AI Solution Architecture: From PoC to Production
The architectural transitions that take an AI project from a PoC to production-grade in 2026 — and the things teams routinely miss.
8 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 Agents for Dental Practices 2026: ROI, Integrations, and Real Case Data
Dental practices are a sweet spot for AI voice agents in 2026. ROI math, PMS integrations (Dentrix, Eaglesoft, Open Dental), and real deployment data.
8 min read
Attention Mechanisms Explained: From Self-Attention to Multi-Query
The evolution of attention from the original transformer to 2026's multi-query and grouped-query variants — what changed and why it matters.
8 min read
Autonomous Agent Goal Decomposition: From High-Level Tasks to Atomic Actions
How agents convert vague human goals into executable steps in 2026. The decomposition patterns and the failure modes that derail them.
8 min read
Build vs Buy for AI Agents 2026: The Honest Decision Matrix
When building your own agent platform actually pays back vs when you should buy. The 2026 decision matrix with real numbers.
8 min read
Building AI Agents That Know What They Don't Know: Uncertainty-Aware Design
Production agents that surface uncertainty cleanly are dramatically more useful than confident-but-wrong ones. The 2026 uncertainty-design patterns.
8 min read
Caching Strategies for AI Apps: Multi-Layer Cache Design
Multi-layer cache designs for AI apps — prompt cache, response cache, retrieval cache, embedding cache — and how they compose in 2026.
7 min read
California AB 2013 and Frontier Model Transparency: What Changed
California's AB 2013 forced training-data disclosure for frontier model providers. What is now public, what is not, and what other states are following.
7 min read
Canary Deployments for New LLM Versions
Canarying new model versions catches regressions early. The 2026 patterns for safe LLM canary deploys and rollback automation.
7 min read
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