Research Agents
Deep research, literature review, and data synthesis agents
Multi-Agent Systems Explained: How Teams of AI Agents Collaborate
The single-agent paradigm is hitting a ceiling. When you ask one LLM to plan, research, write, review, and debug simultaneously, you're fighting against context window limits, role confusion, and the ...
How AI Agents Are Accelerating Scientific Discovery
Something fundamental shifted in 2023. AI systems stopped being passive tools that researchers queried and started becoming autonomous agents that propose experiments, interpret results, and iterate o...
Deep Research with Claude: How to Use AI for Comprehensive Market Analysis
Most articles about AI and market research promise you'll "revolutionize" your workflow overnight. That's not what this is. After spending eighteen months building research pipelines with Claude, GPT-...
Building a Research Agent with LangGraph: From Question to Report
A research agent that takes a natural language question, decomposes it into sub-queries, searches the web and academic databases in parallel, synthesizes findings, and produces a structured report wit...
The State of AI Agents in 2026: A Comprehensive Industry Report
**By DriftSeas | Industry Report**...
AI Agent Memory Systems: How Agents Remember, Learn, and Improve
The context window is not memory. It's a whiteboard that gets erased every conversation. Yet most agent frameworks treat it as if it's sufficient, bolting on a vector store and calling the problem sol...
RAG Agents for Knowledge Workers: Building Your Second Brain with AI
Retrieval-Augmented Generation (RAG) has emerged as the dominant pattern for building AI agents that can reason over private or domain-specific knowledge. While the concept seems straightforward—retri...
The Best AI Research Agents for Academic Literature Review in 2026
The promise of AI-assisted literature review sounds straightforward: point an agent at a research question, get back a synthesized, citation-backed answer. The reality is considerably messier. After s...