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
Redis Streams give you 50 microsecond enqueue, consumer groups, and PEL-based at-least-once delivery — the right primitive for buffering live AI conversation events while downstream agents catch up.
Baseten's $5B-valuation Chains SDK plus Truss runtime delivers the lowest measured TTS time-to-first-byte in 2026. Build a voice agent with Kokoro, Orpheus, and Whisper on B200s.
60% of follow-up messages have unresolved coreferences. Query rewriting fixes pronouns, expands recall with multi-query, and applies constraint filters before retrieval ever runs.
Safari shipped WebTransport in 26.4 but still trails on Insertable Streams, SVC, and AV1. iOS forces every browser to inherit Safari's gaps. Here is the 2026 parity matrix and how to design around it.
Year-over-year analysis of the agentic AI landscape comparing experimental 2025 chatbots to production multi-agent systems in 2026, with predictions for 2027.
Practical cost reduction strategies for AI agents including semantic caching, intelligent model routing, prompt optimization, and batch processing to cut LLM API spend.
Side-by-side comparison of the top 4 AI agent frameworks: LangGraph, CrewAI, AutoGen, and OpenAI Agents SDK — architecture, features, production readiness, and when to choose each.
Practical patterns for agent safety including prompt injection detection, PII filtering, hallucination detection, output content moderation, and circuit breaker implementations.
Build IT helpdesk AI agents with multi-agent architecture for triage, device, network, and security issues. RAG-powered knowledge base, automated ticket creation, routing, and escalation.
