# ![@WeiClara22607 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1999125116224180226.png) @WeiClara22607 Clara Wei A

Clara Wei A posts on X about rss3, ai, web3, the world the most. They currently have [--] followers and [---] posts still getting attention that total [--] engagements in the last [--] hours.

### Engagements: [--] [#](/creator/twitter::1999125116224180226/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1999125116224180226/c:line/m:interactions.svg)

- [--] Week [---] -2.70%
- [--] Month [---] +873%

### Mentions: [--] [#](/creator/twitter::1999125116224180226/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1999125116224180226/c:line/m:posts_active.svg)


### Followers: undefined [#](/creator/twitter::1999125116224180226/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1999125116224180226/c:line/m:followers.svg)


### CreatorRank: undefined [#](/creator/twitter::1999125116224180226/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1999125116224180226/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[cryptocurrencies](/list/cryptocurrencies)  [finance](/list/finance) 

**Social topic influence**
[rss3](/topic/rss3), [ai](/topic/ai), [web3](/topic/web3), [the world](/topic/the-world), [infra](/topic/infra), [events](/topic/events), [agents](/topic/agents), [onchain](/topic/onchain), [trust](/topic/trust), [systems](/topic/systems)

**Top assets mentioned**
[RSS3 (RSS3)](/topic/rss3)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Agent An agent that never reviews outcomes is still just a tool. #RSS3 #AIAgent #Execution #AI"  
[X Link](https://x.com/WeiClara22607/status/2001529827548139619)  2025-12-18T05:47Z [--] followers, [--] engagements


"Todays problem isnt intelligence. Its perception. Agents are smart but the world they see is: fragmented platform-owned non-standardized Garbage in. Garbage reasoning.#AI #Agents #Crypto #Infrastructure #Rss3 #OKES"  
[X Link](https://x.com/WeiClara22607/status/2001927586180641203)  2025-12-19T08:08Z [--] followers, [--] engagements


"When systems start owning outcomes a new era begins.#RSS3 #AITrends #AIAgent #Web3"  
[X Link](https://x.com/WeiClara22607/status/2008022212889231506)  2026-01-05T03:46Z [--] followers, [--] engagements


"Real understanding often comes after execution not before.#RSS3 #AITrends #AIAgent #Web3"  
[X Link](https://x.com/WeiClara22607/status/2008421805003075773)  2026-01-06T06:14Z [--] followers, [--] engagements


"RSS3 MCP MCP Agent EN: Many think RSS3 builds MCP just to follow trends. Actually MCP is a necessary interface for the Agent era. #RSS3 #MCP #AIagents #Web3 #OpenData"  
[X Link](https://x.com/WeiClara22607/status/2009156594467262623)  2026-01-08T06:53Z [--] followers, [--] engagements


"API MCP Agent APIs connect functions. MCP connects context how agents understand the world. #RSS3 #MCP #AI #AgentInfrastructure #Web3"  
[X Link](https://x.com/WeiClara22607/status/2009470966955692522)  2026-01-09T03:43Z [--] followers, [--] engagements


"MCP RSS3 Without a unified information layer MCP becomes fragmented data stitching. #RSS3 #OpenInformation #AIagents #Web3 #DataLayer"  
[X Link](https://x.com/WeiClara22607/status/2009530746546081867)  2026-01-09T07:40Z [--] followers, [--] engagements


"MCP Agent USB RSS3 Think of MCP as USB for agents. RSS3 provides stable power and standardized signals. #RSS3 #MCP #AIinfra #Web3 #Agents"  
[X Link](https://x.com/WeiClara22607/status/2009834140825473371)  2026-01-10T03:46Z [--] followers, [--] engagements


"Agent  Agent  Agent Execution understanding. The real bottleneck is whether agents have a verifiable shared view of the world. #RSS3 #Infra #MCP #AIAgents #Web3Architecture"  
[X Link](https://x.com/WeiClara22607/status/2013280189447385094)  2026-01-19T15:59Z [--] followers, [--] engagements


"Humans leaving the execution loop doesnt mean losing control it means shifting to rules and oversight. #RSS3 #AIAgents #Automation #Web3"  
[X Link](https://x.com/WeiClara22607/status/2013457771975311734)  2026-01-20T03:45Z [--] followers, [--] engagements


