Streaming vs Batch Inference: When Each Wins
Streaming gives perceived speed; batch gives throughput. The 2026 deployment guide for when to pick each and how to do hybrid.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
Streaming gives perceived speed; batch gives throughput. The 2026 deployment guide for when to pick each and how to do hybrid.
Three structured-output approaches, three different reliability profiles. The 2026 best practices for getting clean structured output from LLMs.
Modern system prompts must be cache-friendly and modular. The 2026 system-prompt patterns that ship in production.
How leaders should think about Claude Code 2.1 San Francisco — adoption patterns, ROI, competitive dynamics, and what developer productivity means for the next 12 months.
Infrastructure-level look at multi-cloud Claude, including cloud Anthropic strategy, deployment topology, region availability, and cost considerations.
How leaders should think about MCP Minneapolis — adoption patterns, ROI, competitive dynamics, and what retail AI Midwest means for the next 12 months.
A practical engineering deep dive into Claude Sonnet 4.6 benchmarks, covering architecture, tradeoffs, and what production teams need to know about agent evaluation.
Treating evals as the test suite for agents finally clicks in 2026. The CI/CD pattern with PromptFoo, Braintrust, and GitHub Actions that catches regressions before production.
A New York hedge-fund team uses AutoGen 0.5 to coordinate research analyst agents on equities. The team-of-experts pattern in finance and what made it ship.
Get notified when we publish new articles on AI voice agents, automation, and industry insights. No spam, unsubscribe anytime.
Try our live demo -- no signup required. Talk to an AI voice agent right now.