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.
From the blog
The FCC's 2026 RMD overhaul mandates annual recertification, $10K base fines for inaccurate filings, and Google Authenticator MFA. Here is the compliance checklist for AI voice providers.
Self-Instruct, Evol-Instruct, Magpie, persona-based — five methods, one survival rule: keep at least 25% real data or your model collapses. We walk through Stanford Alpaca's $500 recipe, the 100K → 5K filtering pipeline, and how to avoid Nature's documented collapse failure mode.
Sentry's 2026 Agent Monitoring auto-instruments OpenAI, Anthropic, Vercel AI SDK, and LangGraph. Pair with Vercel Web Analytics for full client + server visibility.
60% of restaurant bookings happen outside business hours and reservation chatbots lift conversion 35–40%. Here is the 2026 chat playbook for capturing every reservation.
How ARCEP's numbering plan, the 1 January 2026 caller-ID authentication mechanism (MAN), and the 11 August 2026 prior-consent law for telemarketing reshape AI voice agents in France.
Protect enterprise VoIP systems with encryption, access controls, and compliance frameworks. Covers SRTP, TLS, fraud prevention, and regulatory requirements.
Vision Pro Personas and Meta Codec Avatars both ride WebRTC under the hood. Here is the architecture, the spatial-audio gotchas, and the 2026 build.
Twilio in front, WebSocket bridge in the middle, OpenAI Realtime at the end. The pattern that dominates AI voice production in 2026 explained from SIP signaling through to model output.
Pure-Python voice agent: openai-whisper for STT, Ollama serving Llama 3.3 70B for the LLM, edge-tts for TTS. Zero API keys, runs on a single workstation.