"Agent  Agents fed by filtered platforms turn prediction markets into bias machines. #RSS3 #PredictionMarkets #AI"  
[X Link](https://x.com/WeiClara22607/status/2013499779456852330)  2026-01-20T06:32Z [--] followers, [--] engagements


"RSS3 RSS3 doesnt make decisions or trades it provides the world input layer. #RSS3 #Infra #AIAgents"  
[X Link](https://x.com/WeiClara22607/status/2013520248675164457)  2026-01-20T07:53Z [--] followers, [--] engagements


"Agent Agent apps without shared context just create new systemic risks. #RSS3 #Web3 #AI"  
[X Link](https://x.com/WeiClara22607/status/2013553686975336886)  2026-01-20T10:06Z [--] followers, [--] engagements


"Agent    Real agents start with workflows: subscribe parse decide. Intelligence comes later. #RSS3 #AgentWorkflow #AIengineering #SOP"  
[X Link](https://x.com/WeiClara22607/status/2013842800358412460)  2026-01-21T05:15Z [--] followers, [--] engagements


"AgentData  Its not about scraping more sites. Its about feeding decisions directly. #RSS3 #AgentData #EventDriven #AIinfra"  
[X Link](https://x.com/WeiClara22607/status/2013859000060719124)  2026-01-21T06:19Z [--] followers, [--] engagements


"5 polling Agent  Polling every [--] minutes turns agents into question machines not reasoning systems. #RSS3 #Streaming #AIagents #DevTips"  
[X Link](https://x.com/WeiClara22607/status/2013896740877828238)  2026-01-21T08:49Z [--] followers, [--] engagements


"Implementation guide  An implementation guide means: this is built to be used not just read. #RSS3 #AgentData #DevGuide #AItools"  
[X Link](https://x.com/WeiClara22607/status/2013945515126198353)  2026-01-21T12:03Z [--] followers, [--] engagements


"Agent When queries return structured objects agents can finally act. #RSS3 #MCP #AIagents #StructuredData"  
[X Link](https://x.com/WeiClara22607/status/2014161822564159604)  2026-01-22T02:22Z [--] followers, [--] engagements


"Agent Text-only outputs force agents to re-interpret. #RSS3 #StructuredOutput #AIagents"  
[X Link](https://x.com/WeiClara22607/status/2014187380815577328)  2026-01-22T04:04Z [--] followers, [--] engagements


"Polling = Streaming = Polling checks. Streaming reacts. #RSS3 #Streaming #AgentData"  
[X Link](https://x.com/WeiClara22607/status/2014241588944207918)  2026-01-22T07:39Z [--] followers, [--] engagements


"= Agent / / Structured outputs enable action. #RSS3 #AIengineering #Agents"  
[X Link](https://x.com/WeiClara22607/status/2014567161814253604)  2026-01-23T05:13Z [--] followers, [--] engagements


"👉 How to start Why it matters. #RSS3 #ContentOps #AIcreators"  
[X Link](https://x.com/WeiClara22607/status/2014603043623543081)  2026-01-23T07:36Z [--] followers, [--] engagements


"7  [--] Consistency beats virality. #RSS3 #XGrowth #BuildInPublic"  
[X Link](https://x.com/WeiClara22607/status/2014938237337534534)  2026-01-24T05:48Z [--] followers, [--] engagements


"AgentData MCP Decision Events Queries Decisions. #RSS3 #AIpipeline"  
[X Link](https://x.com/WeiClara22607/status/2014965380624576595)  2026-01-24T07:35Z [--] followers, [--] engagements


"Content is a system too. #RSS3 #CreatorSystems #AIcontent"  
[X Link](https://x.com/WeiClara22607/status/2015008572438884626)  2026-01-24T10:27Z [--] followers, [--] engagements


"Agent demo If the world isnt expressed as events agents remain demos. #AIAgent #RSS3 #SystemReality"  
[X Link](https://x.com/WeiClara22607/status/2015045750833525015)  2026-01-24T12:55Z [--] followers, [--] engagements


"Content platforms fight for attention. Event layers fight for the future. #RSS3 #InfraShift #AgentEra"  
[X Link](https://x.com/WeiClara22607/status/2015282285508276225)  2026-01-25T04:35Z [--] followers, [--] engagements


"Agent  Before reasoning agents need sequences of state changes not text. #AgentSystems #RSS3 #EventModel"  
[X Link](https://x.com/WeiClara22607/status/2015381798134370755)  2026-01-25T11:10Z [--] followers, [--] engagements


