Results for “context engineering”

…MLX, 4-bit, and QwQ 32B / MLX, 4-bit. All models were set to a context length of 8192, repeat penalty of 1.1, and temperature of 0.8. They were given a prompt to use HTML5 canvas to create a bouncing ball in a rotating hexagon with a reset …

…v0.0.8 dropped major integrations: deep VS Code support (context-aware suggestions, inline diffs), robust MCP CLI (add/remove/list), responsive TUI, reverse search, context compression controls, multi-directory auto-load, and more. Thread…

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. Yann LeCun and Elon Musk Twitter Debate Convolutional Neural Networks (CNNs) Importance: @ylecun noted CNNs, introduced in 1989, are used in every driving…

…Gemini) acting as players, focusing on capabilities like contextual reasoning, deception, and multi-agent strategy under information asymmetry. Results show DeepSeek and Qwen (even in distilled form) outperforming Claude and Grok; GPT-4.1…

…(Andrew Lampinen, Andrew Lampinen). This is now a practical engineering question, not philosophy: routing, orchestration, tool schemas, and eval harnesses are visibly altering outcomes. Multi-agent patterns are getting productized. There…

…improve coherence and character card adherence. Long Context Handling: Users reported on models' performance with long context lengths, noting that some like Mistral 7B Instruct lose coherence beyond certain limits. Subsequent discussions…

…these illustrate prompt‑injection patterns that exploit social‑engineering and context framing to elicit disallowed outputs from safety‑aligned models, underscoring the brittleness of refusal heuristics and the need for more robust…

…debut, the community has its eyes peeled on a variety of AI and engineering marvels. The eagerness for open source models that could provide 100k+ context and concerns about privacy in information sharing also embodies the diverse range of …

…attribution gap became the story: The day’s most consequential engineering/product discourse centered on Cursor’s new coding model. Initial speculation tied Composer 2 to Kimi via tokenizer/model URL signals, with critics questioning why…

…by up to 80%. The feature allows for reusing a book's worth of context across multiple API requests, beneficial for coding assistants, large document processing, and agentic tool use. Grok-2 Release: @_philschmid reported that xAI has…

…complaints of low quality output, hypothesizing that effective context, clear prompts, and structured decomposition tasks—skills rooted in senior-level software engineering—are crucial for leveraging Claude's strengths. Top comments…

…is a strong example of agents being used for sustained systems engineering, migration, testing, and rollout support rather than single-shot codegen. Evals, Misalignment, and Reward HackingCheatBench: @hendrycks and @CAIS released…