Claude Opus 4.7 as the Planner in Multi-Agent Systems
An agentic-AI perspective on Claude Opus 4.7 planner, covering orchestration patterns, tool use, and how multi-agent orchestration fits production agent stacks.
12 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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Inside Anthropic's Red Team Process for Claude 4.x
How leaders should think about Anthropic red team — adoption patterns, ROI, competitive dynamics, and what AI red teaming means for the next 12 months.
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Agent Memory for Voice AI: Low-Latency Recall Patterns That Work
Voice agents cannot afford a 600ms memory call between turns. Caching, prefetch, and tiered recall patterns for sub-200ms agent memory in real-time conversations.
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Curating LangSmith Datasets from Production Traces the Right Way
Production traces are the best eval data you have. A workflow for promoting LangSmith traces into golden datasets without leaking PII or breaking compliance.
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Letta 1.0: The Agent OS and Development Environment Land in 2026
Letta 1.0 ships the long-promised agent OS, ADE, and stable memory primitives. What MemGPT became and why it matters for serious memory-heavy agent builders.
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MCP Streamable HTTP vs stdio: Picking the Right Transport in 2026 — Mcp http vs stdio
Mcp http vs stdio: mCP 1.0 supports stdio and Streamable HTTP transports for different deployment shapes. When each one is the right pick and how authentication differs between them.
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Qdrant vs Milvus 2026: Throughput, Cost, and Operational Fit Tested
Qdrant and Milvus took different architectural bets. Head-to-head on throughput, latency, ops complexity, and where each one wins in serious production deployments today.
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Sales and RevOps Lens: 1X Neo — The Home Humanoid Bet
Sales and RevOps Lens perspective on 1X Neo's consumer push and tendon-driven design represent the alternative path to mass humanoid adoption.
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Sales and RevOps Lens: Aider 0.80 — The Quiet Powerhouse of AI Pair Programming
Sales and RevOps Lens perspective on Aider keeps quietly shipping — version 0.80 adds architect mode, repository maps, and faster diff application.
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