"An event surface answers how the world becomes machine-perceivable. #EventSurface #AgentDesign #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2015405023300088119)  2026-01-25T12:42Z [--] followers, [--] engagements


"AgentData  AgentData reduces friction between perception and reasoning layers. #AIAgent #RSS3 #SystemPipeline"  
[X Link](https://x.com/WeiClara22607/status/2015601834954535390)  2026-01-26T01:45Z [--] followers, [--] engagements


"When inputs are event-based reasoning becomes scalable. #EventDriven #RSS3 #AgentInfra"  
[X Link](https://x.com/WeiClara22607/status/2015639653051662500)  2026-01-26T04:15Z [--] followers, [--] engagements


"Agent Real-time data without event semantics is still noise to agents. #AgentData #RSS3 #InfraThinking"  
[X Link](https://x.com/WeiClara22607/status/2015673850499903874)  2026-01-26T06:31Z [--] followers, [--] engagements


"Agent   + Unstable agents bad models. Its usually broken data flow. #AIEngineering #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2015742881483366726)  2026-01-26T11:05Z [--] followers, [--] engagements


"AgentData  AgentData isnt about more data. Its about continuous supply. #AgentData #AIInfra #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2015974681187058015)  2026-01-27T02:26Z [--] followers, [--] engagements


"MCP API Agent MCP isnt just an API. Its how agents keep querying the same world. #MCP #ContextEngineering #Rss3"  
[X Link](https://x.com/WeiClara22607/status/2016012519698317355)  2026-01-27T04:56Z [--] followers, [--] engagements


"3  / / Research isnt search. Its [--] variables: Object / Time window / Evidence. #RSS3 #ResearchAgent #Web3"  
[X Link](https://x.com/WeiClara22607/status/2016050009473696057)  2026-01-27T07:25Z [--] followers, [--] engagements


"Usable risk control doesnt scream danger. It reconstructs anomalies as event chains. #RSS3 #RiskControl #Onchain"  
[X Link](https://x.com/WeiClara22607/status/2016082627820978633)  2026-01-27T09:35Z [--] followers, [--] engagements


"CoinDesk MCP Server prediction markets DeFi agents CoinDesk put it clearly: MCP Server targets prediction markets and DeFi agents. #RSS3 #PredictionMarkets #DeFi"  
[X Link](https://x.com/WeiClara22607/status/2016341801590796739)  2026-01-28T02:45Z [--] followers, [--] engagements


"+ +  Agent When on-chain actions social signals and time windows are queried together thats real agent usage. #RSS3 #Agents #AI"  
[X Link](https://x.com/WeiClara22607/status/2016377346488504421)  2026-01-28T05:06Z [--] followers, [--] engagements


"For these systems theres only one metric: Can the output be reused #RSS3 #AgentWorkflow"  
[X Link](https://x.com/WeiClara22607/status/2016436896671334420)  2026-01-28T09:03Z [--] followers, [--] engagements


"MCP Without an information layer MCP just assembles fragments faster. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2016727760371126723)  2026-01-29T04:19Z [--] followers, [--] engagements


"Agent  The problem isnt access. Its semantic consistency. #RSS3 #AgentData"  
[X Link](https://x.com/WeiClara22607/status/2016767745681973738)  2026-01-29T06:57Z [--] followers, [--] engagements


"Agent Moats are built by being the default world for agents. #RSS3 #AIAgents"  
[X Link](https://x.com/WeiClara22607/status/2017062713822711955)  2026-01-30T02:30Z [--] followers, [--] engagements


"AI  AI isnt dumb. Its just been fed data without context. #AIagents #ContextMatters #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2017097679625498784)  2026-01-30T04:48Z [--] followers, [--] engagements


"Models set the ceiling. Information layers set the direction. #AIInfra #RSS3 #Web3"  
[X Link](https://x.com/WeiClara22607/status/2017141532462370917)  2026-01-30T07:43Z [--] followers, [--] engagements


"Apps fight for attention. Infrastructure fights for irreplacability. #Infrastructure #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2017174958493884686)  2026-01-30T09:56Z [--] followers, [--] engagements


"The strongest moat is often what you chose not to build. #LongTermValue #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2017459476832375190)  2026-01-31T04:46Z [--] followers, [--] engagements


"AgentData = MCP = Agent =    demo AgentData feeds. MCP queries. Agent works only with both. #RSS3 #AgentArchitecture"  
[X Link](https://x.com/WeiClara22607/status/2017510534799593573)  2026-01-31T08:09Z [--] followers, [--] engagements


