Surgical DevOps – Prevent LLM context drift and regressions
Surgical DevOps 🚀 Note: Clique aqui para ler a versão em Português. Surgical DevOps is an open-source, agnostic protocol ecosystem designed to govern and standardize the behavior of Large Language Models (LLMs) during the software development lifecycle, eliminating code regressions and context drift in long chat sessions. The ecosystem operates by coupling two core protocols: BH-SEP (Safe Evolution Protocol): Forces the AI to act with surgical precision.
- ▪Surgical DevOps 🚀 Note: Clique aqui para ler a versão em Português.
- ▪Surgical DevOps is an open-source, agnostic protocol ecosystem designed to govern and standardize the behavior of Large Language Models (LLMs) during the software development lifecycle, eliminating code regressions and context drift in long
- ▪The ecosystem operates by coupling two core protocols: BH-SEP (Safe Evolution Protocol): Forces the AI to act with surgical precision.
Opening excerpt (first ~120 words) tap to expand
Surgical DevOps 🚀 Note: Clique aqui para ler a versão em Português. Surgical DevOps is an open-source, agnostic protocol ecosystem designed to govern and standardize the behavior of Large Language Models (LLMs) during the software development lifecycle, eliminating code regressions and context drift in long chat sessions. The ecosystem operates by coupling two core protocols: BH-SEP (Safe Evolution Protocol): Forces the AI to act with surgical precision. It is strictly forbidden from assuming context or rewriting entire functional files. The core focus is a total analysis of the target file (Inspect First) followed by isolated, tactical code changes (Minimal Diffs). BH-SDP (Snapshot & Delivery Protocol): Manages the model's short-term memory.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Hacker News - Newest: ""AI" "LLM"".