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
Notion's hosted MCP got April 2026 upgrades for comments, transcripts, and Sites. We unpack the tool surface, the markdown-edit pattern, and how to build an agent that synthesizes across pages.
Provisioning numbers in 60+ countries for AI voice in 2026 sounds simple - until you hit Germany's address proof, France's RIO, India's TRAI rules, and Brazil's Anatel. Here is the country-by-country playbook.
SOC 2 Type II audits in 2026 expect zero-trust posture, AI-specific evidence around model lineage, drift, and inference logging, and continuous monitoring. Here is what auditors actually ask AI voice and chat vendors.
Hallucination rates run 15 to 52 percent across 37 frontier models. Here is how to detect them at generation time, route uncertain answers, and never confidently lie to a customer.
Outdoor D2C buyers ask spec-heavy questions — temp ratings, fabric weight, packed volume — that catalog pages hide. Chat agents that decode specs and plan trips lift conversion 35%. Here is the 2026 playbook.
Groq 3 LPU at GTC 2026 delivers 1.2 PFLOPS, 1500 tok/s, and 80ms TTFT. Pair with Whisper at 189x real-time and you get a 330ms full voice-to-voice pipeline. Build guide.
Time-to-first-token is the latency that callers feel. 600ms feels snappy, 1200ms feels broken. Here is how we monitor TTFT per provider, per model, per agent across a Twilio voice fleet and trigger automatic provider failover.
Salesforce shipped six new Agentforce Health agents in March 2026 with HealthEx, Verily, and Viz.ai integrations. MIMIT Health reports 459% ROI. Here is how a chat agent on top of Health Cloud goes from demo to deployment in 2026.
Pipelines arrange agents like an assembly line — Generate → Validate → Transform → Deliver. Linear, deterministic, easy to debug. Why pipelines beat fancy patterns 80% of the time, plus CallSphere's call-summary pipeline.
