Conversational RAG: Maintaining Context Across Turns
Conversational RAG must blend the current question with conversation history. The 2026 patterns for query rewriting, history compression, and reuse.
8 min read
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AI Voice Agent Insights & Guides
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SMB Founder Playbook: Claude Code 2.1 — Multi-Agent Coding for Real
SMB Founder Playbook perspective on Claude Code 2.1 ships background agents, sub-agent spawning, and a hooks API that turn it into a true multi-agent coding platform.
9 min read
SMB Founder Playbook: CrewAI Studio — Multi-Agent Goes No-Code
SMB Founder Playbook perspective on CrewAI Studio is the visual layer over the most-popular multi-agent framework, opening the toolkit to non-engineers.
9 min read
Enterprise CIO Guide: NIST AI RMF 2.0 — The US Risk Framework Update
Enterprise CIO Guide perspective on NIST's AI Risk Management Framework 2.0 incorporates agentic AI, multi-agent systems, and tool use into its risk taxonomy.
9 min read
Legal AI Agents: Document Review, Contract Analysis, and the Liability Minefield
Legal AI agents shipped in 2026, but the malpractice and unauthorized-practice questions are not resolved. Where firms deploy and where they refuse.
8 min read
Enterprise CIO Guide: Figure 02 — Embodied Agents Hit the Factory Floor
Enterprise CIO Guide perspective on Figure's deployment numbers and Helix model show humanoid agents are no longer a research demo.
9 min read
SMB Founder Playbook: Klarna AI Agent — The Numbers Two Years In
SMB Founder Playbook perspective on Klarna's AI agent pioneered the resolution-equivalent metric and is now in its third year of production data.
9 min read
Multi-Hop RAG: Designing Retrieval Pipelines for Complex Questions
Multi-hop questions break naive RAG. The 2026 retrieval patterns that handle 'who is the manager of the engineer who shipped Y' style questions.
8 min read
DeepSeek V4 and the Chinese Open-Model Ecosystem in 2026
DeepSeek V4 anchors a thriving Chinese open-model ecosystem. Qwen, Kimi, Yi, GLM — what each one does and how the ecosystem competes.
8 min read
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