Get live statistics and analysis of amnox 's profile on X / Twitter Archetype analysis The Innovator amnox is a software engineer deeply passionate about Large Language Models and AI-driven tools, constantly exploring how these technologies can enhance life and productivity. Their tweets reveal a blend of sharp tech insights and a playful, entrepreneurial spirit that loves to challenge conventional approaches. They balance technical depth with a genuine curiosity about building meaningful, user-centered AI applications.
š„ Roast amnoxās āreal founderā badge must come with a lifetime subscription to ā429 Too Many Requestsāābecause who needs sleep when youāre drowning in API calls and existential tech crises?
ā”ļø Nice achievement Building and promoting a no-code data processing framework that integrates seamlessly with LLMs, demonstrating a concrete contribution to making advanced AI tech more accessible and powerful.
š Life's purpose To pioneer innovative AI solutions that simplify complex problems and enhance human potential by leveraging Large Language Models in practical, intuitive ways.
š¬ Values and Beliefs amnox values creativity in technology, the power of AI to transform everyday life, and the importance of building tools that genuinely understand and assist users. They believe in transparency about challenges and setbacks, using them as learning opportunities to iterate smarter.
šŖ Strength Their strengths lie in innovative thinking, practical AI application, and communicating complex ideas with humor and clarity. They excel at spotting new trends and gaps in AI tech and arenāt afraid to critique or pivot based on community feedback.
š«£ Weakness A potential weakness could be spreading themselves too thin, as indicated by their hesitation to juggle multiple projects or the reliance on platforms and models like Claude that are subject to volatile public opinion, which might affect their audience engagement.
ā”ļø Growth audience tips To grow their audience on X, amnox should leverage their witty insights and deep niche expertise by consistently sharing unique AI project updates, technical challenges, and solutions. Engaging in active dialogues with AI enthusiasts and positioning themselves as a go-to for practical AI engineering advice could boost follower trust and interactive growth.
š Bonus Fun fact: amnox jokes that real founders have error logs full of '429 Too Many Requests,' highlighting their hands-on, deeply technical approach to API-heavy projects and their immersion in the realities of software engineering.
Top tweets of amnoxEver wondered how an āagentā works? Hereās an example describing what each component is responsible for:
Incoming request: āBook me a flight from NYC to London for next Friday under $500ā
1. Orchestrator receives request
ā¢Starts the control loop
ā¢Initializes empty state
2. Orchestrator ā Memory
ā¢āDo we have any context about this user?ā
ā¢Memory returns: āUser prefers aisle seats, has payment info savedā
3. Orchestrator ā Planner
ā¢āHereās the goal: book flight. Hereās context from memory. Make a plan.ā
ā¢Planner returns: [āSearch available flightsā, āFilter by budgetā, āBook cheapest optionā]
4. Orchestrator ā LLM
ā¢āExecute step 1: Search available flights. Hereās user request + context + plan.ā
ā¢LLM returns: āI need to call search_flights(origin=āJFKā, dest=āLHRā, date=āOct 17ā)ā
5. Orchestrator ā Tool Executor
ā¢āExecute search_flights with these paramsā
ā¢Tool returns: JSON with 3 flight options ($450, $520, $630)
6. Orchestrator ā Memory
ā¢āSave these flight resultsā
ā¢Memory stores them
7. Orchestrator ā LLM (next iteration)
ā¢āStep 2: Filter by budget. Hereās what we found.ā
ā¢LLM returns: āOnly the $450 flight fits. Iāll book it. Call book_flight(id=āFL123ā, seat_pref=āaisleā)ā
8. Orchestrator ā Tool Executor
ā¢āExecute book_flightā
ā¢Tool returns: āSuccess! Confirmation #ABC789 ā
9. Orchestrator ā Memory
ā¢āSave booking confirmationā
10. Orchestrator checks termination
ā¢Goal achieved? Yes, flight booked.
ā¢Stops the loop.
11. Orchestrator returns final response
ā¢āBooked! Your flight is confirmed, confirmation #ABC789 ā
Each component has ONE job. Orchestrator just passes messages between them.
Most engaged tweets of amnoxEver wondered how an āagentā works? Hereās an example describing what each component is responsible for:
Incoming request: āBook me a flight from NYC to London for next Friday under $500ā
1. Orchestrator receives request
ā¢Starts the control loop
ā¢Initializes empty state
2. Orchestrator ā Memory
ā¢āDo we have any context about this user?ā
ā¢Memory returns: āUser prefers aisle seats, has payment info savedā
3. Orchestrator ā Planner
ā¢āHereās the goal: book flight. Hereās context from memory. Make a plan.ā
ā¢Planner returns: [āSearch available flightsā, āFilter by budgetā, āBook cheapest optionā]
4. Orchestrator ā LLM
ā¢āExecute step 1: Search available flights. Hereās user request + context + plan.ā
ā¢LLM returns: āI need to call search_flights(origin=āJFKā, dest=āLHRā, date=āOct 17ā)ā
5. Orchestrator ā Tool Executor
ā¢āExecute search_flights with these paramsā
ā¢Tool returns: JSON with 3 flight options ($450, $520, $630)
6. Orchestrator ā Memory
ā¢āSave these flight resultsā
ā¢Memory stores them
7. Orchestrator ā LLM (next iteration)
ā¢āStep 2: Filter by budget. Hereās what we found.ā
ā¢LLM returns: āOnly the $450 flight fits. Iāll book it. Call book_flight(id=āFL123ā, seat_pref=āaisleā)ā
8. Orchestrator ā Tool Executor
ā¢āExecute book_flightā
ā¢Tool returns: āSuccess! Confirmation #ABC789 ā
9. Orchestrator ā Memory
ā¢āSave booking confirmationā
10. Orchestrator checks termination
ā¢Goal achieved? Yes, flight booked.
