Post-Call Sentiment + Lead Scoring: CallSphere vs Vapi Analytics Gap
CallSphere auto-scores every call: sentiment -1.0 to 1.0, lead 0-100, intent, satisfaction, escalation. Vapi gives you raw recordings. Here is the analytics pipeline.
13 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 259 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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SMB Voice AI ROI: When CallSphere Flat Pricing Beats Vapi by Day 14
For a 5-person clinic, CallSphere's flat tier breaks even on day 14 vs Vapi's all-in. Here is the ROI math and migration timeline.
13 min read
Background Agents in Claude Code 2.1: Long-Running Task Patterns
An agentic-AI perspective on Claude Code 2.1 background agents, covering orchestration patterns, tool use, and how asynchronous AI fits production agent stacks.
12 min read
Claude Sonnet 4.6 on Google Cloud Vertex: A Hands-On Guide
Infrastructure-level look at Claude Sonnet 4.6 Vertex, including GCP Anthropic, deployment topology, region availability, and cost considerations.
9 min read
MCP 1.0 vs OpenAI Function Tools: A Cross-Vendor Comparison
A practical engineering deep dive into MCP 1.0 vs OpenAI, covering architecture, tradeoffs, and what production teams need to know about tool protocol comparison.
7 min read
Why Claude Sonnet 4.6 Is the Default Workhorse for Production Agents
A practical engineering deep dive into Claude Sonnet 4.6, covering architecture, tradeoffs, and what production teams need to know about production AI agents.
10 min read
Agent Memory Evaluation with the LoCoMo Benchmark: A How-To
LoCoMo is the closest thing the field has to a memory benchmark right now. How to use it to evaluate Mem0, Zep, and a custom store with reproducible methodology.
10 min read
AGUI Protocol: Bridging Frontend and Backend Agents Cleanly
AGUI is the emerging protocol for streaming agent state to UIs without bespoke glue. The spec, the Vercel/CopilotKit implementations, and the adoption signals to watch.
10 min read
AutoGen Magentic-One: The Team Orchestrator Pattern Explained
Magentic-One lifts the orchestrator-worker pattern into AutoGen 0.5. How to design teams that escalate to specialists without infinite loops or runaway cost.
11 min read