Results for “context engineering”

…of fine‑tuning and inference workloads to wafer‑scale hardware. Context Is the New Prompt: Anthropic argued that effective context engineering—not just prompting—is critical for agent performance in Effective context engineering for AI…

…gpt-4o-2024-08-06, the newest 4o model released today with 16k context (4x longer but still less than the alpha Long Output model) and 33-50% lower pricing than 4o-May. We happen to run AINews with structured output via the Instructor…

…web apps in under 4 minutes flat, incorporating unlimited context via auto-offloading and recall, a feature launched on October 16th. User reactions varied, with some marveling at its speed and diving into context engineering, while others …

…larger tasks (cursor_ai). LangChain folks discuss “harness engineering” research: forcing self-verification/iteration, automated context prefetch, and reflection over traces as levers that change outcomes materially (Vtrivedy10). Deepagents…

…that 8B and 70B parameter versions are available, supporting 8K context length. An open-source code interpreter for the 70B model was also shared. Llama 3 outperforms previous models in benchmarks: Benchmarks shared in /r/LocalLLaMA show…

…> “multi-agent vibes”, and filesystems emerge as the dominant context/memory abstraction Cursor’s long-running-agent lessons (roles + planning + judging): Multiple posts summarize Cursor’s view that peer-like self-coordination fails;…

…Humor in the AI Community: Jokes and memes within the AI engineering community provide levity and commentary on the quirks of the field. nearcyan humorously discusses timing in business decisions, ClementDelangue makes light of…

…teams integrated Grok fast models (@ssankar). Retrieval, context engineering, and agent research MetaEmbed (Flexible Late Interaction): Append learnable “meta tokens” and only store/use those for late interaction, enabling multi‑vector…

…you react to this other Anthropic report showing that Software Engineering has taken over 50% of usecases of Claude models: Do you agree with Han that you should work on the other usecases? Surely with 2025 being the year of coding agents, …

…expressing frustration with its slow response times for long contexts. Some users face issues with the API when using tools like Cline or OpenRouter, while others appreciate its stability in the chat web interface. Discussions highlight the…

…the broader thesis that “systems talent is the moat.” Agentic engineering & “context engineering” replaces prompt-only thinking Context engineering framing: Weaviate draws the taxonomy: prompt engineering = phrasing, context engineering =…

…one" or "this number present onscreen" refer to, based on 3 contexts - 1) what's on screen, 2) entities relevant to the conversation, and 3) background entities. They enable all sorts of assistant-like usecases: Which is a challenging task …