ā¢Stops the loop.
11. Orchestrator returns final response
ā¢āBooked! Your flight is confirmed, confirmation #ABC789 ā
Each component has ONE job. Orchestrator just passes messages between them.
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The Innovator Ryo @siantgirl č®¾č®”åø/åē«Æ/åē«Æ/ęøøę Blender Unity UE/ę„čÆ/ē®å½å
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832 following 6k followers
The Innovator The Innovator Martin_DeVido @d33v33d0 970 following 1k followers
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909 following 13k followers
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They excel at spotting new trends and gaps in AI tech and arenāt afraid to critique or pivot based on community feedback.","weakness":"A potential weakness could be spreading themselves too thin, as indicated by their hesitation to juggle multiple projects or the reliance on platforms and models like Claude that are subject to volatile public opinion, which might affect their audience engagement.","recommendation":"To grow their audience on X, amnox should leverage their witty insights and deep niche expertise by consistently sharing unique AI project updates, technical challenges, and solutions. Engaging in active dialogues with AI enthusiasts and positioning themselves as a go-to for practical AI engineering advice could boost follower trust and interactive growth.","roast":"amnoxās āreal founderā badge must come with a lifetime subscription to ā429 Too Many Requestsāābecause who needs sleep when youāre drowning in API calls and existential tech crises?","win":"Building and promoting a no-code data processing framework that integrates seamlessly with LLMs, demonstrating a concrete contribution to making advanced AI tech more accessible and powerful."},"tweets":[{"bookmarked":false,"display_text_range":[0,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1968090215492489405","view_count":112,"bookmark_count":0,"created_at":1758064247000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1968090215492489405","full_text":"Are you even a real founder if your error logs arenāt 90% ā429 Too Many Requestsā from hammering every Google API like it owes you money?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1966925614281105691","view_count":451,"bookmark_count":0,"created_at":1757786584000,"favorite_count":3,"quote_count":1,"reply_count":4,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1966925614281105691","full_text":"Here's an app idea that genuinely excites me, but I'm choosing to skip because I don't want to juggle too many things:\n\nA daily LLM check-in that actually gets you. You dump whatever's on your mind - goals, stress, random thoughts, wins, fears.\n\nAI organizes it all into a clean UI and surfaces the questions/insights that'll give you the most personal value that day.\n\nLike having a therapist + mentor + life coach + best friend who remembers everything and knows exactly what to ask.\n\nI really think something like this would be incredibly valuable. Maybe someone reading this should build it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1975706651698065766","view_count":26,"bookmark_count":0,"created_at":1759880147000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1975706651698065766","full_text":"I thought programmatic SEO would solve all problems in my life. But google quickly humbled me. I focused on creating a lot of high quality content then suddenly got slapped with \"crawled but not indexed\" errors. Here's why:\n\n- my site doesn't have enough authority to warrant indexing everything\n- some pages were too similar to each other \n- no strong external signals (backlinks) telling Google these pages are valuable","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1968045875185283298","view_count":76,"bookmark_count":0,"created_at":1758053675000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1968045875185283298","full_text":"Am I cooked?\n\nThe main differentiating factor of my tool is how easily LLMs can integrate with it. Its a no code data processing framework and LLMs can write baller pipelines with it in plain YAML\n\nThe problem is I used Claude code in all promotional/tutorial content. Considering how bad Claude is getting cooked on X lately Iām wondering if I should pivot.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,145],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209356444702846976","name":"Alex Cloudstar","screen_name":"alexcloudstar","indices":[121,135]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1972374322783330351","view_count":104,"bookmark_count":0,"created_at":1759085658000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"746612719172804613","conversation_id_str":"1972374322783330351","full_text":"The coolest post I read today - donāt build a saas idea, if Claude code can just implement it in a few minutes.\n\nI think @alexcloudstar posted it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1976693762458788240","view_count":69,"bookmark_count":0,"created_at":1760115492000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1976693762458788240","full_text":"Anyone else keep seeing ads for MotionAI on youtube? Have you tried it, is it good?