"Agent     Real agent writing isnt opinion-first. Its evidence-first. #RSS3 #ResearchWorkflow"  
[X Link](https://x.com/WeiClara22607/status/2017548258902524142)  2026-01-31T10:39Z [--] followers, [--] engagements


"Agent No queryable context = better hallucinations. #RSS3 #MCP #AIReality"  
[X Link](https://x.com/WeiClara22607/status/2017778354091344192)  2026-02-01T01:53Z [--] followers, [--] engagements


"Streaming solves change. Querying solves doubt. #RSS3 #AgentData #Observability"  
[X Link](https://x.com/WeiClara22607/status/2017837120899948652)  2026-02-01T05:47Z [--] followers, [--] engagements


"Agent KPI  Agent KPI speed. Its replayability. #RSS3 #AIagents #Research"  
[X Link](https://x.com/WeiClara22607/status/2017870642545127489)  2026-02-01T08:00Z [--] followers, [--] engagements


"AI More information useful information. In the AI era only structured info compounds. #RSS3 #AIready"  
[X Link](https://x.com/WeiClara22607/status/2017910370845745532)  2026-02-01T10:38Z [--] followers, [--] engagements


"Web  The web isnt broken because its closed but because its unstructured. #RSS3 #OpenInformation"  
[X Link](https://x.com/WeiClara22607/status/2018154044741632356)  2026-02-02T02:46Z [--] followers, [--] engagements


"RSS3  RSS3 turns messy reality into machine-reasoning context. #RSS3 #ContextMatters"  
[X Link](https://x.com/WeiClara22607/status/2018195110672970034)  2026-02-02T05:29Z [--] followers, [--] engagements


"Agent  Agents dont need emotions. They need reliable structure. #RSS3 #AIagents"  
[X Link](https://x.com/WeiClara22607/status/2018254286849777898)  2026-02-02T09:24Z [--] followers, [--] engagements


"One of the most valuable skills ahead: making sense of the world. #RSS3 #FutureSkills"  
[X Link](https://x.com/WeiClara22607/status/2018289611298996680)  2026-02-02T11:45Z [--] followers, [--] engagements


"RSS3  #RSS3 #OpenInformation"  
[X Link](https://x.com/WeiClara22607/status/2018525247096721917)  2026-02-03T03:21Z [--] followers, [--] engagements


"Open Reliable RSS3 #RSS3 #DataReliability"  
[X Link](https://x.com/WeiClara22607/status/2018572248416940253)  2026-02-03T06:28Z [--] followers, [--] engagements


"Agent  #RSS3 #AgentData"  
[X Link](https://x.com/WeiClara22607/status/2018607009302540492)  2026-02-03T08:46Z [--] followers, [--] engagements


"hallucinate #RSS3 #AIInfrastructure"  
[X Link](https://x.com/WeiClara22607/status/2018685913065279523)  2026-02-03T14:00Z [--] followers, [--] engagements


"#RSS3 #Web3Infra"  
[X Link](https://x.com/WeiClara22607/status/2018859599118700611)  2026-02-04T01:30Z [--] followers, [--] engagements


"AgentData event-driven    RSS3 Agent AgentData follows a clean event-driven pattern: subscribe parse consume. Agents shouldnt orbit databases. #RSS3 #EventDriven #AIAgent"  
[X Link](https://x.com/WeiClara22607/status/2018898654812119380)  2026-02-04T04:05Z [--] followers, [--] engagements


"Agent  If your agent reacts slowly its often not the modelits the input. #RSS3 #AgentData #RealtimeData"  
[X Link](https://x.com/WeiClara22607/status/2018987712909377968)  2026-02-04T09:59Z [--] followers, [--] engagements


"parse events JSON  Agent Parsing events isnt JSON cleanup. Its semantic compression for agent reasoning. #RSS3 #AIArchitecture"  
[X Link](https://x.com/WeiClara22607/status/2019237428503146727)  2026-02-05T02:31Z [--] followers, [--] engagements


"RSS3  RSS3 doesnt ask you to rebuild just to connect the right stream at the right point. #RSS3 #InfraDesign"  
[X Link](https://x.com/WeiClara22607/status/2019268347615944867)  2026-02-05T04:34Z [--] followers, [--] engagements


