[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @rseroter Richard Seroter Richard Seroter posts on X about ai, context engineering, agentic, glad the most. They currently have XXXXXX followers and XX posts still getting attention that total XXXXX engagements in the last XX hours. ### Engagements: XXXXX [#](/creator/twitter::48529642/interactions)  - X Week XXXXXX -XX% - X Month XXXXXXX +221% - X Months XXXXXXXXX -XX% - X Year XXXXXXXXXX +1,536% ### Mentions: XX [#](/creator/twitter::48529642/posts_active)  - X Week XX -XX% - X Month XXX +125% - X Months XXX +296% - X Year XXX +97% ### Followers: XXXXXX [#](/creator/twitter::48529642/followers)  - X Week XXXXXX +0.35% - X Month XXXXXX +3.60% - X Months XXXXXX +12% - X Year XXXXXX +21% ### CreatorRank: XXXXXXXXX [#](/creator/twitter::48529642/influencer_rank)  ### Social Influence **Social category influence** [vc firms](/list/vc-firms) #121 [technology brands](/list/technology-brands) XXXX% [stocks](/list/stocks) XXXX% [finance](/list/finance) XXXX% **Social topic influence** [ai](/topic/ai) 12.82%, [context engineering](/topic/context-engineering) #35, [agentic](/topic/agentic) #202, [glad](/topic/glad) #442, [vibe coding](/topic/vibe-coding) #171, [business](/topic/business) 5.13%, [scales](/topic/scales) 2.56%, [$googl](/topic/$googl) 2.56%, [environment](/topic/environment) 2.56%, [threshold](/topic/threshold) XXXX% **Top accounts mentioned or mentioned by** [@googlecloud](/creator/undefined) [@a16z](/creator/undefined) [@anthropicai](/creator/undefined) [@antigravity](/creator/undefined) [@springaicentral](/creator/undefined) [@googlecloudtech](/creator/undefined) [@boil_the_sea](/creator/undefined) [@ctoadvisor](/creator/undefined) [@colbyhawker](/creator/undefined) [@googlecolab](/creator/undefined) [@code](/creator/undefined) [@ddobrin](/creator/undefined) [@batteryventures](/creator/undefined) [@google](/creator/undefined) [@googleaistudio](/creator/undefined) [@martincasado](/creator/undefined) [@openrouterai](/creator/undefined) [@spotifyeng](/creator/undefined) [@codydearkland](/creator/undefined) [@nickhodges](/creator/undefined) **Top assets mentioned** [Alphabet Inc Class A (GOOGL)](/topic/$googl) ### Top Social Posts Top posts by engagements in the last XX hours "I don't know what "serverless" even means anymore but I'm glad that @googlecloud Run has built-in concurrency scales to zero offers GPUs deploys code or containers and has a great free tier. Oh and now does continuous deploy from almost any repo:" [X Link](https://x.com/rseroter/status/1995894478695997791) 2025-12-02T16:35Z 30.3K followers, 1647 engagements "I'm super glad that @Google is a founding member of the new Agentic AI Foundation. There are three important projects included at the start and the full list of members indicates that we're all invested in finding shared standards" [X Link](https://x.com/rseroter/status/1998449470267339148) 2025-12-09T17:47Z 30.3K followers, 12.1K engagements "Vibe coding . in your enterprise AI platform I love using @GoogleAIStudio but sometimes I wish I was working right in my @googlecloud environment. Now I can. Vertex AI now offers a preview of a "build" experience. I just tried it. Short 🧵 " [X Link](https://x.com/rseroter/status/1995561982465028556) 2025-12-01T18:33Z 30.3K followers, 9061 engagements "The "best practices" keep changing but that's to be expected in emerging spaces. Here are some valid tips for what we know about context engineering today " [X Link](https://x.com/rseroter/status/1995593746910429694) 2025-12-01T20:40Z 30.3K followers, 2011 engagements "Seroter Daily Reading List December X 2025 (#675): Todays links look at applying AI where it actually matters what one company learned after a year of agents and four lessons about context engineering" [X Link](https://x.com/rseroter/status/1995649156720066657) 2025-12-02T00:20Z 30.3K followers, XXX engagements ""We have crossed a threshold where building a bespoke application is often fasterand certainly less frustratingthan finding an off-the-shelf solution that mostly works." so many implications to this trend. Hard to deny it" [X Link](https://x.com/rseroter/status/1995959909536473298) 2025-12-02T20:55Z 30.3K followers, 2121 engagements ""R&D really does pencil out as a fixed cost; your go-to-market is what drives the business. So understand it." an absolute wealth of useful advice from @martin_casado in this @a16z post about going to market when no