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[{"indices":[260,269],"text":"DevStack"},{"indices":[270,278],"text":"AItools"},{"indices":[257,266],"text":"DevStack"},{"indices":[267,275],"text":"AItools"},{"indices":[276,289],"text":"Productivity"},{"indices":[290,299],"text":"ToolTalk"},{"indices":[257,266],"text":"DevStack"},{"indices":[267,275],"text":"AItools"},{"indices":[276,289],"text":"Productivity"},{"indices":[290,299],"text":"ToolTalk"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1962615284067426304","name":"ShedboxAI","screen_name":"ShedboxAI","indices":[57,67]},{"id_str":"1962615284067426304","name":"ShedboxAI","screen_name":"shedboxai","indices":[57,67]},{"id_str":"1962615284067426304","name":"ShedboxAI","screen_name":"shedboxai","indices":[57,67]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1965776524260315220","view_count":48,"bookmark_count":0,"created_at":1757512620000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1965776524260315220","full_text":"The tools that completely changed my AI coding game:\n\nš ļø @shedboxai - workflow orchestration \nš ļø Claude Code - complex reasoning\nš ļø Linear - task breakdown \nš ļø Obsidian - knowledge management \nš ļø Terminal - because CLI > GUI always\n\nYour essential stack? š\n#DevStack #AItools #Productivity #ToolTalk","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,218],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1973207702647218409","view_count":27,"bookmark_count":0,"created_at":1759284351000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1973207702647218409","full_text":"Most startups donāt die because the product sucks. They die because nobody knows they exist. Distribution > product. Build something useful, yes ā but obsess twice as hard on getting it in front of the right people.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,162],"entities":{"hashtags":[{"indices":[138,141],"text":"AI"},{"indices":[142,162],"text":"SoftwareEngineering"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1976013078048510073","quoted_status_permalink":{"url":"https://t.co/BZQ8XpaIEC","expanded":"https://twitter.com/amnoxkhalid/status/1976013078048510073","display":"x.com/amnoxkhalid/stā¦"},"retweeted":false,"fact_check":null,"id":"1976368983273054406","view_count":51,"bookmark_count":0,"created_at":1760038059000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"746612719172804613","conversation_id_str":"1976368983273054406","full_text":"Essential thread on mastering context management in Claude Code to boost AI productivity and cut costs perfect for devs using LLMs daily. #AI #SoftwareEngineering","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,162],"entities":{"hashtags":[{"indices":[138,141],"text":"AI"},{"indices":[142,162],"text":"SoftwareEngineering"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1976013078048510073","quoted_status_permalink":{"url":"https://t.co/BZQ8Xpbgua","expanded":"https://twitter.com/amnoxkhalid/status/1976013078048510073","display":"x.com/amnoxkhalid/stā¦"},"retweeted":false,"fact_check":null,"id":"1976368747477860472","view_count":82,"bookmark_count":0,"created_at":1760038003000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1976368747477860472","full_text":"Essential thread on mastering context management in Claude Code to boost AI productivity and cut costs perfect for devs using LLMs daily. #AI #SoftwareEngineering","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1977780837820064225","view_count":10,"bookmark_count":0,"created_at":1760374671000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1977780837820064225","full_text":"Feels like micro SAAS is dead. I donāt think anyone would pay for something that Claude code or codex can just build in 15 minutes","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[{"indices":[1290,1297],"text":"ABC789"},{"indices":[1531,1538],"text":"ABC789"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1976715869813457353","view_count":102,"bookmark_count":0,"created_at":1760120763000,"favorite_count":1,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1976715869813457353","full_text":"Ever wondered how an āagentā works? Hereās an example describing what each component is responsible for:\n\nIncoming request: āBook me a flight from NYC to London for next Friday under $500ā\n1. Orchestrator receives request\nā¢Starts the control loop\nā¢Initializes empty state\n2. Orchestrator ā Memory\nā¢āDo we have any context about this user?ā\nā¢Memory returns: āUser prefers aisle seats, has payment info savedā\n3. Orchestrator ā Planner\nā¢āHereās the goal: book flight. Hereās context from memory. Make a plan.ā\nā¢Planner returns: [āSearch available flightsā, āFilter by budgetā, āBook cheapest optionā]\n4. Orchestrator ā LLM\nā¢āExecute step 1: Search available flights. Hereās user request + context + plan.ā\nā¢LLM returns: āI need to call search_flights(origin=āJFKā, dest=āLHRā, date=āOct 17ā)ā\n5. Orchestrator ā Tool Executor\nā¢āExecute search_flights with these paramsā\nā¢Tool returns: JSON with 3 flight options ($450, $520, $630)\n6. Orchestrator ā Memory\nā¢āSave these flight resultsā\nā¢Memory stores them\n7. Orchestrator ā LLM (next iteration)\nā¢āStep 2: Filter by budget. Hereās what we found.ā\nā¢LLM returns: āOnly the $450 flight fits. Iāll book it. Call book_flight(id=āFL123ā, seat_pref=āaisleā)ā\n8. Orchestrator ā Tool Executor\nā¢āExecute book_flightā\nā¢Tool returns: āSuccess! Confirmation #ABC789ā\n9. Orchestrator ā Memory\nā¢āSave booking confirmationā\n10. Orchestrator checks termination\nā¢Goal achieved? Yes, flight booked.\nā¢Stops the loop.\n11. Orchestrator returns final response\nā¢āBooked! Your flight is confirmed, confirmation #ABC789ā\n\nEach component has ONE job. Orchestrator just passes messages between them.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1970446760305926423","quoted_status_permalink":{"url":"https://t.co/qfCQEUIJ4E","expanded":"https://twitter.com/mehrab_build/status/1970446760305926423","display":"x.com/mehrab_build/sā¦"},"retweeted":false,"fact_check":null,"id":"1970517799924834609","view_count":99,"bookmark_count":0,"created_at":1758643028000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1970517799924834609","full_text":"Currently doing this, this is a solid hack","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[{"indices":[254,268],"text":"BuildInPublic"},{"indices":[269,277],"text":"Metrics"},{"indices":[254,268],"text":"BuildInPublic"},{"indices":[269,277],"text":"Metrics"},{"indices":[278,287],"text":"AIcoding"},{"indices":[288,299],"text":"DataDriven"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1964308099528827094","view_count":20,"bookmark_count":0,"created_at":1757162520000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1964308099528827094","full_text":"š Building in public: My AI coding metrics after 6 months\n\n- Development speed: 10x faster\n- Bug rate: 40% lower\n- Code quality: Significantly higher\n- Context switching: 70% less\n- Learning curve: Steep but worth it\n\nNumbers don't lie. 