Asterisk 22 + AI Agent Integration: ARI, AudioSocket, and ExternalMedia
How Asterisk 22 connects to AI voice agents in 2026 using ARI for call control, AudioSocket for audio streaming, and ExternalMedia for low-latency RTP bridges.
11 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 363 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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OpenAI Agents SDK in 2026: Handoffs, Sandboxes, and What CallSphere Ships
The OpenAI Agents SDK 2026 release added Sandbox Agents and matured handoffs. Here is what production multi-agent voice teams should adopt.
10 min read
Prompt Caching for Voice Agents: The Real 90% Savings in 2026
Anthropic and OpenAI both offer 90%+ prompt cache discounts on stable input. We measured 91% cache hit rates in production — here is the engineering pattern that gets you there.
9 min read
AI Voice Agent + Zendesk Sunshine Conversations: Side Convos and Switchboard
Zendesk's Sunshine Conversations API unifies 14+ messaging channels behind one REST surface. Here is how a CallSphere voice agent uses Switchboard to escalate and Side Conversations to coordinate.
10 min read
Langfuse vs LangSmith vs Helicone vs Arize: AI Observability in 2026
Four ways to trace AI agents in 2026, none of them perfect. We ran 12 weeks of production traffic through each and benchmarked them on cost, depth, OTel compatibility, and self-host friction.
12 min read
Pydantic AI in 2026: When Type-Safe Agents Beat Everything Else
Pydantic AI v1.85 ships with MCP, dependency injection, and 16k+ stars. We break down where strict typing pays for itself and where it gets in the way of shipping.
10 min read
Replace Synthflow With a Self-Hosted FastAPI Voice Agent
Synthflow's no-code builder hits walls fast — branching tools, custom auth, real CRMs. Move to a self-hosted FastAPI agent and unlock everything in 600 lines.
12 min read
AI Voice in India 2026: TRAI, NCCP/DND, and the AI-Voice Telemarketing Crackdown
How TRAI's TCCCPR 2018, the NCCP/DND register, the February 2025 second amendment, and the upcoming AI-voice disclosure rules shape AI voice agents in India in 2026.
12 min read
Adaptive Thinking in Claude 4.6: How AI Agents Decide When and How Much to Reason
Technical exploration of adaptive thinking in Claude 4.6 — how the model dynamically adjusts reasoning depth, its impact on agent architectures, and practical implementation patterns.
15 min read