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
RisingWave 2026 ships native vector support, openai_embedding(), an MCP server, and Iceberg sinks. Materialize is the BSL alternative. We benchmark both for AI call analytics — incremental views, streaming joins, and live dashboards.
Microsoft GraphRAG cost $33K to index large corpora in 2024. LightRAG and LazyGraphRAG cut that 100x while keeping multi-hop accuracy. Here is the 2026 graph-RAG decision tree.
Run an AI agent fleet behind Istio Ambient with the Gateway API Inference Extension, or Linkerd for the simpler path. mTLS, traffic split, and KV-cache-aware routing.
GPT-4 favors markdown, GPT-3.5 prefers JSON, plain text wins for embeddings. Here is how 2026 chat agents pick the right format per surface to maximize comprehension.
A cold container can stretch first-turn latency from 600ms to 20s. We engineer warm pools, pre-loaded models, and pinned inference instances so the first call sounds as fast as the hundredth.
AI hotel concierges handle 85%+ of front-desk queries instantly and lift upsell conversion materially. Here is the 2026 chat playbook for guest engagement, upsell, and service requests.
How BNetzA's numbering plan, Germany's strict TKG/UWG telemarketing regime, and the 2 August 2026 AI-Act transparency rules with BNetzA as central market-surveillance authority shape AI voice agents in Germany.
Integrate your calling platform with Salesforce and HubSpot CRM for automatic call logging, screen pops, and workflow automation. Best practices inside.
The dashboard your team uses to review AI voice calls is a HIPAA system that needs unique IDs, MFA, automatic logoff, and least-privilege roles — exactly like an EHR.