market exists" [X Link](https://x.com/rseroter/status/1996285052473274828) 2025-12-03T18:27Z 30.3K followers, XXX engagements "You might be inclined to give this massive "State of AI" report from @OpenRouterAI to AI for summary but do consider at least skimming through it yourself. Find some interesting data-driven insights into agentic workflows open model usage and global trends" [X Link](https://x.com/rseroter/status/1998060380178821626) 2025-12-08T16:01Z 30.3K followers, XXX engagements "Chaos engineering Wasn't that a hot topic like a decade ago I'd argue it matters more now than then. Companies have more distributed infrastructure than ever and their business grinds to a halt during an outage. Good new @GoogleCloudTech post:" [X Link](https://x.com/rseroter/status/1998411061096247498) 2025-12-09T15:15Z 30.3K followers, 1545 engagements "The @SpotifyEng team built background coding agents that can edit code run tests and such. But how do they give them instructions Here's a look at what they do for context engineering " [X Link](https://x.com/rseroter/status/1993428229009588321) 2025-11-25T21:15Z 30.3K followers, 33.6K engagements ""Vector Search XXX is a @googlecloud product designed from the ground up as a self-tuning fully managed AI-native search engine . Vector Search XXX evolves ANN index as a service system) into a comprehensive storage and retrieval system." brand new" [X Link](https://x.com/rseroter/status/1996303423206019099) 2025-12-03T19:40Z 30.3K followers, 8149 engagements ""Its not happening for every AI product but a new pattern is emerging thats worth every founders attention. Weve started calling it the Cinderella 'Glass Slipper' effect and its turning our understanding of user retention on its head." from @a16z" [X Link](https://x.com/rseroter/status/1998825038632595907) 2025-12-10T18:40Z 30.3K followers, XXX engagements "What patterns products and services should you use for that agentic system you're thinking about building We just shipped a terrific new @GoogleCloudTech architecture guide on this topic " [X Link](https://x.com/rseroter/status/1995606331173052634) 2025-12-01T21:30Z 30.2K followers, 18.6K engagements "Maybe you're just unbelievable at regular expressions multithreading character encoding and handling time zones. Or maybe we're all faking it. @NickHodges has a fun post about X coding domains that no devs really understand:" [X Link](https://x.com/rseroter/status/1996649201766195550) 2025-12-04T18:34Z 30.2K followers, XXX engagements ""ADKs context architecturetiered storage compiled views pipeline processing and strict scopingis our answer to this context management challenge." really good post that explores "active context engineering" and context as a "compiled view"" [X Link](https://x.com/rseroter/status/1996992966406390113) 2025-12-05T17:20Z 30.2K followers, XXX engagements "You know even a few months ago I'd read a post like this about @angular Signals and think "that's cool I should try that out sometime." Now I just pop into @antigravity have it build me a working demo app in minutes and explain how it works" [X Link](https://x.com/rseroter/status/1997074397090521420) 2025-12-05T22:43Z 30.3K followers, XXX engagements "@boil_the_sea @a16z I can definitely buy that. I wonder with how fast UX is changing around each (including "borrowing" ideas) if that makes it less sticky" [X Link](https://x.com/rseroter/status/1998887849291391344) 2025-12-10T22:49Z 30.3K followers, X engagements "Is vibe coding the new gateway to technical debt if you already know how to build (and debug) software it's powerful in the right cases. It's made a huge difference for me. For those who don't know code it likely ends in frustration" [X Link](https://x.com/rseroter/status/1998806164453425536) 2025-12-10T17:25Z 30.3K followers, XXX engagements ""Our preliminary benchmarks show Spring AI's Tool Search Tool implementation achieves 34-64% token reduction across OpenAI Anthropic and Gemini models while maintaining full access to hundreds of tools." useful capability baked into @SpringAICentral" [X Link](https://x.com/rseroter/status/1999198247651541291) 2025-12-11T19:23Z 30.3K followers, XXX engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@rseroter Richard Seroter
Richard Seroter posts on X about ai, context engineering, agentic, glad the most. They currently have XXXXXX followers and XX posts still getting attention that total XXXXX engagements in the last XX hours.
