{ "name": "CodeVibers", "url": "https://codevibers.tech/", "language": "en-US", "location_focus": [ "Global", "Russia", "remote" ], "contacts": { "phone": "", "telegram": "https://t.me/codevibersen" }, "positioning": "Software development team for MVPs, AI agents, business automation, web services, Telegram bots, CRM/ERP/1C/API integrations, and internal digital systems.", "facts": { "experience_years": "15+", "completed_projects": "300+", "delivery": [ "discovery", "MVP vision", "architecture", "development", "integrations", "deployment", "support" ] }, "services": [ { "name": "AI Business Automation", "url": "https://codevibers.tech/ai-automation.html", "keywords": [ "AI Business Automation", "RAG", "knowledge bases", "AI agents", "Process automation" ] }, { "name": "MVP development on order", "url": "https://codevibers.tech/mvp-development.html", "keywords": [ "MVP development", "MVP on demand", "First release", "product launch" ] }, { "name": "Developing Telegram bots and Mini Apps", "url": "https://codevibers.tech/telegram-bots.html", "keywords": [ "Telegram bots", "Telegram Mini Apps", "Bots for Business", "Payments in Telegram" ] }, { "name": "CRM, ERP, 1C, and API Integrations", "url": "https://codevibers.tech/crm-erp-integrations.html", "keywords": [ "CRM integration", "ERP", "1C", "API", "data automation" ] }, { "name": "Custom software development for global teams", "url": "https://codevibers.tech/custom-software-moscow.html", "keywords": [ "Custom software development", "Custom Development Global", "digital systems" ] }, { "name": "Web service development", "url": "https://codevibers.tech/web-service-development.html", "keywords": [ "Web service development", "SaaS", "Personal Account", "backend", "admin panel" ] }, { "name": "AI sales agent", "url": "https://codevibers.tech/ai-sales-agent.html", "keywords": [ "AI agent for sales", "AI sales agent", "CRM", "KP", "Lead qualification" ] }, { "name": "Business Chatbot", "url": "https://codevibers.tech/business-chatbot.html", "keywords": [ "Business chatbot", "support bot", "Sales bot", "AI assistant" ] }, { "name": "amoCRM Integration", "url": "https://codevibers.tech/amocrm-integration.html", "keywords": [ "amoCRM integration", "amoCRM API", "sales automation" ] }, { "name": "Bitrix24 Integration", "url": "https://codevibers.tech/bitrix24-integration.html", "keywords": [ "Bitrix24 integration", "Bitrix24 API", "CRM automation" ] }, { "name": "1C Automation", "url": "https://codevibers.tech/one-c-automation.html", "keywords": [ "1C Automation", "1C Integration", "data exchange" ] }, { "name": "Business Process Automation", "url": "https://codevibers.tech/business-process-automation.html", "keywords": [ "Business process automation", "operating systems", "workflow automation" ] } ], "cases": [ { "name": "Internal ERP system CodeVibers", "url": "https://codevibers.tech/case-likevr-erp.html", "summary": "ERP, CRM, finance, documents, AI email analysis, and Telegram sales bot." }, { "name": "ReHub / Rehabilitation Club", "url": "https://codevibers.tech/case-rehub.html", "summary": "Rehabilitation Club Platform: Web, Telegram Mini App, VK Mini App, Video, Live Streams, Payments, and AI Programs." }, { "name": "WMP Player", "url": "https://codevibers.tech/case-wmp-player.html", "summary": "Telegram music player: MP3 upload bot, Mini App, streaming, sharing, and music library." }, { "name": "ChatGPT-RU and AI-Neirochat", "url": "https://codevibers.tech/case-chatgpt-neirochat.html", "summary": "Multimodal AI service with payments, limits, admin panel, images, and presentations." }, { "name": "AI Support Service", "url": "https://codevibers.tech/case-ai-support.html", "summary": "Support for AI products: knowledge base, RAG, ticket classification, escalations, and metrics." }, { "name": "Neuro Muzyka", "url": "https://codevibers.tech/case-neuro-muzyka.html", "summary": "AI music service with