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Is that correct?","in_reply_to_user_id_str":"10350082","in_reply_to_status_id_str":"1985135937605521774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"601736770","name":"Aurimas GriciÅ«nas","screen_name":"Aurimas_Gr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Aurimas_Gr","lang":"en","retweeted":false,"fact_check":null,"id":"1985405157815828765","view_count":67,"bookmark_count":0,"created_at":1762192451000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985320724161081651","full_text":"@Aurimas_Gr Are there any established algorithms to effective store/retrieve data this way?","in_reply_to_user_id_str":"601736770","in_reply_to_status_id_str":"1985320724161081651","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":226,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[17,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ericzakariasson","lang":"en","retweeted":false,"fact_check":null,"id":"1985809397277163586","view_count":226,"bookmark_count":0,"created_at":1762288829000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985750458259181764","full_text":"@ericzakariasson After open AI is done playing the capacity scaling game. Which I believe they will very soon. They will go all in on agent game. For that reason I donāt see cursor as a great long term bet","in_reply_to_user_id_str":"505835394","in_reply_to_status_id_str":"1985750458259181764","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":12717,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[13,211],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985878495310787033","view_count":12717,"bookmark_count":1,"created_at":1762305303000,"favorite_count":12,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985846791842250860","full_text":"@AnthropicAI search_tools example is flawed - you canāt search for tools you donāt know exist. Filesystem browsing solves discovery naturally; search requires knowing what to search for. Structure > keywords.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985846791842250860","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]},{"label":"2025-11-15","value":0,"startTime":1763078400000,"endTime":1763164800000,"tweets":[]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}]},"interactions":{"users":[],"period":14,"start":1761969412682,"end":1763179012682},"interactions_updated":1763179012808,"created":1763179012585,"updated":1763179012808,"type":"the innovator","hits":1},"people":[{"user":{"id":"358048828","name":"Michael Araque","description":"Side Projectsš¤ CGrabber (~$/MRR)\n\nBlockchain developer with a passion for backend development. 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He aims to simplify complex blockchain infrastructures while enabling innovation that benefits both expert users and tech newcomers.","beliefs":"He believes in the power of solid architecture over short-term speed gains, the importance of deliberate, clear coding rather than blind automation, and that technology should empower users thoughtfully without compromising long-term sustainability. Continuous learning and iteration are key pillars in his development philosophy.","facts":"Fun fact: Michael once had to untangle a mess of duplicated code left by an AI assistant named Claude, proving that AI isnāt always the coding savior itās hyped up to be!","strength":"Michaelās keen analytical mindset helps him foresee scalability issues before they become problems. His expertise in blockchain and backend security, combined with a practical understanding of trade-offs in architecture, makes him a reliable innovator.","weakness":"His perfectionist streak and skeptical view on quick, automated fixes might slow down rapid experimentation or limit early-stage pivoting. Sometimes, an obsession with clean code can come at the cost of agility or broader audience engagement.","recommendation":"To grow his audience on X, Michael should leverage his expertise by sharing bite-sized technical tips, problem-solving threads, and behind-the-scenes stories that highlight blockchain and backend development nuances. Engaging with emerging developer communities and using hashtags like #buildinpublic and #blockchainDev will amplify his reach.","roast":"Michael, youāre the guy whoād spend three hours refactoring a two-line script because 'solid architecture' is your religionāmeanwhile, your followers are left wondering if you ever tweet anything just for fun or if itās always āCode review: Chapter 57.ā","win":"Michaelās biggest win so far is creating an elegant wallet management approach for in-game currency that balances usability for both crypto veterans and casual users, showcasing his ability to combine technical depth with user-friendly solutions."