The RemoteAgent Online Blog

AI Agents

Cheap Embedding Models for Agent Pipelines

What this solves Compare open embedding models for search and RAG on cost and quality. RemoteAgent Online is LLM-agnostic: one policy, one audit...

Aug 23, 2026Read article → AI Agents

LLM Temperature and Determinism for Agents

What this solves Pick temperature and sampling for the right reliability versus creativity trade-off per task. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

Agent Memory Systems - What Works

What this solves Short-term context, vector memory and notes - how to give agents continuity without losing control. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

Multi-Agent Orchestration with RemoteAgent Online

What this solves Coordinate specialist agents - researcher, coder, reviewer - under one policy. RemoteAgent Online is LLM-agnostic: one policy,...

Aug 23, 2026Read article → AI Agents

Function Calling - Give Agents Real Tools

What this solves Function calling turns an LLM into an executor: structured args, validated actions and logged results. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

RAG Agents - Grounded, Cited Answers

What this solves Build retrieval-augmented agents that answer from your documents with citations. RemoteAgent Online is LLM-agnostic: one...

Aug 23, 2026Read article → AI Agents

Fine-Tuning vs Agents - When to Use What

What this solves Most workflows need orchestration and tools, not fine-tuned weights - here is how to decide. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

Prompt Engineering for Agents - A Practical Guide

What this solves System prompts, few-shot examples and tool schemas that make agents reliable. RemoteAgent Online is LLM-agnostic: one policy,...

Aug 23, 2026Read article → AI Agents

Token Spend Tracking for AI Agents

What this solves Track tokens per agent, task and model in one dashboard. RemoteAgent Online is LLM-agnostic: one policy, one audit trail, any...

Aug 23, 2026Read article → AI Agents

LLM API Key Management for Agents

What this solves Store provider keys encrypted, rotate them centrally and scope them per agent. RemoteAgent Online is LLM-agnostic: one policy,...

Aug 23, 2026Read article → AI Agents

Phi-3 Agents for Edge Devices

What this solves Phi-3 fits on edge hardware and laptops for lightweight, always-on agents. RemoteAgent Online is LLM-agnostic: one policy, one...

Aug 23, 2026Read article → AI Agents

Ollama plus RemoteAgent Online - Local AI Agents

What this solves Ollama makes local models one command away and RemoteAgent Online wraps them in policy, grants and audit. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

Mixtral Agents on Your Own Hardware

What this solves The mixture-of-experts design of Mixtral delivers strong quality per gigabyte of VRAM. RemoteAgent Online is LLM-agnostic: one...

Aug 23, 2026Read article → AI Agents

Gemini Agents with the Google Ecosystem

What this solves Gemini agents shine where Google Workspace integration matters: mail, calendar and docs. RemoteAgent Online is LLM-agnostic:...

Aug 23, 2026Read article → AI Agents

Claude Agents for Long, Transparent Work

What this solves The long-context strengths of Claude suit document review and research agents - audited step by step. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

GPT Agent Cost Control - Caps, Budgets, Visibility

What this solves Use GPT-4-class models in agents without surprise bills: hard caps per agent, per day and per task. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

Mistral Agents - Fast and Open Weights

What this solves Mistral models balance speed and quality for high-throughput agent workloads. RemoteAgent Online is LLM-agnostic: one policy,...

Aug 23, 2026Read article → AI Agents

Qwen Agents for Multilingual Work

What this solves Qwen offers strong multilingual performance makes it a natural fit for translation and support agents. RemoteAgent Online is...

Aug 23, 2026Read article → AI Agents

DeepSeek R1 Agents - Cheap, Transparent, Capable

What this solves Run DeepSeek R1 for reasoning-heavy agent tasks at a fraction of frontier pricing, with spending caps enforced. RemoteAgent...

Aug 23, 2026Read article → AI Agents

Run Llama 3 Locally with RemoteAgent Online

What this solves Serve Llama 3 on your own hardware through Ollama and let RemoteAgent Online orchestrate agents around it. RemoteAgent Online...

Aug 23, 2026Read article → AI Agents

AI Agent for Git Workflow Automation

What this solves Branch, commit, tag and release with an agent that follows your git conventions. This is the kind of task RemoteAgent Online...

Aug 23, 2026Read article → AI Agents

AI Agent for Travel Itineraries

What this solves Plan door-to-door itineraries with bookings compared across providers. This is the kind of task RemoteAgent Online was built...

Aug 23, 2026Read article → AI Agents

AI Agent for Personal News Digests

What this solves Build a daily digest from the sources you trust, filtered by the topics you pick. This is the kind of task RemoteAgent Online...

Aug 23, 2026Read article → AI Agents

AI Agent for Website Performance

What this solves Audit Core Web Vitals, compress assets and track scores over time. This is the kind of task RemoteAgent Online was built for: a...

Aug 23, 2026Read article →