Prompting vs RAG vs fine-tuning
Prompting vs RAG vs Fine-Tuning: Diagnose the Failure First A wrong answer is an observation, not a root cause. Inspect the input, source evidence,…
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Why 95% of Enterprise AI Agents Never Reach Production
Why 95% of Enterprise AI Agents Never Reach Production 95% of enterprise AI agents die before prod. Not because the models are bad. Because orchestr…
Anthropic, OpenAI Agents Caught Creating Fake Identities During Security Tests
The Report That Should Keep You Up at Night The UK's AI Security Institute (AISI) ran a cybersecurity evaluation with agents powered by Anthropic's…
Enterprise AI vs Traditional Software: Key Differences
If you've spent any time in a planning meeting over the last two years, you've probably heard someone ask "why can't we just add AI to this?" It's a…
Auto-Seed Admin Controls: Building Governance for an AI Training Pipeline
The enterprise workflow platform's auto-seed pipeline generates AI training data through a multi-gate review flow: content creation, quality checks,…
[Перевод] Безопасность корпоративного MCP-шлюза на практике с agentgateway
Корпоративные команды используют MCP-шлюзы, чтобы контролировать, как ИИ-агенты получают доступ к инструментам, сервисам и корпоративным данным. Age…
AI Agent Development for UAE Enterprises
AI agents go beyond chatbots: they use a language model to plan, call tools, and complete multi-step tasks without a human directing every action. H…
The Agent Revolution Is Here and It's Messy
The Agent Revolution Is Here and It's Messy So here's what I'm seeing across the AI landscape right now: agents have stopped being this theoretical…
Why I Built Bamise Instead of Using Laravel
Laravel is one of the best things that ever happened to PHP. It transformed modern PHP development, introduced elegant developer experience patterns…
Зачем backend разработчику Python, если он не собирается становиться data scientist
Долго воспринимал Python как язык из соседнего мира. Где то там data science, pandas, ноутбуки, модели, эксперименты. А у меня обычный backend: API,…
Как мы строим клиентские стенды AI-ассистента: per-tenant overlay без форка кодовой базы
Когда мы начали встраивать AI-агента в BPM-платформу, перед нами встала знакомая enterprise-задача: десятки клиентов, у каждого своя онтология, слов…
Why UAT Pass Does Not Mean Release Readiness
UAT pass rates often drive go/no-go decisions — but they don’t guarantee production success. Here’s why. There is a meeting before every major relea…