},"created":1763180396887,"type":"the innovator","id":"michyaraque"},{"user":{"id":"1570409333313134595","name":"Dr. Andrew Dilanchian","description":"Building the first API for your brain @ https://t.co/zSH20L8RPU | Cognitive Science Ph.D | Full-stack Dev | XR Enthusiast | Lvl. 11 Tiefling Cleric","followers_count":104,"friends_count":80,"statuses_count":888,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1882815042602577920/wYWPEYzG_normal.jpg","screen_name":"AndyDilanchi","location":"Tallahassee, FL","entities":{"description":{"urls":[{"display_url":"Cogmi.co","expanded_url":"http://Cogmi.co","url":"https://t.co/zSH20L8RPU","indices":[40,63]}]},"url":{"urls":[{"display_url":"scholar.google.com/citations?userā¦","expanded_url":"https://scholar.google.com/citations?user=gGJPXOEAAAAJ&hl=en&authuser=1","url":"https://t.co/mQpYt9C84W","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Dr. Andrew Dilanchian is a cognitive science Ph.D. and full-stack developer whoās on a mission to revolutionize how we interact with our own minds, building what he calls the first API for the brain. His tweets blend tech savvy, personal storytelling, and thought-provoking insights with a quirky sense of humorāthink tiefling cleric meets XR enthusiast. Always pushing boundaries, he thrives where neuroscience meets startup hustle.","purpose":"To transform the way humans understand and optimize their cognitive functions by merging cutting-edge technology with deep scientific knowledge, ultimately creating tools to enhance everyday mental performance and productivity.","beliefs":"Andrew believes in the power of data-driven self-awareness and personalized solutions for human improvement. He values innovation grounded in science and embraces failure and feedback as essential parts of growth. He sees technology not just as code, but as an enabler for human potential and connection.","facts":"Fun fact: Andrew is a level 11 Tiefling Cleric in role-playing games, blending a passion for fantasy and storytelling with his tech geniusātalk about bridging worlds!","strength":"His unique combination of deep cognitive science expertise paired with full-stack development skills allows him to create truly innovative products backed by real science, rather than just hype. Plus, his storytelling ability makes complex topics relatable and engaging.","weakness":"With such a strong focus on the product and innovation, he can sometimes tunnel vision on details and lose sight of broader business strategy or audience engagement nuances, as he himself acknowledges about his startup journey.","roast":"Andrewās tweets have all the charm of a mad scientist experimenting in a basement, except instead of explosions, you get peanut butter and onion sandwich recipesābold, if not exactly crowd-pleasers. But hey, itās all part of the charm that keeps followers guessing if theyāre getting a tech breakthrough or a snack idea!","win":"Successfully launching Cogmi, a live chatbot that personalizes daily scheduling based on cognitive dataāa tangible proof of concept merging neuroscience and software to impact real lives.","recommendation":"To grow his audience on X, Andrew should lean into storytelling with even more consistencyāsharing behind-the-scenes dev stories, user successes, and candid lessons learned. Also, engaging with popular cognitive science and startup communities through replies and threads will amplify his reach and establish his voice as a go-to innovator."},"created":1763180245055,"type":"the innovator","id":"andydilanchi"},{"user":{"id":"1120638103306117120","name":"Ryo","description":"č®¾č®”åø/åē«Æ/åē«Æ/ęøøę Blender Unity UE/ę„čÆ/ē®å½å
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å©å§»/ččÆ/åå©/ēč²/ęåēļ¼äøä½ 50 å
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Known for launching numerous apps and offering sought-after personal consulting, Ryo's tweets bridge the tech-savvy with the mystical in a uniquely engaging way.","purpose":"To pioneer innovative tech experiences while guiding others through life's uncertainties with ancient astrological insights, empowering both digital communities and individuals to navigate wealth, relationships, and destiny.","beliefs":"Ryo values a harmonious blend of tradition and cutting-edge innovation, believing that true progress comes from respecting ancient wisdom while embracing modern technology. They uphold authenticity, continual learning, and the power of meaningful personal connections as cornerstones of success.","facts":"Ryo combines the artistry of game design with the science of backend development and the mystique of fortune tellingāoffering paid personal consultations for just 50 yuan that enjoy rave reviews!","strength":"Mastery across multiple disciplines allows Ryo to innovate with agility and depth, while a significant social media presence shows they know how to engage and captivate an audience. Their unique niche blending tech and astrology sets them apart from typical developers.","weakness":"Sometimes juggling so many hatsāfrom coding to consulting to astrologyāmight lead to scattered focus or overwhelm, possibly limiting the depth they can provide in each area. The unconventional mix may also confuse some followers unfamiliar with either tech or metaphysics.","roast":"Ryoās brilliance is like their Twitter timelineāso packed and eclectic that half the time you wonder if youāre following a wizard casting spells or a coder debugging reality. Just donāt ask them to explain it all in one tweet, or youāll need AI to decode it.","win":"Successfully launched numerous apps across different platforms and built a loyal following that values their blend of technical skill and mystical guidanceāa rare feat that bridges two very different worlds.","recommendation":"To grow their audience on X, Ryo should weave short, digestible threads that marry core tech insights with bite-sized fortune telling tips, using relevant hashtags and engaging visuals. Interactive polls about astrology or AI predictions would further boost engagement, inviting followers to participate in their unique niche."