Simulcast and SVC for AI Voice Agents: Multi-Quality Streams in 2026
Simulcast and SVC are usually a video story — but in 2026 they matter for voice-only AI agents that publish video avatars or screen-share alongside speech.
10 min
Agentic AI & LLMs
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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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ElevenLabs ElevenAgents vs OpenAI Realtime: Cost Compared in 2026
ElevenAgents charges per minute. OpenAI charges per token. The real cost compare flips depending on prompt size and call length. Here is the math on identical 5-minute calls.
10 min read
Chat Agent Rate Limiting and Abuse Prevention: 2026 Token-Based Patterns
An autonomous agent can chain 20 calls from one prompt. Request-per-minute caps cannot stop a thousand-token prompt. Here is token-based rate limiting in 2026.
10 min read
WebRTC + WHIP for AI Ingress: The 2026 Production Pattern
WHIP is the simplest WebRTC ingress protocol you can ship. For AI voice agents that need to take in live audio from a third-party source, it is the right answer in 2026.
10 min
Promptfoo as Your Agent Eval CI Gate After the OpenAI Acquisition
OpenAI bought Promptfoo for $86M on March 9, 2026. The open-source library is still active with 350k+ developers. Here is how to wire it as a hard CI gate.
10 min read
Chat for In-App Feature Request Triage: 2026 Patterns for B2B SaaS
Canny's autopilot merges duplicate feature requests automatically, Twig and Kai auto-tag and route, and the best teams now triage in chat. Here is how to wire feature-request triage into your chat agent.
9 min read
Saga Pattern for Multi-Step AI Workflows: Orchestration Beats Choreography in 2026
Multi-step AI workflows — book viewing, charge card, send confirmation, sync calendar — fail at step 3 and you need to compensate steps 1 and 2. The saga pattern is the answer; orchestration with Temporal is the 2026 default.
12 min read
E911 Address Registration for AI Numbers in 2026: Kari's Law and Ray Baum's Act Compliance
E911 is not optional. Kari's Law mandates direct 911 dialing on multi-line systems; Ray Baum's Act mandates dispatchable location. Both apply to AI voice deployments. FCC fines run $10k per day. Here is what to register and how.
11 min read
HIPAA + HITECH Breach Notification Workflows for AI Voice and Chat in 2026
60 days. That is the cap to notify individuals after discovering a breach involving ePHI — and AI voice agents now both need to detect breaches faster and avoid causing them. Here is the 2026 workflow.
11 min read