"Agent  prompt Agent capability is capped more by input structure than by prompts. #RSS3 #AgentDesign #AIInfra"  
[X Link](https://x.com/WeiClara22607/status/2019314546541048188)  2026-02-05T07:37Z [--] followers, [--] engagements


"Think without seeing  Agent   Think without seeing isnt rhetoric. Its a diagnosis of current agent architecture. The missing piece is continuous external data not more parameters. #RSS3 #AgentData"  
[X Link](https://x.com/WeiClara22607/status/2019402985567318086)  2026-02-05T13:29Z [--] followers, [--] engagements


"AgentData Models handle reasoning. Information layers handle reality. AgentData focuses on the latter. #AIInfrastructure #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2019581882262790331)  2026-02-06T01:20Z [--] followers, [--] engagements


"Agent  Without persistent context agent intelligence is always momentary. This isnt a model problem its a data structure problem. #AgentData #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2019615300149473744)  2026-02-06T03:33Z [--] followers, [--] engagements


"Agent pipeline     A real agent pipeline: observe update context decide act. Most systems only cover the middle. #AIAgents #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2019649200544530726)  2026-02-06T05:47Z [--] followers, [--] engagements


"AgentData  AgentData doesnt make models smarter it aligns decisions with real-time reality. #OpenInformation #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2019698389953458459)  2026-02-06T09:03Z [--] followers, [--] engagements


"Coverage  Coverage = Agent Coverage more data Coverage = what the agent can actually see #RSS3 #AgentDesign"  
[X Link](https://x.com/WeiClara22607/status/2019972635619389612)  2026-02-07T03:13Z [--] followers, [--] engagements


"Capabilities without coverage are unverifiable by design. #RSS3 #TechCredibility"  
[X Link](https://x.com/WeiClara22607/status/2020011470893814218)  2026-02-07T05:47Z [--] followers, [--] engagements


"AgentData  AgentData doesnt fix lack of info. It fixes unusable unstructured info. #RSS3 #AgentData"  
[X Link](https://x.com/WeiClara22607/status/2020056762767012114)  2026-02-07T08:47Z [--] followers, [--] engagements


"Saying what you dont do is often the most professional move. #RSS3 #InfraMindset"  
[X Link](https://x.com/WeiClara22607/status/2020112911004262494)  2026-02-07T12:30Z [--] followers, [--] engagements


"Agent  Agents dont fear slowness. They fear false context. #RSS3 #AgentDesign"  
[X Link](https://x.com/WeiClara22607/status/2020296628746530819)  2026-02-08T00:40Z [--] followers, [--] engagements


"MCP AI  RSS3 MCP isnt about better questions. Its about better understanding. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2020376661599088998)  2026-02-08T05:58Z [--] followers, [--] engagements


"Hype shows attention. Context determines trust. #RSS3 #Context"  
[X Link](https://x.com/WeiClara22607/status/2020417231549763857)  2026-02-08T08:39Z [--] followers, [--] engagements


"open data Agent RSS3  Unstructured data = noise. RSS3 turns it into events. #RSS3 #OpenInfo"  
[X Link](https://x.com/WeiClara22607/status/2020500125983137817)  2026-02-08T14:09Z [--] followers, [--] engagements


"RSS3 structure structure Features get copied. Structure doesnt. #RSS3 #InfraThinking"  
[X Link](https://x.com/WeiClara22607/status/2020759803732328681)  2026-02-09T07:20Z [--] followers, [--] engagements


"AI  The next AI leap is about information layers. #RSS3 #AIFoundation"  
[X Link](https://x.com/WeiClara22607/status/2020806190381318564)  2026-02-09T10:25Z [--] followers, [--] engagements


"CoinDesk tells what happened. RSS3 MCP explains why it matters. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2020843109652025785)  2026-02-09T12:51Z [--] followers, [--] engagements


"Links are for humans. Evidence is for agents. MCP draws the line. #AIagents #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2021000847963140303)  2026-02-09T23:18Z [--] followers, [--] engagements


"AI searching the web is overrated. AI querying structured evidence isnt. #MCP #OpenInformation #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2021100435143262285)  2026-02-10T05:54Z [--] followers, [--] engagements


"Infrastructure is invisible until workflows depend on it. #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2021143832868552812)  2026-02-10T08:46Z [--] followers, [--] engagements


"If outputs cant be verified they cant be trusted or automated. #RSS3 #AIinfra"  
[X Link](https://x.com/WeiClara22607/status/2021209967508746330)  2026-02-10T13:09Z [--] followers, [--] engagements


