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Software Architecture · Apr 5, 2026 · 15 min read
Everyone teaches you how to build an AI agent, but no one talks about how quickly a poorly optimized architecture will bankrupt your AWS account. Here is a line-by-item breakdown of the hidden inference tax of agentic workflows.
AI & ML · Oct 26, 2026 · 14 min read
Mastra vs LangChain after the demo: durable state, evals, traces, deployment, cost, and human approval. The framework picker is a separate article.
Software Architecture · Apr 14, 2026 · 13 min read
Most agent stacks stall in fragile prompt chains while a human babysits every branch. This is an architecture for wiring vision-language models into execution roots, ingesting raw visual telemetry, and closing sense–act loops fast enough for 2026 hardware.
Software Architecture · Apr 13, 2026 · 14 min read
Recursive loops, bloated prompts, and missing execution gates quietly compound API spend. Here is a practical playbook—planning, HITL, compression, and hard caps—to cut agent token usage by up to seventy percent without sacrificing model intelligence.