Category: AI
Practical AI engineering articles from Mobilions: LLM apps, RAG, AI agents, and production ML, written by the senior engineers who ship them.
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RAG vs Fine-Tuning: Which Does Your Product Need?
The RAG vs fine-tuning question has a clean rule behind it: use retrieval (RAG) to change what your model knows, and fine-tuning to change how it responds. Most products that think they need fine-tuning actually need better retrieval or a… Read more
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How to Hire AI Developers (and What to Check)
Knowing how to hire AI developers starts with a question most job posts skip: what kind of AI work do you actually have? The person who wires your product into a frontier model like GPT or Claude is not the… Read more
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AI Agents for Workflow Automation: A Practical 2026 Guide
AI agents for workflow automation are agents that do not just follow a fixed set of steps, they decide what to do next to finish a job. Classic automation runs a rigid if-this-then-that recipe; an AI agent reads the situation,… Read more
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AI Agents for Finance: Use Cases, Cost, and How to Build
AI agents for finance are software agents that take over the repetitive, number-heavy work of a finance team, reconciling accounts, checking invoices, flagging fraud, drafting reports, so people spend time on decisions instead of data entry. The important limit: they… Read more
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OpenAI Dots Explained: ChatGPT’s Always-On AI Agents (2026)
OpenAI DOTS is an always-on AI agent that can work in the background and return with completed tasks instead of waiting for step-by-step prompts. This guide explains how it works, what it can do, its limits, and when a custom… Read more
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AI Agents for Healthcare: Use Cases, Cost, and How to Build
AI agents for healthcare are software agents that take over the repetitive, admin-heavy work around care, booking appointments, handling intake, drafting clinical notes, chasing billing, so staff spend less time on paperwork and more on patients. The important part is… Read more
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Best Multi-Agent AI Frameworks (2026)
The best multi-agent AI frameworks in 2026 are LangGraph for production control, CrewAI for fast role-based prototypes, and AutoGen or its successor the Microsoft Agent Framework for conversation-heavy workflows. That is the short answer. The honest one is that there… Read more
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AI Agent Development Services Explained
AI agent development services are the design, build, and support work that turns a large language model into software that can actually do a job: read a request, decide what to do, use your tools and data, and complete the… Read more
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Jev Decision Model: A Smart Guide for AI Agents (2026)
The Jev decision model is one of the more interesting AI launches of 2026, because it does something most models do not: instead of writing text, it returns a typed decision with a confidence score. For teams building AI agents… Read more
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Real Estate App Development: A Complete 2026 Guide
Real estate app development is how brokerages, property managers, and PropTech founders turn a phone into the place a deal actually happens, from the first search to the signed lease. Buyers now start on a screen, expect instant pricing and… Read more