Results for “context engineering”

…suggests future breakthroughs may come from specialization and context engineering, favoring a multi-LLM future where model-agnostic context layers add the most value. AI and Human Interaction: Users expressed varied desires for AI…

…His earlier Shopify work supplies the operational context for the database decisions he later described with Justine. Earlier career: Denmark, Shopify and “angel engineering” Eskildsen grew up in Aarhus, Denmark. He worked with Rails at the…

…tool call results automatically prune. So there’s like context removal, context addition, and, context compaction. So all of these are from the harnesses themselves. But from our experience, the heuristic engineering also helps the models…

…attributed the failures to insufficient model capability, short context windows, and unreliable behavior, estimating that the eventual agent system had been rebuilt four or five times. Custom Agents required greater reliability because they…

…supporting multimodal tasks. All models support a 128K token context length. Performance: The 1B and 3B models outperform Gemma 2 2.6B and Phi 3.5-mini on key tasks, while the 11B and 90B vision models are competitive with Claude 3 Haiku…

…web framework, co-founded a conference startup and held engineering leadership roles at Eventbrite. Those earlier projects provide context for his work on reusable tools, database choices and software delivery. Earlier career: Django,…

…model). Infra mismatch: serverless vs agent loops: A pointed engineering claim is that agentic systems need persistent, long-running execution and state management; “serverless” patterns force brittle networking workarounds for multi-step…

…data: - Qualitative interviews supply life history and personal context, including experiences whose relevance may be difficult to anticipate. - Observed behavior, such as transactions, supplies base statistics about what people do. -…

…Simulation in self-driving vs. knowledge work12:14 Drew's AI Engineering setup15:24 RAG vs. long context in AI models18:06 From "FileGPT" to Dropbox AI23:20 Is storage solved?26:30 Products vs Features30:48 Building trust for data…

…Its later AI products use workplace conversations and files as context: Slack AI introduced search answers and summaries in 2024, and the reimagined Slackbot expanded into personal assistance and actions in 2026. Slack AI: answers from…

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. OpenAI and Google AI Announcements OpenAI GPT-4o Launch: @sama noted the aesthetic difference between OpenAI and Google's AI announcements. @zacharynado…

…it plays selected passages of original audio and adds spoken context between them. These features grew from an earlier podcast-search prototype and a product initially organized around shared clips. 2020–2022: search prototype, founding,…