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
FDA structure-function rules separate billion-dollar supplement brands from FTC warning letters. Here is how chat agents recommend, educate, and convert without crossing into disease claims in 2026.
Calls drop for ten different reasons - SIP BYE, RTP timeout, media server crash, carrier reset. A single 'call dropped' counter tells you nothing. Here is the seven-bucket taxonomy we use to find the actual cause in under five minutes.
Order schema migrations, model warm-up, and traffic cutover for an AI voice agent using ArgoCD sync waves and ApplicationSet progressive syncs. Real YAML and gotchas.
ServiceTitan ships Titan Intelligence Chat and Housecall Pro pushes Instapay AI in 2026. Here is how a chat agent sits on top of both to capture after-hours leads and convert 25% more book-a-job inquiries.
Multi-agent debate produces measurably better answers on hard reasoning tasks. We dissect the round-robin protocol, ICLR 2026 memory-masking findings, and where to use debate inside a customer-facing voice agent without blowing latency budgets.
Pure vector search caps out around 62% precision. Adding pg_trgm + tsvector with Reciprocal Rank Fusion lifts it to 84%+. Real SQL, real RRF math, and a Prisma helper you can drop into any agent.
Claude and Julius render interactive JavaScript charts inline. Here is how 2026 chat agents emit chart specs, render Recharts or Vega, and let users iterate on visuals conversationally.
AssemblyAI Universal-3 Pro Streaming hits ~150ms P50; Deepgram Nova-3 sub-300ms. We benchmark streaming vs batch, partial vs final transcripts, and when to skip ASR entirely with a multimodal Realtime model.
The SBC market hits $1.25B by 2034 because no other box protects WebRTC + SIP edges from SIP flood, INVITE storms, and registration DoS at the same time. Here is the 2026 reference architecture.
