Results for “context engineering”

…deploying Large Language Models (LLMs) in production and AI Engineering strategies in the finance sector. Discussions center around practical considerations and strategies for leveraging LLMs effectively in industry contexts. LlamaIndex…

…from scratch. Whereas SWE-Bench, you're starting in the context of an entire repository. And so it adds this entirely new dimension to the problem of finding the relevant files. And this is a huge part of real engineering, is it's actually …

…employment. Separately, Itamar from Codium coined Flow Engineering with AlphaCodium, picked up by Karpathy. -- Table of Contents [TOC] TheBloke Discord Summary Swiss Army AI Dreamed Up: Engineers on the server discussed crafting a…

Take the 2026 AI Engineering Survey and get >$2k in credits and AIE WF tickets! This was recorded before Railway suffered a major GCP outage on May 19, despite being a multi-AZ, multi-zone mesh ring, with HA fiber interconnects between…

…70B. The 405B model demonstrates superior performance in long context Q&A, fact analysis, and detailed story comprehension compared to the 70B version and commercial LLMs, maintaining consistency near its 128K context limit. Despite…

…by asking targeted questions, building from the evolving context. This facilitates a meta-meta-prompting approach, requiring pre-existing prompt engineering skills and confidence in the template's structure, making GPTs easier to build.…

…argues fungibility across models requires building harness, context, memory, and routing into the application layer. @mignano frames this as a new “rebel alliance” stack around open weights, distributed compute, routing, open harnesses, and…

…are debated, with concerns about slower output speed and fast context fill-up. However, some argue that the improved architecture offsets these drawbacks by enhancing prediction speed, while others note the potential for reduced hardware…

…what people thought were the essential pieces of the AI Engineering stack, but what was true for 2022-2023 has aged poorly. The basic insight that Ankur had is the same thesis that Hamel Husain is pushing in his World’s Fair talk and…

…Mistral AI's Large 2 with 123B parameters, both featuring 128k context windows. Llama 3.1 also includes smaller 8B and 70B versions. Performance Comparisons: @GuillaumeLample shared that Mistral Large 2 outperforms Llama 3.1 405B on coding …

…details or a single message was insufficient to establish context for summarization regarding GitHub links for NexusRaven-V2 and the mention of memory challenges with local models. LM Studio Channel Summaries ▷ #💬-general (62…

…in ontologies for many years and is now combining that with AI engineering is Kingsley Idehen, who runs a company called OpenLink Software. He’s been building an “agent engineering stack” that uses Semantic Web technologies — including an…