Drop 2-3 input/output pairs in the prompt. The model copies the format on every subsequent input. The cheapest way to control LLM output without fine-tuning.
Show Your LLM 2 Examples and It Will Copy the Format Forever — Few-Shot Prompting
Drop 2-3 input/output pairs in the prompt. The model copies the format on every subsequent input. The cheapest way to control LLM output without fine-tuning.
Fable 5 crushed every benchmark, redefined what AI coding assistants could do, and disappeared before most developers even got to try it. Here's what we lost.
How I wired a browser extension to Claude Desktop through the Model Context Protocol, with a local SQLite + ChromaDB hybrid search and a graceful no-LLM fallback.
kctx turns Kubernetes API state into compact operational context for humans, scripts, and AI SRE workflows.