Architecting autonomous agents, multimodal intelligence, and frontier systems.
Deep dives on autonomous agents, frontier reasoning models, local developer inference, and token economics.
How modern autonomous agents move beyond simple prompt-response cycles into persistent memory, deterministic tool calling, and self-correcting execution waves.
Architecting high-scale multimodal pipelines: chunking media streams, GPU-accelerated Whisper diarization, frame embedding models, and hybrid semantic search.
October 10, 2026 · 8 min read
How the open Model Context Protocol standardizes LLM-to-tool integration, handles sandboxed process isolation, and enables modular agent capabilities.
October 9, 2026 · 6 min read
How frontier caching architectures like vLLM PagedAttention, Anthropic Prompt Caching, and Gemini Context Caching drop LLM latency by 80% and inference bills by 75%.
October 8, 2026 · 7 min read
Why string-parsing prompts fail at scale, and how constrained grammar decoding, typed schema validation, and rigorous eval harnesses guarantee 99.9% reliability.
October 8, 2026 · 6 min read