Essays, benchmarks, and field notes on prompt engineering, transformer self-attention mechanisms, and developer flow.
How treating LLM interactions as conversational dialogues burns token attention, induces hallucination loops, and why negative constraints stabilize model outputs.
An empirical analysis of token waste, latency overhead, and developer frustration when using raw prompt drafts vs structured intent compilers.
Why middleware proxies are an unnecessary security liability when modern browser extension architectures can dispatch encrypted requests directly from the client.