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Context Engineering
Context Engineering is rapidly evolving, with new frameworks like ACE emerging and discussions shifting from prompt engineering to more advanced context management. Top creators are highlighting its importance for AI agent development and efficiency.
About Context Engineering
Context Engineering is a field focused on providing relevant context to AI models to improve their reliability and efficiency.
Insights
- context engineering mentions hit XXX which is XXX% higher than it's daily average.
- context engineering creators hit XXX which is XXX% higher than it's daily average.
Engagements: XXXXXXX (24h)
Engagements 24-Hour Time-Series Raw Data
Current Value: XXXXXXX
Daily Average: XXXXXXX
X Week: XXXXXXX -XX%
X Month: XXXXXXXXX +244%
X Months: XXXXXXXXXX +2,243%
X Year: XXXXXXXXXX +210,178%
1-Year High: XXXXXXXXX on 2025-06-25
1-Year Low: X on 2024-12-22
Engagements by network (24h): Reddit: XXX TikTok: XXXXXX X: XXXXXX YouTube: XXXXXX
Mentions: XXX (24h)
Mentions 24-Hour Time-Series Raw Data
Current Value: XXX
Daily Average: XXX
X Week: XXX -XX%
X Month: XXXXX +17%
X Months: XXXXXX +13,364%
X Year: XXXXXX +65,939%
1-Year High: XXX on 2025-07-04
1-Year Low: X on 2024-12-21
Mentions by network (24h): Reddit: XXX TikTok: XXX X: XXXXX YouTube: XXX
Creators: XXX (24h)
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
X Week: XXX -XXXX%
X Month: XXXXX -XXXX%
X Months: XXXXX +8,226%
X Year: XXXXX +40,317%
1-Year High: XXX on 2025-07-04
1-Year Low: X on 2024-12-21
The most influential creators that mention Context Engineering in the last XX hours
| Creator | Rank | Followers | Posts | Engagements |
|---|---|---|---|---|
| @levie | X | XXXXXXXXX | X | XXXXXX |
| @colemedin | X | XXXXXXX | X | XXXXX |
| @intheworldofai | X | XXXXXXX | X | XXXXX |
| @koylanai | X | XXXXXX | X | XXXXX |
| @agentic.james | X | XXXXX | X | XXXXX |
| @mdancho84 | X | XXXXXX | X | XXXXX |
| @ArcBlock_io | X | XXXXXX | X | XXXXX |
| @mave99a | X | XXXXXX | X | XXXXX |
| @ibmtechnology | X | XXXXXXXXX | X | XXXXX |
| @bibryam | XX | XXXXXX | X | XXXXX |
Sentiment: XX%
Sentiment 24-Hour Time-Series Raw Data
Current Value: XX%
Daily Average: XX%
X Week: XX% +3%
X Month: XX% +4%
X Months: XX% -X%
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%) Focuses on applying context engineering techniques to develop and enhance AI agents, including best practices and methodologies.
- Context Engineering vs. Prompt Engineering: (30%) Explores the evolution from prompt engineering to context engineering, emphasizing the advanced capabilities and significance of the latter.
- Context Engineering Tools and Frameworks: (10%) Covers specific tools, frameworks, and platforms that support context engineering, such as Claude Code, Cursor, and LangChain.
Most Critical Themes:
Top Context Engineering 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.
"Effective Context Engineering for AI Agents (why agents still fail in practice)"
YouTube Link @daveebbelaar 2025-12-19T13:01Z 225K followers, XXX engagements
"A large part of context engineering is relevance engineering. Recall and precision. This is why so much time is just going to straight into search and retrieval systems heuristics for ranking information system prompts ways of keeping track of the work thats being done to save context window space"
X Link @jobergum 2025-12-19T06:14Z 19K followers, 4580 engagements
"We will soon get to a point as AI model progress continues that almost any time something doesnt work with an AI agent in a reasonably sized task you will be able to point to a lack of the right information that the agent had access to. This is why context engineering is the future. Basically youre reverse engineering what an insanely smart human would need to perform a particular task. The caveat is this super smart person is an expert at almost any type of field of work but one day theyre a lawyer at a Fortune XXX and the next day theyre an engineer at a startup. And they forget what they"
X Link @levie 2025-12-19T05:33Z 2.4M followers, 87.4K engagements
"The Rise of Agentic Search with Jeff Huber (Chroma)"
YouTube Link @vanishinggradients 2025-12-19T05:07Z 3630 followers, XX engagements