credits, payments, generation API, admin and production operations." }, { "name": "AI Stilist", "url": "https://codevibers.tech/case-ai-stilist.html", "summary": "Fashion AI product with shared auth, admin, payments, outfit generation and product operations." }, { "name": "Cartoon Maker", "url": "https://codevibers.tech/case-cartoon-maker.html", "summary": "AI video pipeline from DOCX script to prompts, keyframes, video, voiceover, lipsync and MP4." } ], "lead_materials": [ { "name": "MVP / AI automation launch map", "url": "https://codevibers.tech/materials/launch-map.html", "summary": "PDF presentation with the MVP launch roadmap for an AI agent or automation in 2–8 weeks." }, { "name": "AI sales agent", "url": "https://codevibers.tech/materials/ai-sales-agent.html", "summary": "PDF presentation on implementing an AI agent for leads, KPIs, CRM, and sales control." }, { "name": "30 automation-ready processes", "url": "https://codevibers.tech/materials/automation-map.html", "summary": "PDF presentation with process maps for automation in sales, support, operations, and reporting." }, { "name": "MVP brief template", "url": "https://codevibers.tech/materials/mvp-brief.html", "summary": "PDF template for describing MVP, hypothesis, user, data, integrations, and metrics." }, { "name": "15 questions before development starts", "url": "https://codevibers.tech/materials/anti-brief.html", "summary": "PDF presentation with questions that reduce risks before development begins." } ], "academy": [ { "name": "What AI has already changed for business", "url": "https://codevibers.tech/academy/what-ai-changed-for-business.html", "summary": "No Hype: How AI Actually Impacts Processes, Costs, and Decision-Making—With Examples and a Business Checklist", "branch": "AI Literacy for Business" }, { "name": "Process Map for AI Automation", "url": "https://codevibers.tech/academy/process-map-for-ai-automation.html", "summary": "How to Turn Business Processes into AI Automation: From Identifying Repetitive Tasks to Pilot Launch. Checklist, Diagrams, and Common Mistakes.", "branch": "AI Integration for Business" }, { "name": "AI agent is not magic", "url": "https://codevibers.tech/academy/ai-agent-not-magic.html", "summary": "Explaining what an AI agent is in practice: no hype, no “smart” promises—just goals, tools, and logic.", "branch": "AI agents and automation" }, { "name": "What is vibe coding without romanticizing it", "url": "https://codevibers.tech/academy/what-is-vibe-coding.html", "summary": "Vibe coding is the practice of rapidly building an MVP using AI tools and pre-built components, without deep technical immersion. It’s not magic—it’s a method.", "branch": "Vibe coding and product creation" }, { "name": "How LLM API Works", "url": "https://codevibers.tech/academy/llm-api-basics.html", "summary": "How a developer can understand how an LLM API works: from HTTP request to response handling, tokenization, error management, and production patterns.", "branch": "Technical branch for developers" }, { "name": "AI hype vs. useful automation", "url": "https://codevibers.tech/academy/ai-hype-vs-useful-automation.html", "summary": "We’re breaking down where AI delivers real value—and where it’s just noise—without tech jargon or promises of a world-changing breakthrough.", "branch": "AI Literacy for Business" }, { "name": "Why AI Is Not Just a Chatbot", "url": "https://codevibers.tech/academy/why-ai-is-not-just-chatbot.html", "summary": "We explain why AI is not just a chat-based interface, but a set of tools for automation, decision-making, and creating new business models.", "branch": "AI Literacy for Business" }, { "name": "When Should a Business Use AI?", "url": "https://codevibers.tech/academy/when-business-should-use-ai.html", "summary": "Practical Guide: How to Determine Whether AI Will Solve a Real Problem—or Just Generate Noise. Processes, Economics, Limitations, and