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Context Engineering
Context engineering is rapidly evolving, with new benchmarks like Context-Bench emerging and major AI players like Google and Anthropic releasing courses and guides. Discussions highlight its critical role in advanced AI agents and its potential to surpass traditional prompt engineering.
About Context Engineering
Context engineering is a crucial aspect of AI development, involving the provision of relevant context to AI models at the right time to enhance their reliability and efficiency.
Engagements: XXXXXXX #
Engagements 24-Hour Time-Series Raw Data
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Daily Average: XXXXXXX
1 Week: XXXXXX -XX%
1 Month: XXXXXXXXX +41%
6 Months: XXXXXXXXXX +16,887%
1 Year: XXXXXXXXXX +1,374,625%
1-Year High: XXXXXXXXX on 2025-06-25
1-Year Low: X on 2024-12-22
| Social Network | TikTok | X | YouTube | |
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| Engagements | XXX | XXXXX | XXXXXXX | XXXXX |
Mentions: XXX #
Mentions 24-Hour Time-Series Raw Data
Current Value: XXX
Daily Average: XXX
1 Month: XXXXX +105%
6 Months: XXXXX +48,426%
1 Year: XXXXX +70,915%
1-Year High: XXX on 2025-07-04
1-Year Low: X on 2024-11-05
| Social Network | TikTok | X | YouTube | |
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| Mentions | XXX | XXX | XXXXX | XXX |
Creators: XXX #
Creators 24-Hour Time-Series Raw Data
XXX unique social accounts have posts mentioning Context Engineering in the last XX hours which is up XX% from XXX in the previous XX hours
Daily Average: XXX
1 Week: XXX -XX%
1 Month: XXXXX +118%
6 Months: XXXXX +30,884%
1 Year: XXXXX +45,285%
1-Year High: XXX on 2025-07-04
1-Year Low: X on 2024-11-05
The most influential creators that mention Context Engineering in the last XX hours
| Creator | Rank | Followers | Posts | Engagements |
|---|---|---|---|---|
| @rryssf_ | X | XXXXXX | X | XXXXXXX |
| @dexhorthy | X | XXXXX | X | XXXXX |
| @stefan_fee | X | XXXXX | X | XXXXX |
| @charlespacker | X | XXXXX | X | XXXXX |
| @cozymaximalist | X | XXXXXX | X | XXX |
| @james.goldbach | X | XXXXX | X | XXX |
| @ailabs | X | XXXXXX | X | XXX |
| @leerob | X | XXXXXXX | X | XXX |
| @sydneyrunkle | X | XXXXX | X | XX |
| @codewithimanshu | XX | XXXXXX | X | XX |
Sentiment: XX% #
Sentiment 24-Hour Time-Series Raw Data
Current Value: XX%
Daily Average: XX%
1 Week: XX% +1%
1 Month: XX% -XX%
1-Year High: XXX% on 2025-06-18
1-Year Low: XX% on 2025-11-03
Most Supportive Themes
- Context Engineering for AI Agents: (60%) This theme focuses on the application of context engineering specifically for building and improving AI agents, highlighting techniques and best practices.
- Context Engineering vs. Prompt Engineering: (30%) This theme explores the evolution from prompt engineering to context engineering, emphasizing the latter's advanced capabilities and importance.
- Context Engineering Tools and Frameworks: (10%) This theme covers specific tools, frameworks, and platforms that facilitate context engineering, such as Claude Code, Cursor, and LangChain.
Most Critical Themes
Network engagement breakdown:
| Network | Positive | % | Neutral | % | Negative | % |
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| XXX | X% | XX | X% | |||
| TikTok | XX | X% | XX | X% | XX | X% |
| X | XXX | X% | XXX | X% | XXX | X% |
| YouTube | XX | X% | XXX | X% | XXX | X% |
| Total | XXXXX | X% | XXX | X% | XXX | X% |
Top assets mentioned In the posts about Context Engineering in the last XX hours
Alphabet Inc Class A (GOOGL) Braintrust (BTRST)
Top topics mentioned In the posts about Context Engineering in the last XX hours
ai, prompt engineering, llm, agentic, context window, open ai, unlock, vibe coding, files, the project, $googl, stocks communication services, $a2ami, applied, ai in, is there, elvis, the art, instead of, eng, lowkey, $dbsdf, roadmap, braintrust, victor, linkedin, what to, $2607hk, shanghai, rwa, all the, lack of, topics, you dont, leaderboard, bulk, ai agent, javascript, stocks, protocol, real world, coins nft, coins base ecosystem, coins dao, coins defi, repo, roots
Top Social Posts #
Top posts by engagements in the last XX hours
Showing only X posts for non-authenticated requests. Use your API key in requests for full results.
"there's a new concept I'm seeing emerging in AI Agents (especially coding agents) which I'll call "harness engineering" - applying context engineering principles to how you use an existing agent Context engineering - how context (long or short agentic or not) is passed to an LLM to get the best results You do context engineering when you prompt an llm and you do a LOT of context engineering when you design a coding agent harness But there's another layer on top of the core tool-calling orchestration and agentic RAG that happens in the agent. For claude code it's the commands hooks skills"
X Link @dexhorthy 2025-11-04T13:23Z 6727 followers, 3733 engagements
"Is there one more step forward Moving from "prompt" and "context" engineering; not seeing the object of engineering as things human write that can be read. Thinking you're not engineering the prompt or the context you're engineering the correlations on the latent space. When you think that way you can even start to go beyond existing correlations to engineer a new geometry for the semantic space by engineering the metrics of the space that are relevant to your goal. You're not curating and optimizing content anymore you're forcing the model on live in ontologies where semantic distances are"
X Link @RomainPete98794 2025-11-04T13:07Z XXX followers, XX engagements
"I remember seeing this paper a few months ago but when I checked arXiv now I found that it was uploaded on October XX. Does anyone know of another paper that discusses something similar about context engineering"
X Link @walkurumi 2025-11-04T11:48Z XXX followers, XXX engagements
""Context Engineering" 🤖⚙ is all the rage right now in agentic development. Is it just a fancy new name for prompting or is there more to it In this post I decided to go fully transparent and talk about what it took for us to create a high-quality implementation that enables developers and business stakeholders to work together on customer-facing agents that can achieve real business impactand do so safely. Dive into what production-grade context engineering really looks like in the real world inside Parlant's guideline matching engine. - The real challenges that had to be solved - The naive"
X Link @ymarcov 2025-11-04T10:59Z 1136 followers, XX engagements