"npx mcp-server-rss3 MCP If MCP runs it explains itself. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2021392308323963319)  2026-02-11T01:14Z [--] followers, [--] engagements


"0 No runtime = no truth. #RSS3 #DevTruth"  
[X Link](https://x.com/anyuser/status/2021433399102275893)  2026-02-11T03:57Z [--] followers, [--] engagements


"RSS3 MCP  RSS3 doesnt ask you to understand MCP first. It asks: is it worth your time #RSS3 #DeveloperFirst"  
[X Link](https://x.com/WeiClara22607/status/2021482114169045302)  2026-02-11T07:11Z [--] followers, [--] engagements


"RSS3 MCP  RSS3 doesnt ask you to understand MCP first. It asks: is it worth your time #RSS3 #DeveloperFirst"  
[X Link](https://x.com/WeiClara22607/status/2021737368894746868)  2026-02-12T00:05Z [--] followers, [--] engagements


"Infra trust is executed not written. #RSS3 #Infra"  
[X Link](https://x.com/anyuser/status/2021783896812343604)  2026-02-12T03:10Z [--] followers, [--] engagements


"Infra you can exit easily is safer to adopt. #RSS3 #OpenInfra"  
[X Link](https://x.com/anyuser/status/2021848300350321152)  2026-02-12T07:26Z [--] followers, [--] engagements


"You dont need smarter prompts. You need constrained prompts. RSS3 MCP works best when queries include: Object + Window + Evidence. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2021938361221755087)  2026-02-12T13:24Z [--] followers, [--] engagements


"Time window defines freshness. Evidence source defines credibility. Object defines direction. Remove one and the answer drifts. #Web3Research #AIData #Rss3"  
[X Link](https://x.com/WeiClara22607/status/2022161011604951222)  2026-02-13T04:08Z [--] followers, [--] engagements


"On-chain social open info. Different evidence layers serve different analytical purposes. Specify the layer. Control the narrative drift. #AIInfrastructure #Rss3"  
[X Link](https://x.com/anyuser/status/2022220681409380449)  2026-02-13T08:05Z [--] followers, [--] engagements


"AI Agents fail not because they lack intelligence. They fail because the world they observe is inconsistent. RSS3 standardizes open events into structured schemas. Consistency enables reasoning. Agent RSS3 #RSS3 #Agent"  
[X Link](https://x.com/anyuser/status/2022578227659837922)  2026-02-14T07:46Z [--] followers, [--] engagements


"Observability answers three questions: 1.What happened 2.When did it happen 3.Can it be verified If any of these fail automation fails. RSS3 is built around event + timestamp + source. #RSS3 #Web3"  
[X Link](https://x.com/anyuser/status/2022618931660493294)  2026-02-14T10:28Z [--] followers, [--] engagements


"Without structured event indexing open data becomes noise. RSS3s normalization layer turns noise into comparable signals. Signal volume.  #RSS3 #OpenData"  
[X Link](https://x.com/anyuser/status/2022650677244399624)  2026-02-14T12:34Z [--] followers, [--] engagements


"Object + Window + Evidence. Simple. Repeatable. Scalable. This is how you turn MCP into a research engine.  #RSS3 #AgentData"  
[X Link](https://x.com/anyuser/status/2022457799838699693)  2026-02-13T23:48Z [--] followers, [--] engagements


"RSS3 cross-context indexing AI needs context diversity not narrative monopoly. #RSS3 #AgentData #MultiSource"  
[X Link](https://x.com/WeiClara22607/status/2022951490219118639)  2026-02-15T08:29Z [--] followers, [--] engagements


"=  = RSS3  Structure determines transparency. #RSS3 #OpenProtocol #Web3Infra"  
[X Link](https://x.com/anyuser/status/2023209096263221719)  2026-02-16T01:33Z [--] followers, [--] engagements


"RSS3 cross-context indexing AI needs context diversity not narrative monopoly. #RSS3 #AgentData #MultiSource"  
[X Link](https://x.com/WeiClara22607/status/2022951490219118639)  2026-02-15T08:29Z [--] followers, [--] engagements


"No comparison = No correction. RSS3  #RSS3 #DataStructure #OpenWeb"  
[X Link](https://x.com/anyuser/status/2022914236629000480)  2026-02-15T06:01Z [--] followers, [--] engagements