the First Step.", "branch": "AI Literacy for Business" }, { "name": "Where AI doesn’t help and only creates noise", "url": "https://codevibers.tech/academy/where-ai-does-not-help.html", "summary": "Debunking Myths: Processes Where AI Doesn’t Solve Problems—Only Complicates Them, Wastes Budget, and Creates an Illusion of Progress. For Owners and Managers.", "branch": "AI Literacy for Business" }, { "name": "First Questions Before AI Implementation", "url": "https://codevibers.tech/academy/ai-adoption-first-questions.html", "summary": "Before implementing AI in business, focus on “why” not “how”: assess processes, economics, constraints, and team readiness to avoid wasted spending and start with real value.", "branch": "AI Literacy for Business" }, { "name": "What repetitive processes are suitable for AI?", "url": "https://codevibers.tech/academy/repeatable-processes-for-ai.html", "summary": "Repeatable, structured processes with clear inputs/outputs and sufficient data are ideal for AI. We break down types, criteria, and first steps.", "branch": "AI Integration for Business" }, { "name": "How to Choose Your First AI Pilot", "url": "https://codevibers.tech/academy/ai-pilot-selection.html", "summary": "Practical Guide for Business: How to Choose Your First Process for AI Automation, Avoid Common Mistakes, and Take Your First Step with Confidence.", "branch": "AI Integration for Business" }, { "name": "AI in Sales: Leads, CRM, Proposals, and the Next Step", "url": "https://codevibers.tech/academy/ai-in-sales-department.html", "summary": "How AI Accelerates Sales: Lead Processing, Intelligent CRM Assistants, Proposal Generation, and the First Step to Implementation—Without Technical Myths.", "branch": "AI Integration for Business" }, { "name": "AI in Support: Tickets, Knowledge Base, and Quality Control", "url": "https://codevibers.tech/academy/ai-in-support-department.html", "summary": "How AI Accelerates Ticket Processing, Enhances Knowledge Bases, and Helps Control Support Quality—With Examples, Economics, and First Steps.", "branch": "AI Integration for Business" }, { "name": "AI for the OS: Reports, Reconciliations, and Anomalies", "url": "https://codevibers.tech/academy/ai-for-operations-and-reports.html", "summary": "How AI Accelerates Routine Tasks in the Operating Room: Automated Reporting, Reconciliation, and Anomaly Detection—With Examples, Limitations, and First Steps.", "branch": "AI Integration for Business" }, { "name": "Roles and Responsibilities in AI Implementation", "url": "https://codevibers.tech/academy/ai-integration-roles-and-responsibility.html", "summary": "How to Assign Responsibility When Launching AI Solutions: From CTO to Integrator. Checklist, Interaction Diagram, and Common Mistakes.", "branch": "AI Integration for Business" }, { "name": "Human-in-the-loop: where human confirmation of actions is required", "url": "https://codevibers.tech/academy/human-in-the-loop-for-business.html", "summary": "Why AI Should Not Make Decisions Without Human Approval—and Where Exactly to Place Control Points in Business Processes", "branch": "AI Integration for Business" }, { "name": "How to measure the impact of AI automation", "url": "https://codevibers.tech/academy/ai-automation-roi.html", "summary": "Practical Guide to Calculating ROI for AI Automation: From Metric Selection to Assessing Hidden Costs and First Steps for Business.", "branch": "AI Integration for Business" }, { "name": "AI agent vs. chatbot: what’s the difference?", "url": "https://codevibers.tech/academy/ai-agent-vs-chatbot.html", "summary": "Clear distinction between an AI agent and a chatbot—no hype: purpose, autonomy, tools, and real business use cases.", "branch": "AI agents and automation" }, { "name": "Goal, context, tools, action, and agent log", "url": "https://codevibers.tech/academy/agent-goal-context-tools-log.html", "summary": "How the AI