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 (And the 3 Orchestration Boundaries That Kill Them)
Why 95% of Enterprise AI Agents Never Reach Production (And the 3 Orchestration Boundaries That Kill Them) Enterprise AI agents promise transformati…
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…
Stage 4 of enterprise AI adoption: write and send behind approval
This is part 4 of a series that started with the full reference diagram in part 0 , covered identity and the gateway in part 1 , data and retrieval…
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…
Open source в Enterprise: как понять, готово ли решение к внедрению
«Open source» давно перестало быть просто техническим фактом и превратилось в маркетинговый ярлык: открытый код в представлении многих автоматически…
Stage 1 of enterprise AI adoption: identity and the AI gateway
This is part 1 of a series that started with the full reference diagram in part 0 . Stage 1 covers the two columns marked 1 on that diagram. The fir…
One diagram for enterprise AI adoption: five stages from identity to governance
This is a reference architecture for bringing AI into a company. It has five layers: users and apps, identity and access, an AI gateway, models with…
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…
Enterprise AI's real risk isn't autonomous agents. It's the complexity between them
Enterprise AI's real risk isn't autonomous agents. It's the complexity between them. Executive Briefing — September 2026 When enterprises deploy fle…
The Tool You're Allowed to Use
Everything I've written about working with agents — the map , where to start , what engineers get wrong — quietly assumes something that isn't true…
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,…
Enterprise vibe coding: the governance framework for shipping AI-generated apps to production
Enterprise vibe coding: the governance framework for shipping AI-generated apps to production Published: August 22, 2026 Category: Enterprise · AI D…
Формула «идеального enterprise» для open-source
Как отделить платные enterprise-функции от open-source кода так, чтобы их нельзя было взломать с помощью ИИ — показываю на примерах Dokploy и Pangol…
André Dias Moreira Prol: Securely Connecting AI to Internal Docs With RAG
Every company sits on a mountain of internal knowledge — contracts, technical manuals, compliance policies — that traditional AI models simply canno…
We fixed a hidden bug in a system processing 10M+ messages a day.
9 min read · warehouse execution system, global retail & manufacturing A few years ago I worked on a warehouse execution system (WES) — the soft…
WSO2 ประกาศเดินหน้า Go แทน Java — วาง roadmap 10-20 ปี
WSO2 ประกาศเดินหน้า Go แทน Java WSO2 — บริษัท enterprise middleware อายุ 20 ปีจากศรีลังกา — ประกาศทิศทางใหม่ ผู้บริหาร Sameera Jayasoma (VP) และ San…
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…
Building Autonomous AI Agents in the Enterprise
Autonomous AI agents are transitioning from experimental developer playgrounds into the core of enterprise application architecture. For organizatio…
94% of enterprises still can't make AI work at scale. Scale's new report explains why.
Only 6% of companies have made enterprise AI genuinely work at scale. That's the headline from The Six Percent Report , a new study from Scale AI in…
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,…
Закрытый контур + локальная LLM: как мы запустили AI-агента без интернета
Полтора года назад мы запустили AI-ассистента внутри «Первой Формы», чтобы он помогал сотрудникам компании выполнять рабочие процессы. Сегодня он от…
Tokenmaxxing Is a Symptom. Here's the Disease Every Enterprise Is Ignoring.
NVIDIA's vice president of applied deep learning, Bryan Catanzaro, said something in an Axios interview in April 2026 that should have stopped every…
An AI Agent Wiped a Production Database in 9 Seconds. What Engineers Must Design Before Shipping.
April 25, 2026. 9 seconds. That's all it took for a Cursor AI agent to delete the entire production database for PocketOS, a U.S. car-rental softwar…
Why Java + Spring Boot is Still the King of Enterprise Backend (2026)
Why Java + Spring Boot is Still the King of Enterprise Backend (2026) After 13 years building enterprise systems across PayPal, Salesforce, and NCR,…
C# мне нравится больше Java. Но в банковском enterprise мне всё равно понадобилась Java
C# я до сих пор считаю одним из самых удобных языков для backend разработки. В нём много вещей к которым быстро привыкаешь: свойства, LINQ, async/aw…
AI Agent Memory: Build vs Buy for Enterprise Teams
Every AI team eventually hits this question Your agents need persistent memory. That's settled. The question engineering leaders are now asking is:…
72% of Enterprises Think They Control Their AI. Ask Them What Their Agents Are Spending.
A VentureBeat survey of 40 enterprise organizations published in Q1 2026 found that 72% of enterprises believe they have meaningful control over the…
The Frontier Became a Club
Last week Anthropic announced Project Glasswing , the deployment program for the new flagship preview model Claude Mythos. The announcement framed G…