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
Practical strategies for reducing LLM token costs in agentic systems including compact prompts, tool result summarization, selective context, and model tiering approaches.
What it actually takes to get a Socket.IO cluster past 100,000 concurrent connections in 2026: sharded Redis adapter, namespace partitioning, and the bottlenecks nobody warns you about.
Daily Bots ship Pipecat agents on Daily's global WebRTC mesh in minutes. Here is how the stack maps to a CallSphere-style production deployment.
OpenAI shipped Privacy Filter as an open-weight PII model in 2026 and the EU AI Act high-risk obligations apply from August 2. Here is how to put real-time redaction in front of a chat agent.
If your AI voice gateway leaks Via headers, internal IPs, or model server hostnames, you have published your attack surface. Here is the SBC topology-hiding playbook for AI voice in 2026.
DataChannel is how production AI voice agents ship function calls, interrupts, and live UI state next to the audio. Here is the 2026 pattern.
X12 270/271 eligibility transactions are HIPAA-mandated and well understood. What is new in 2026 is the AI agent driving them — and the minimum-necessary discipline that AI demands.
DevOps teams using autonomous AI agents save three hours daily on debugging. The same pattern works in chat support — read the customer's logs, isolate the failed call, suggest the fix. Here is how.
RabbitMQ 4.3 (April 2026) adds strict priorities, delayed retry with backoff, and a 50% memory drop for small messages — making quorum queues the right answer for AI agent task queues.
