Agent Memory Patterns: Episodic, Semantic, and Procedural Stores in Production
Production LLM agents in 2026 separate episodic, semantic, and procedural memory. Here is how to design each store and the tradeoffs that matter.
10 min read
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AI Voice Agent Insights & Guides
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
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AI Voice Agent + Follow Up Boss / BoomTown: Real Estate Lead Routing in 2026
AI-enhanced CRMs hit ~89% adoption among top real estate producers in 2026. We walk through the Follow Up Boss and BoomTown APIs that let a CallSphere voice agent score and route leads instantly.
10 min read
Common Room Agents 2026: RevOps Goes Fully Agentic
Common Room shipped product-led growth AI agents in 2026 — and Vercel, Linear, and Loom standardized on them. Here's the pattern, the per-seat pricing.
8 min read
Voice Agent Barge-In Handling: Server VAD, Client VAD, and the Hybrid Approach
Cleanly handling user interruptions is what separates a robotic voice agent from one that sounds human. The 2026 patterns and where they fail.
8 min read
Healthcare Practice Use Case: Aider 0.80 — The Quiet Powerhouse of AI Pair Programming
Healthcare Practice Use Case perspective on Aider keeps quietly shipping — version 0.80 adds architect mode, repository maps, and faster diff application.
9 min read
Healthcare Practice Use Case: 1X Neo — The Home Humanoid Bet
Healthcare Practice Use Case perspective on 1X Neo's consumer push and tendon-driven design represent the alternative path to mass humanoid adoption.
9 min read
Blackboard Architectures Revisited: A 2026 Take on Classical AI Coordination
Blackboard architectures from 1980s AI are quietly back, repurposed for 2026 multi-agent systems. The pattern, the modern stack, and where it shines.
8 min read
Agent Personalization for SaaS Onboarding Flows: Conversion Lift
Personalizing onboarding agents lifts trial-to-paid by 18% in published case studies. The memory architecture that makes it work and the metrics it actually moves.
9 min read
Agent-to-Agent Protocol (A2A) Deep Dive: Google's Open Standard for Agent Interop
Google's A2A protocol shipped in 2025 to let agents from different vendors talk to each other. Here is what it does, where it differs from MCP, and who is adopting.
9 min read
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