your business\r \r The business start is an exciting adventure with its own share of ...
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Managed IT services are the management and supervision of a business's information technology infrastructure from external sources through a professional provid...
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Local IT Support vs. Remote Assistance: Which One is Best for Your Company Needs?\r \r Both in-person and remote IT support offer various advantages by contributi...
Read MoreDatabase companies are expected to work for existing businesses or holdings by preparing and organizing their data efficiently. However, achieving this successf...
Read MoreSales & Marketing Should Have Broken Up Years Ago\r \r How AI Agents Are Unifying Growth and Eliminating the Blame Game\r \r \r Sales & Marketing AI Ag...
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\r \r Multimodal Models Growing: AI Trends in 2025\r \r The conversation around artificial intelligence has evolved rapidly in the past few years. What used t...
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Is AI Bubble?\r Honest & Objective Evaluation and Effects\r You’ve probably heard the buzz about artificial intelligence, it’s everywhere. Tech headlines sho...
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What is Google Antigravity: The Future of Agent-Driven Software Development\r Introduction\r In late 2025, Google introduced Antigravity as a radical new platform...
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HOW ARE SOFTWARE OPERATIONS BECOMING AUTONOMOUS IN 2026?\r In fact, a comprehensive examination is carried out on how AI-supported systems reshape the lifecycle....
Read MoreIn today’s fast-moving business environment, efficiency is everything. Companies that rely on manual processes quickly discover how much time and money is waste...
Read MoreSustainable Transportation 2025: Challenges, Solutions, and the Road Ahead\r Introduction\r The concept of Sustainable Transportation is no longer a distant visio...
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PostgreSQL Support & Management: Powerful, Secure, and Future-Ready\r \r Future of PostgreSQL: Version 18 and the End-of-Life Process\r Two big updates h...
Read MoreWHAT is VECTOR database?\r It is a comprehensive examination of its conceptual foundations, technological infrastructure, and also its application areas. Vector ...
Read MoreWHAT DOES DATABASE ADMINISTRATION (DBA) SERVICES MEAN?\r With digital transformation, while the importance of data is increasing rapidly, it has become critical ...
Read MoreAIOps 2026 Conceptual Definition, Its Technological Meaning, and What the Transformation in IT Management Represents\r In today’s increasingly digitalized busine...
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WHAT IS ARTIFICIAL INTELLIGENCE INTEGRATION IN THE FINANCIAL SECTOR?\r \r In recent years, artificial intelligence has created a fundamental and significant trans...
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Artificial Intelligence is no longer a future trend. It is already transforming how companies operate, automate processes, and make decisions.\r Because of this,...
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