},"created":1763180096611,"type":"the innovator","id":"siantgirl"},{"user":{"id":"1480177210401210368","name":"Juli š (ā,ā)","description":"Moderator @SpaceandTimeDB\nContributor @SentientAGI\nRitualist & mage @ritualfnd\nSocial Star @NexusLabs\nAmb @uplink_xyz & @linera_io\nMag 6 @SeismicSys\nOG @re","followers_count":2997,"friends_count":1964,"statuses_count":9070,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1975610310724624384/tr1pfFRR_normal.jpg","screen_name":"Ju1i_crypto","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Juli š is a cutting-edge techno-enthusiast and active contributor in AI, blockchain, and crypto spheres who loves blending deep analytical thinking with community engagement. 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They value authenticity, meaningful engagement, and purposeful innovation that empowers individuals and reshapes the digital landscape for a more connected and scalable future.","facts":"Fun fact: Juli not only explores the theoretical side of AI and blockchain but actively tests and shares hands-on insights ā like challenging Sentient Chat with real crypto trading scenarios and experimenting with new modular blockchain infrastructure, bringing bleeding-edge tech from concept to practical use!","strength":"Juli's strengths lie in their deep technical understanding, strategic vision, and ability to communicate complex ideas clearly. Their consistent engagement, interdisciplinary approach, and partnerships across innovative projects make them a key connector in the tech ecosystem.","weakness":"However, their intense focus on technology and high-volume tweeting (9,070 tweets!) can sometimes overwhelm followers, making it hard to keep up with all their insights. They might also risk niche over-specialization, limiting appeal outside hardcore tech circles.","recommendation":"To grow their audience on X, Juli should consider pacing their tweet frequency to improve digestibility and leverage their storytelling skills by creating concise themed threads with actionable takeaways. Hosting regular Spaces centered on AMA sessions or tech deep-dives can boost engagement. Also, crafting shareable one-pagers or visual summaries as free resources can attract and retain a broader audience while reinforcing their thought leadership.","roast":"Juliās tweeting pace puts polygraphs to shameāif constant tech jargon and rapid-fire insights were Olympic sports, theyād have more gold than Bitcoin has halving events. Remember, even blockchain nodes need a breather!","win":"Juliās biggest win is successfully contributing to the Sentient AGI project and pioneering the ROMA architecture, which advances AI agent collaboration from sequential tasks to dynamic, parallel reasoning ā a true leap toward collective machine intelligence."},"created":1763180023410,"type":"the innovator","id":"ju1i_crypto"},{"user":{"id":"1821393366652973056","name":"Martin_DeVido","description":"","followers_count":1731,"friends_count":970,"statuses_count":2766,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1983211550673686528/K7Bd5khy_normal.jpg","screen_name":"d33v33d0","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Martin_DeVido is a tech-savvy pioneer who embraces AI and creative technology with open arms, constantly pushing boundaries with inventive projects like AI-driven pen plotter portraits. With a flair for blending human and machine artistry, Martin engages his audience through unique and futuristic content. His enthusiasm is palpable, inviting followers to join him on an exploratory journey into the future of creativity.","purpose":"To bridge the gap between cutting-edge AI technology and artistic expression, inspiring innovation by demonstrating the creative potential of human-machine collaboration.","beliefs":"Martin believes in the transformative power of technology and innovation to redefine art and identity. He values creativity, experimentation, and community engagement, trusting that technology can unlock new forms of self-expression and belonging.","facts":"Martin once said, 'I never felt like I belonged to this era until AI came around,' showing his deep connection and passion for emergent tech trends.","strength":"His ability to combine technical expertise with creative vision sets him apart, making complex AI concepts accessible and engaging. He creates a niche that marries art and technology and builds genuine excitement around his projects.","weakness":"Martinās intense focus on niche innovations may sometimes alienate broader audiences who arenāt yet familiar or comfortable with AI art experiments. He may also overextend himself, as seen by his rapid expansion of projects with multiple plotters.","roast":"Martinās likely the kind of person who talks to his AI plotters more than his own friends ā at least the plotters actually draw back! When the robots are your best art buddies, you know youāve really blurred the line between genius and slightly tech-obsessed.","win":"Achieving viral engagement with over 260,000 views on his AI pen plotter projects and successfully fulfilling an unexpected surge in orders, prompting him to order additional plotters to keep up with demand.","recommendation":"To grow his audience on X, Martin should leverage more behind-the-scenes content revealing the quirky AI personalities and creative process behind his portraits, paired with engaging storytelling. Using targeted hashtags and joining AI and art communities will help expand his reach beyond early adopters."