"After a few years of prompt engineering being the focus of attention in applied AI, a new term has come to prominence: context engineering. Building with language models is becoming less about finding the right words and phrases for your prompts, and more about answering the broader question of “what configuration of context is most likely to generate our model’s desired behavior?"

Context refers to the set of tokens included when sampling from a large-language model (LLM). The engineering problem at hand is optimizing the utility of those tokens against the inherent constraints of LLMs in order to consistently achieve a desired outcome. Effectively wrangling LLMs often requires thinking in context — in other words: considering the holistic state available to the LLM at any given time and what potential behaviors that state might yield.

In this post, we’ll explore the emerging art of context engineering and offer a refined mental model for building steerable, effective agents."

https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents

#AI #GenerativeAI #Anthropic #LLMs #Chatbots #ContextEngineering #PromptEngineering #AIAgents #AgenticAI

I love @danielmiessler's work but #PAI in particular.

I was working on this sort of scaffolding anyway, because AI is the best #assistive technology i have available to me, and i've been iterating over my own env today working on my personal #AI, Sundae.

Today I added a fabric-MCP server to shred through news and editorials, capture what i need to know, etc.

When I did a softball test to extract some next actions to implement and this part got me emotional - #contextEngineering is so fun.

🚀 Perplexity just dropped their Search API — the same infra behind their answer engine, now open to devs.

Fast, fresh, AI-first search with sub-doc snippets + an SDK + OSS evals.

Perfect for grounding LLMs, building agents, or just hacking.

Overview → https://dropletdrift.com/perplexity-search-api-an-intro-for-developers/

#AI #WebDev #APIs #Developers #PerplexityAI #SearchAPI #AIagents #LLM #AIDev #DevTools #OpenSource #SDK #Search #HybridSearch #ContextEngineering #Retrieval #RAG #RealtimeAI #AIFirst #Innovation

Context Engineering for AI Agents: Lessons

https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

#HackerNews #ContextEngineering #AIAgents #Lessons #AIResearch #TechInnovation

Context Engineering đang trở thành Full Stack mới của AI Agents, giúp tối ưu hóa hiệu suất và khả năng ứng dụng của các hệ thống trí tuệ nhân tạo. Đây là xu hướng quan trọng trong phát triển công nghệ AI hiện đại. #AI #ContextEngineering #FullStack #VietAI #KỹThuậtNgữCảnh #TríTuệNhânTạo

https://zilliz.com/blog/why-context-engineering-is-becoming-the-full-stack-of-ai-agents

#Development #Trends
AGENTS.md gains traction · The rise of the open format for guiding coding agents https://ilo.im/166l69

_____
#Programming #Coding #AI #Agents #ContextEngineering #WebDev #Frontend #Backend #DevOps

Macht ihr schon Context Engineering oder noch Prompt Engineering?

Wir gestaltet ihr den Wissenstransfer?

https://www.philschmid.de/context-engineering

#ki #ai #ContextEngineering

"Nothing about how we write our docs privileges the LLM. The accessibility mantra “curb cuts benefit everyone” applies here too. Thoughtful naming, careful selection and layering — these are editorial best practices that benefit all readers. What does privilege the LLM, though, is an MCP server that makes documentation available to agents in ways they are best equipped to process."

https://thenewstack.io/how-to-upgrade-your-mcp-server-with-context-engineering/

#Documentation #ContextEngineering #MCP

🤖 Ngăn AI "phá" code của bạn như thế nào?

* 🔑 Mấu chốt: **Context** (bối cảnh). AI cần hiểu rõ kiến trúc, quy ước code của bạn.
* 📝 Chuẩn bị kỹ: PRD, tech specs, sơ đồ, task list chi tiết.
* 🎯 Tập trung: Cung cấp đúng file cần thiết, đừng "nhồi nhét" cả repo.
* ✅ Kết quả: Code "vibe-coded" vẫn chất lượng khi có context tốt.

#AI #machinelearning #laptrinh #contextengineering #trituenhantao #lập_trình #máy_học

https://www.reddit.com/r/programming/comments/1nbz709/how_i_stopped_ai_co