Engagements: XXXXX #
- X Week XXXXXX -XX%
- X Month XXXXXXX +221%
- X Months XXXXXXXXX -XX%
- X Year XXXXXXXXXX +1,536%
Mentions: XX #
- X Week XX -XX%
- X Month XXX +125%
- X Months XXX +296%
- X Year XXX +97%
Followers: XXXXXX #
- X Week XXXXXX +0.35%
- X Month XXXXXX +3.60%
- X Months XXXXXX +12%
- X Year XXXXXX +21%
CreatorRank: XXXXXXXXX #
Social Influence
Social category influence vc firms #121 technology brands XXXX% stocks XXXX% finance XXXX%
Social topic influence ai 12.82%, context engineering #35, agentic #202, glad #442, vibe coding #171, business 5.13%, scales 2.56%, $googl 2.56%, environment 2.56%, threshold XXXX%
Top accounts mentioned or mentioned by @googlecloud @a16z @anthropicai @antigravity @springaicentral @googlecloudtech @boil_the_sea @ctoadvisor @colbyhawker @googlecolab @code @ddobrin @batteryventures @google @googleaistudio @martincasado @openrouterai @spotifyeng @codydearkland @nickhodges
Top assets mentioned Alphabet Inc Class A (GOOGL)
Top Social Posts
Top posts by engagements in the last XX hours
"I don't know what "serverless" even means anymore but I'm glad that @googlecloud Run has built-in concurrency scales to zero offers GPUs deploys code or containers and has a great free tier. Oh and now does continuous deploy from almost any repo:"
X Link 2025-12-02T16:35Z 30.3K followers, 1647 engagements
"I'm super glad that @Google is a founding member of the new Agentic AI Foundation. There are three important projects included at the start and the full list of members indicates that we're all invested in finding shared standards"
X Link 2025-12-09T17:47Z 30.3K followers, 12.1K engagements
"Vibe coding . in your enterprise AI platform I love using @GoogleAIStudio but sometimes I wish I was working right in my @googlecloud environment. Now I can. Vertex AI now offers a preview of a "build" experience. I just tried it. Short 🧵 "
X Link 2025-12-01T18:33Z 30.3K followers, 9061 engagements
"The "best practices" keep changing but that's to be expected in emerging spaces. Here are some valid tips for what we know about context engineering today "
X Link 2025-12-01T20:40Z 30.3K followers, 2011 engagements
"Seroter Daily Reading List December X 2025 (#675): Todays links look at applying AI where it actually matters what one company learned after a year of agents and four lessons about context engineering"
X Link 2025-12-02T00:20Z 30.3K followers, XXX engagements
""We have crossed a threshold where building a bespoke application is often fasterand certainly less frustratingthan finding an off-the-shelf solution that mostly works." so many implications to this trend. Hard to deny it"
X Link 2025-12-02T20:55Z 30.3K followers, 2121 engagements
""R&D really does pencil out as a fixed cost; your go-to-market is what drives the business. So understand it." an absolute wealth of useful advice from @martin_casado in this @a16z post about going to market when no market exists"
X Link 2025-12-03T18:27Z 30.3K followers, XXX engagements
"You might be inclined to give this massive "State of AI" report from @OpenRouterAI to AI for summary but do consider at least skimming through it yourself. Find some interesting data-driven insights into agentic workflows open model usage and global trends"
X Link 2025-12-08T16:01Z 30.3K followers, XXX engagements
"Chaos engineering Wasn't that a hot topic like a decade ago I'd argue it matters more now than then. Companies have more distributed infrastructure than ever and their business grinds to a halt during an outage. Good new @GoogleCloudTech post:"
X Link 2025-12-09T15:15Z 30.3K followers, 1545 engagements
"The @SpotifyEng team built background coding agents that can edit code run tests and such. But how do they give them instructions Here's a look at what they do for context engineering "
X Link 2025-11-25T21:15Z 30.3K followers, 33.6K engagements
""Vector Search XXX is a @googlecloud product designed from the ground up as a self-tuning fully managed AI-native search engine . Vector Search XXX evolves ANN index as a service system) into a comprehensive storage and retrieval system." brand new"
X Link 2025-12-03T19:40Z 30.3K followers, 8149 engagements
""Its not happening for every AI product but a new pattern is emerging thats worth every founders attention. Weve started calling it the Cinderella 'Glass Slipper' effect and its turning our understanding of user retention on its head." from @a16z"
X Link 2025-12-10T18:40Z 30.3K followers, XXX engagements
"What patterns products and services should you use for that agentic system you're thinking about building We just shipped a terrific new @GoogleCloudTech architecture guide on this topic "
X Link 2025-12-01T21:30Z 30.2K followers, 18.6K engagements
"Maybe you're just unbelievable at regular expressions multithreading character encoding and handling time zones. Or maybe we're all faking it. @NickHodges has a fun post about X coding domains that no devs really understand:"
X Link 2025-12-04T18:34Z 30.2K followers, XXX engagements
""ADKs context architecturetiered storage compiled views pipeline processing and strict scopingis our answer to this context management challenge." really good post that explores "active context engineering" and context as a "compiled view""
X Link 2025-12-05T17:20Z 30.2K followers, XXX engagements
"You know even a few months ago I'd read a post like this about @angular Signals and think "that's cool I should try that out sometime." Now I just pop into @antigravity have it build me a working demo app in minutes and explain how it works"
X Link 2025-12-05T22:43Z 30.3K followers, XXX engagements
"@boil_the_sea @a16z I can definitely buy that. I wonder with how fast UX is changing around each (including "borrowing" ideas) if that makes it less sticky"
X Link 2025-12-10T22:49Z 30.3K followers, X engagements
"Is vibe coding the new gateway to technical debt if you already know how to build (and debug) software it's powerful in the right cases. It's made a huge difference for me. For those who don't know code it likely ends in frustration"
X Link 2025-12-10T17:25Z 30.3K followers, XXX engagements
""Our preliminary benchmarks show Spring AI's Tool Search Tool implementation achieves 34-64% token reduction across OpenAI Anthropic and Gemini models while maintaining full access to hundreds of tools." useful capability baked into @SpringAICentral"
X Link 2025-12-11T19:23Z 30.3K followers, XXX engagements