Results for “context engineering”

…Releases: Embeddings, Image/Video and Open ModelsPerplexity contextual embeddings: pplx-embed-v2-context-9b-preview is open on Hugging Face (@perplexity_ai). Method: The model encodes the whole document once and pools chunk vectors…

…range from Grok, Google's internal code knowledge graph, to engineering leadership at Sourcegraph and the Beads work ledger for agent memory. His public views also changed substantially: skeptical of working agents in December 2023, he was …

…for Gemma 3 with potential multimodality and longer context. Mistral AI is commended for its rapid progress despite limited resources compared to larger companies. Users suggest normalizing comparisons based on team size and available…

…not establish competence with another. Yegge distinguishes AI engineering, which he describes as building AI-enabled applications, from vibe coding, his movement to replace established software-production practices with agent-driven work.…

…presumably due to unexpectedly high usage. The Rise of "Context Engineering": The term "prompt engineering" is being challenged, with prominent voices like @jd_pressman and @nptacek advocating for "context engineering" as a more accurate…

…and summarizing messages to organizing inboxes and preparing contextual replies. Following its acquisition by Grammarly, the email app became Superhuman Mail in October 2025, while its parent, formerly Grammarly, adopted the Superhuman…

…plan or an investment thesis; everybody “Brings Your Own Context” and so agreeing there is as fruitful as building a Tower in Babel. Agent Labs have their business plan embedded in the name: where Model Labs primarily research and sell…

…Figma components to codebase components. That mapping supplies context through MCP, the tool connection used here to pass Figma information to coding agents, so an implementation can reuse the team’s existing components. Setup is…

…was further debated on aspects such as safety measures and context length. Anomalous behavior in Bing: @odasso. shared an unusual experience with Bing's ability on holding over query context across different conversations. The case was…

…loop and data-generation approach had signal, but neither its context capacity nor its capabilities supported useful engineering performance. Fine-tuning GPT-4 with an 8K window helped despite the smaller context. A 128K window finally…

…converters (@khoomeik). Anthropic: Opus‑plan/Sonnet‑execute, 1M context, prompt caching, Humanloop Model pairing in code: “Opus plan, Sonnet execute” is now officially supported in Claude Code via /model, routing high‑level planning to Opus…

…Anthropic because of Claude Code and says his work combines engineering, teaching and user feedback. His human-computer interaction background informs the question tool: some people want an agent to act immediately, while others benefit…