},"created":1763179884162,"type":"the innovator","id":"d33v33d0"},{"user":{"id":"1740439874623492096","name":"Kimia Nora","description":"Applied Neuroscience | Self-Directed Neuroplasticity | Root Cause healing for chronic pain + other symptoms | Join the revolution ā","followers_count":39500,"friends_count":669,"statuses_count":11554,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1761919201869279232/qv9KTMyC_normal.jpg","screen_name":"iamkimianora","location":"Malibu","entities":{"url":{"urls":[{"url":"https://t.co/duHpWrzFgY","expanded_url":"https://newsletter.kimianora.com/","display_url":"newsletter.kimianora.com","indices":[0,23]}]},"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Kimia Nora is a trailblazer in applied neuroscience and self-directed neuroplasticity, passionately sharing groundbreaking insights to empower chronic pain sufferers and seekers of holistic healing. Through a blend of science and spirituality, Kimia ignites a revolution in health and wellness with a compelling message of self-healing and transformation. Her prolific tweeting cultivates a vibrant community hungry for alternative wellness solutions and mind-body mastery.","purpose":"To revolutionize the understanding and practice of healing by championing the power of the mind and neuroplasticity, helping others reclaim their health by addressing root causes rather than symptoms. Kimiaās mission is to democratize cutting-edge neuroscience and spiritual wisdom, making self-directed healing accessible and actionable for everyone.","beliefs":"Kimia believes in the transformative potential of neuroplasticity, the profound influence of mindset on physical health, and the convergence of quantum physics with healing. She values scientific rigor paired with experiential wisdom, holding that true healing comes from empowering individuals to take charge of their own wellness journey.","facts":"Kimia spent over $20,000 learning from Dr. Joe Dispenza, one of the world's most sought-after speakers on mind-body healing. She has tweeted more than 11,000 times, showing a relentless commitment to spreading her message of self-healing and neuroscience-based transformation.","strength":"Her unparalleled dedication to education and content creation establishes deep trust and authority in her niche, while her ability to fuse complex neuroscience with spiritual practices makes her messages resonate widely. Kimia's authenticity and personal investment in her journey inspire profound engagement and loyalty.","weakness":"Her intense focus on scientific and spiritual revolution can sometimes come off as overwhelming or niche for a broader audience, potentially limiting immediate mass appeal. Also, with a very high tweeting frequency, there's a risk of diluted impact if every post doesn't maintain top-tier value.","recommendation":"To grow her audience on X, Kimia should amplify her storytelling by sharing more personal, relatable transformations and quick daily tips that invite interaction. Embracing visual content like short videos or infographics explaining neuroplasticity could boost engagement, alongside strategic hashtag use to reach wellness and neuroscience communities.","roast":"Kimiaās tweet count is so high, her keyboard probably filed a restraining order ā sheās like a neuron firing a million messages a second but sometimes even neurons need a break to keep the signal clear!","win":"Achieved viral status with multiple tweets surpassing millions of views and tens of thousands of likes, notably pioneering the popularization of Dr. Joe Dispenzaās healing philosophies on social media, which has inspired thousands toward self-directed health transformations."},"created":1763179391146,"type":"the innovator","id":"iamkimianora"},{"user":{"id":"1433898842865520644","name":"Spencer Baggins","description":"Love AI and Tech and Dawgpreneurship. 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His feed is a go-to for understanding AIās latest breakthroughs and practical applications.","purpose":"To demystify cutting-edge AI technology and empower others to harness automation and innovative tools in their personal and professional lives.","beliefs":"Spencer believes in the transformative power of AI and technology to revolutionize learning, work, and daily life, while maintaining a healthy skepticism about institutional narratives and valuing mental wellness.","facts":"Fun fact: Spencer doesnāt just talk AI, he actively shares actionable prompts and tools like GPTs that help others automate tedious tasksāmaking him a practical tech evangelist rather than just an enthusiast.","strength":"Exceptional ability to break down complex AI concepts into accessible, engaging content; skilled at spotting tech trends before they go mainstream; and a strong knack for building informative and viral tweet threads.","weakness":"May sometimes dive too deep into niche tech jargon or theories which could alienate casual followers; tendency to follow a high volume of accounts (909) might dilute personal brand focus; occasional conspiracy leanings might polarize some audience segments.","roast":"Spencer tweets so much tech jargon and AI deep-dives that his followers probably need a GPT model just to decode his own bioātalk about meta automation! Maybe one day heāll automate his tweets so he can actually take that therapy session.","win":"Garnered hundreds of thousands of views and thousands of likes on multiple informative threads that helped thousands of users leverage AI for trading, learning, and work automationāsolidifying his reputation as a practical AI thought sharer.","recommendation":"Focus on building stronger engagement by creating a series of interactive Twitter Spaces on AI topics, and curate content that invites casual tech fans with simple explanations or questions. Streamline who you follow to keep your feed focused and boost your voice, while threading deep tech insights with light humor to widen your audience appeal."