"Future infra stack: Compute Model Observability We talk about the first two. RSS3 focuses on the third.  #RSS3 #Observability"  
[X Link](https://x.com/anyuser/status/2022870638285983956)  2026-02-15T03:08Z [--] followers, [--] engagements


"Agents dont interpret vibes. They query state transitions. RSS3 organizes open behaviors into machine-readable transitions. Thats observability in action. Agent #RSS3 #AIInfra"  
[X Link](https://x.com/anyuser/status/2022840306811703485)  2026-02-15T01:08Z [--] followers, [--] engagements


"Without structured event indexing open data becomes noise. RSS3s normalization layer turns noise into comparable signals. Signal volume.  #RSS3 #OpenData"  
[X Link](https://x.com/anyuser/status/2022650677244399624)  2026-02-14T12:34Z [--] followers, [--] engagements


"Observability answers three questions: 1.What happened 2.When did it happen 3.Can it be verified If any of these fail automation fails. RSS3 is built around event + timestamp + source. #RSS3 #Web3"  
[X Link](https://x.com/anyuser/status/2022618931660493294)  2026-02-14T10:28Z [--] followers, [--] engagements


"AI Agents fail not because they lack intelligence. They fail because the world they observe is inconsistent. RSS3 standardizes open events into structured schemas. Consistency enables reasoning. Agent RSS3 #RSS3 #Agent"  
[X Link](https://x.com/anyuser/status/2022578227659837922)  2026-02-14T07:46Z [--] followers, [--] engagements


"Object + Window + Evidence. Simple. Repeatable. Scalable. This is how you turn MCP into a research engine.  #RSS3 #AgentData"  
[X Link](https://x.com/anyuser/status/2022457799838699693)  2026-02-13T23:48Z [--] followers, [--] engagements


"On-chain social open info. Different evidence layers serve different analytical purposes. Specify the layer. Control the narrative drift. #AIInfrastructure #Rss3"  
[X Link](https://x.com/anyuser/status/2022220681409380449)  2026-02-13T08:05Z [--] followers, [--] engagements


"Time window defines freshness. Evidence source defines credibility. Object defines direction. Remove one and the answer drifts. #Web3Research #AIData #Rss3"  
[X Link](https://x.com/WeiClara22607/status/2022161011604951222)  2026-02-13T04:08Z [--] followers, [--] engagements


"You dont need smarter prompts. You need constrained prompts. RSS3 MCP works best when queries include: Object + Window + Evidence. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2021938361221755087)  2026-02-12T13:24Z [--] followers, [--] engagements


"Infra you can exit easily is safer to adopt. #RSS3 #OpenInfra"  
[X Link](https://x.com/anyuser/status/2021848300350321152)  2026-02-12T07:26Z [--] followers, [--] engagements


"Infra trust is executed not written. #RSS3 #Infra"  
[X Link](https://x.com/anyuser/status/2021783896812343604)  2026-02-12T03:10Z [--] followers, [--] engagements


"RSS3 MCP  RSS3 doesnt ask you to understand MCP first. It asks: is it worth your time #RSS3 #DeveloperFirst"  
[X Link](https://x.com/WeiClara22607/status/2021737368894746868)  2026-02-12T00:05Z [--] followers, [--] engagements


"RSS3 MCP  RSS3 doesnt ask you to understand MCP first. It asks: is it worth your time #RSS3 #DeveloperFirst"  
[X Link](https://x.com/WeiClara22607/status/2021482114169045302)  2026-02-11T07:11Z [--] followers, [--] engagements


"0 No runtime = no truth. #RSS3 #DevTruth"  
[X Link](https://x.com/anyuser/status/2021433399102275893)  2026-02-11T03:57Z [--] followers, [--] engagements


"npx mcp-server-rss3 MCP If MCP runs it explains itself. #RSS3 #MCP"  
[X Link](https://x.com/WeiClara22607/status/2021392308323963319)  2026-02-11T01:14Z [--] followers, [--] engagements


"If outputs cant be verified they cant be trusted or automated. #RSS3 #AIinfra"  
[X Link](https://x.com/WeiClara22607/status/2021209967508746330)  2026-02-10T13:09Z [--] followers, [--] engagements


"Infrastructure is invisible until workflows depend on it. #RSS3"  
[X Link](https://x.com/WeiClara22607/status/2021143832868552812)  2026-02-10T08:46Z [--] followers, [--] engagements

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