Tracing OpenAI Realtime Calls End-to-End
OpenAI Realtime traces look great in the OpenAI dashboard but vanish when the call leaves their servers. Here's how to stitch SIP, WebRTC, your tools, and Realtime into one trace.
11 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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OpenAI Agents SDK: Python vs JavaScript Feature Parity in May 2026
Sandbox, harness, code mode, and async subagents are Python-only as of April 2026. Here is the actual parity matrix and how to architect around it.
10 min read
ColPali in 2026: Multi-Vector Visual Retrieval for Agents
ColPali skips OCR entirely — it embeds page screenshots as 1024 patch vectors and beats BGE-M3 by 6-15 nDCG points on visual document tasks. Here is how OneRoof uses it for listing photos.
11 min read
Wait-List Chat for Pre-Launch: Converting Signups to Customers in 2026
Cold waitlists convert under 5% on launch day; nurtured waitlists convert 10–25%. Here is the 2026 chat playbook for collecting waitlist signups and converting them to paying customers.
9 min read
Where Claude Managed Agents Are Heading Next in 2026
The near future of Claude Managed Agents — longer horizons, agent-to-agent coordination, durable memory — and how to prepare your team and architecture today.
8 min read
How to Measure Success of Claude Managed Agents
The metrics and signals that prove a Claude Managed Agent works — task success, autonomy rate, intervention cost, escalation precision, and the traps to avoid.
8 min read
Claude Managed Agents: A Real Use Case, End to End
A real walkthrough of shipping a Claude Managed Agent for invoice reconciliation — problem framing, tools, evals, shadow mode, and a careful production rollout.
8 min read
Risk Management for Claude Managed Agents in Production
Failure modes, blast radius, and containment patterns for Claude Managed Agents — scoped tools, budgets, approval gates, and recovery for safe production agents.
8 min read
Hiring for Claude Managed Agents: New Skills in 2026
The skills, roles, and reskilling that change when Claude Managed Agents hit production — prompt-as-spec, eval engineering, tool design, and supervising agents.
9 min read
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