agent’s internal loop works: from goal setting to log recording—architectural framework for reliable and auditable decisions.", "branch": "AI agents and automation" }, { "name": "Access Rights, Auditing, and Security for AI Agent", "url": "https://codevibers.tech/academy/agent-permissions-and-audit.html", "summary": "How to organize access control for an AI agent, audit actions, and ensure security: from roles and policies to logging and fallback mechanisms.", "branch": "AI agents and automation" }, { "name": "Fallback and human verification in agent systems", "url": "https://codevibers.tech/academy/agent-fallback-and-human-review.html", "summary": "How to Organize Fallback Mechanisms and Human-in-the-Loop in AI Agents: Architecture, Roles, API, and Control for Safe Deployment", "branch": "AI agents and automation" }, { "name": "How to build an agent with tool-calling", "url": "https://codevibers.tech/academy/build-tool-calling-agent.html", "summary": "Practical Guide to Building an AI Agent with Tool Calling: From Architecture and Thought Loop to Code, Errors, and Testing.", "branch": "AI agents and automation" }, { "name": "Workflow, queues, and retries for an AI agent", "url": "https://codevibers.tech/academy/agent-workflow-queues-retries.html", "summary": "How to Ensure Reliable Operation of an AI Agent: From Task Definition and Queuing to Error Handling and Retry Logic—Best Practices for Developers", "branch": "AI agents and automation" }, { "name": "How to test an AI agent", "url": "https://codevibers.tech/academy/agent-evals.html", "summary": "Practical Guide to Testing an AI Agent: From Tool Unit Tests to End-to-End Evaluations, Logging, and Fallback Scenarios", "branch": "AI agents and automation" }, { "name": "Vibe Coding for Founders: What You Can Do Yourself", "url": "https://codevibers.tech/academy/vibe-coding-for-founders.html", "summary": "How a non-technical founder can start building an MVP, automate processes, and prototype solutions using vibe coding—without frameworks, but with intelligence.", "branch": "Vibe coding and product creation" }, { "name": "Where Vibecoding breaks and an engineering approach is needed", "url": "https://codevibers.tech/academy/where-vibe-coding-breaks.html", "summary": "Vibe coding works well for rapid MVPs and prototypes but fails at scale, complex logic, and reliability requirements—this is where engineering approaches begin.", "branch": "Vibe coding and product creation" }, { "name": "How to Build an MVP with AI Agents", "url": "https://codevibers.tech/academy/mvp-with-ai-agents.html", "summary": "How to Quickly Launch an MVP with AI Agents: Architecture, Data, Roles, API, and Control—Without Overloading Infrastructure.", "branch": "Vibe coding and product creation" }, { "name": "How to Create a Product Specification with AI", "url": "https://codevibers.tech/academy/ai-assisted-product-spec.html", "summary": "How to Turn an Idea into a Technically Feasible MVP Specification Using AI: Structure, Roles, Validation, and Implementation Oversight", "branch": "Vibe coding and product creation" }, { "name": "From prompt to production: what needs to be added", "url": "https://codevibers.tech/academy/from-prompt-to-production.html", "summary": "How to Turn a Working Prompt into a Reliable MVP: Tools, Evals, Pipeline, Errors, and a Checklist for Developers and AI Builders", "branch": "Vibe coding and product creation" }, { "name": "RAG: How to Give a Model Company Knowledge", "url": "https://codevibers.tech/academy/rag-basics.html", "summary": "Practical Guide to Implementing RAG: From Vectorization to Quality Evaluation—With Code Examples, Common Mistakes, and a Checklist for AI Developers.", "branch": "Technical branch for developers" }, { "name": "Structured outputs for business processes", "url": "https://codevibers.tech/academy/structured-outputs-for-business.html", "summary": "How to Turn Unstructured LLM Responses into Reliable JSON Data for Business Process Automation: From Simple Parsing to Production Integration", "branch": "Technical branch for developers" }, { "name": "What can actually be done locally on a workstation?", "url": "https://codevibers.tech/academy/local-ai-factory-overview.html", "summary": "Practical Guide to Local AI Factory: From Simple Scripts to Agents on CPU/GPU—Architecture, Roles, API, and Control—Without Cloud", "branch": "Technical branch for developers" }, { "name": "Local voice, video, and editing pipeline", "url": "https://codevibers.tech/academy/local-voice-video-pipeline.html", "summary": "How to Build a Local AI-Powered Audio/Video Processing Pipeline: From Capture to Editing—All on One Machine, Without Cloud", "branch": "Technical branch for developers" }, { "name": "Apple GPU Limitations for AI Video", "url": "https://codevibers.tech/academy/apple-gpu-ai-limits.html", "summary": "Why Apple GPU Is Unsuitable for Most AI Video Tasks: From Architectural Limitations to Real-World Inference Failures", "branch": "Technical branch for developers" }, { "name": "Evals for Business AI: What and How to Check", "url": "https://codevibers.tech/academy/ai-evals-for-business.html", "summary": "How to Assess AI Product Quality in Business: Architecture, Data, Roles, API, and Control — Implementation Framework with Examples and Checklist", "branch": "AI Product Quality" }, { "name": "How to Control the Cost of an AI System", "url": "https://codevibers.tech/academy/ai-cost-control.html", "summary": "Practical Guide to Managing AI Costs: From Architectural Decisions to Monitoring and Fallback Strategies. For CTOs, Product Managers, and Integrators.", "branch": "AI Product Quality" }, { "name": "UX and Fallback Scenarios for an AI Product", "url": "https://codevibers.tech/academy/ai-ux-fallbacks.html", "summary": "How to Design Resilience for an AI Product: From UX Scenarios to Technical Fallback Mechanisms and Quality Control", "branch": "AI Product Quality" }, { "name": "ReHub: Product Output from AI Service", "url": "https://codevibers.tech/academy/rehub-case-ai-product.html", "summary": "How to Turn an AI Service into a Product: From MVP to Market Launch—Processes, Economics, Limitations, and First Steps.", "branch": "CodeVibers case studies" }, { "name": "ChatGPT/Neirochat: What Matters in an AI Interface", "url": "https://codevibers.tech/academy/chatgpt-neirochat-case.html", "summary": "How ChatGPT and Neirochat Are Transforming AI Interface UX: From Dialogue to Agent, Design Mistakes, and First Steps for Business", "branch": "CodeVibers case studies" }, { "name": "Neuro Music: Generative Product and User Experience", "url": "https://codevibers.tech/academy/neuro-muzyka-case.html", "summary": "How CodeVibers Launched a Generative Music Product: From Concept to MVP, UX Testing, and Early Mistakes—Economics, Limitations, and First Business Steps", "branch": "CodeVibers case studies" }, { "name": "Internal ERP platform: internal system as a product", "url": "https://codevibers.tech/academy/likevr-erp-case.html", "summary": "How to Turn CodeVibers’ Internal ERP System into a Scalable Product: Architecture, API, Roles, and Implementation Oversight for CTOs and Digital Directors", "branch": "CodeVibers case studies" }, { "name": "AI agents without magic: where they’re genuinely useful in business", "url": "https://codevibers.tech/academy/ai-agents-business-intro.html", "summary": "Practical Guide: Where AI Agents Actually Work in Business, How to Assess ROI, Avoid Mistakes, and Launch Your First Pilot Without Overheating Your Brain.", "branch": "AI agents and automation" } ], "best_fit_queries": [ "Custom MVP Development", "Implementing an AI agent in business", "Developing a Telegram bot or Mini App", "CRM ERP 1C API Integration", "Business process automation", "Development of a web service or personal account" ] }