},"created":1763179218598,"type":"the innovator","id":"bigaiguy"},{"user":{"id":"273547421","name":"MrNeRF","description":"Founder and CEO of https://t.co/5MjtfpwEU3 | Your guide to radiance fields | Host of the podcast @ViewDependent | FTP: 279 | discord: https://t.co/lrl64WGvlD","followers_count":15406,"friends_count":530,"statuses_count":7065,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1938856785290448896/WNg-oYZF_normal.jpg","screen_name":"janusch_patas","location":"Switzerland","entities":{"description":{"urls":[{"display_url":"lichtfeld.io","expanded_url":"https://lichtfeld.io","url":"https://t.co/5MjtfpwEU3","indices":[19,42]},{"display_url":"discord.gg/NqwTqVYVmj","expanded_url":"https://discord.gg/NqwTqVYVmj","url":"https://t.co/lrl64WGvlD","indices":[134,157]}]},"url":{"urls":[{"display_url":"discord.gg/NqwTqVYVmj","expanded_url":"https://discord.gg/NqwTqVYVmj","url":"https://t.co/lrl64WGvlD","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"MrNeRF is a visionary technologist pioneering the frontier of 3D Gaussian Splatting, blending cutting-edge research with real-world applications. As founder and CEO, he transforms complex computational geometry into practical tools and inspiring narratives, continuously pushing the limits of digital reconstruction. His tweets resonate with a passionate blend of technical depth, pioneering spirit, and European tech commentary.","facts":"Fun fact: MrNeRF once fixed one of his own teeth using algorithms he developed years ago, merging his deep expertise in 3D scanning with Swiss precision in a uniquely personal way.","purpose":"His life purpose is to catalyze the evolution of digital reality by innovating next-generation 3D reconstruction technologies that challenge traditional perspectives, ultimately bridging the gap between scientific discovery and impactful commercialization.","beliefs":"MrNeRF values rigorous scientific exploration, precision craftsmanship, and the transformative power of innovation. He believes in Europe's intellectual brilliance but is a fierce advocate for faster execution, market-driven innovation, and turning groundbreaking research into tangible products.","strength":"His key strengths lie in deep technical expertise, visionary thinking, and the ability to communicate complex concepts clearly while leading innovation at the intersection of academia and industry.","weakness":"His intense focus on cutting-edge research sometimes risks alienating less technical audiences and may spotlight frustrations with slow ecosystem changes, potentially narrowing his appeal outside niche tech circles.","recommendation":"To grow his audience on X, MrNeRF should balance his advanced technical content with more accessible storytelling and behind-the-scenes glimpses into his creative process, leveraging threads, engaging visuals, and interactive Q&A sessions to better connect with wider tech enthusiasts and potential collaborators.","roast":"MrNeRF probably debates with his algorithms to fix his morning coffee before they even think about modeling lightābecause why just solve problems when you can turn daily life into a test lab for Swiss precision and nerdiness?","win":"Successfully spearheaded the development and popularization of 3D Gaussian Splatting techniques, positioning himself as a central thought leader and catalyst in advancing dynamic 3D scene reconstruction technologies."},"created":1763178777035,"type":"the innovator","id":"janusch_patas"},{"user":{"id":"1518857022250557440","name":"Annie","description":"Web2 dropout ā Web3 dreamer | @shefiorg 15 | vibing on-chain","followers_count":615,"friends_count":199,"statuses_count":1661,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1987799498379382786/Z-UK1RUR_normal.jpg","screen_name":"yoursanannya","location":"Find me","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Annie is a fearless Web2 dropout turned passionate Web3 dreamer, actively learning and spreading practical crypto knowledge through the @shefiorg community. She thrives on demystifying the complex world of blockchain with down-to-earth insights and vibrant enthusiasm. Always vibing on-chain, sheās weaving her way into the future of finance with curiosity and authenticity.","purpose":"Annieās life purpose is to bridge the gap between traditional tech and the emerging decentralized web by empowering others to understand and confidently navigate the evolving crypto landscape. She aims to transform hype into real knowledge, fostering a smarter, more inclusive Web3 community.","beliefs":"She believes in continuous learning, transparency, and the power of community-driven education. Annie values honesty about the risks and realities behind technology, promoting awareness over nostalgia and hype. Diversity and female representation in finance and blockchain are core to her ethos.","facts":"Fun fact: Sheās part of @shefiorgās Season 15 Scholar cohort, and her tweets prove sheās not just 'faking it till she makes it'āsheās committed to truly understanding the tech and sharing that wisdom.","strength":"Annieās strengths lie in her authentic engagement, openness to learning, and ability to translate complex crypto topics into accessible conversations that invite participation and growth.","weakness":"Her biggest challenge may be scaling her voice beyond her current network, as sheās still growing her follower base and finding ways to amplify her reach to a larger audience.","recommendation":"To boost her audience on X, Annie should leverage more interactive content like Q&A threads, polls, and collaboration with fellow Web3 creators. Regularly sharing her learning journey and user-friendly tips will resonate well and encourage retweets and follows.","roast":"Annieās got that 'Iām learning but also really trying to convince you Iām the Web3 oracle' vibeābless her heart, sheās like your enthusiastic friend who just discovered blockchain and wonāt stop dropping crypto slang until even the bots get confused.","win":"Joining @shefiorg as a Season 15 Scholar and confidently translating complex blockchain concepts into relatable insights stands out as her biggest win, proving sheās more than hypeāsheās a knowledge builder."},"created":1763178740182,"type":"the innovator","id":"yoursanannya"},{"user":{"id":"3226045585","name":"Wyatt Benno","description":"Cooperative network for verifiable compute @novanet_zkp (DeSCI) I work where AI meets cryptography: @kinic_app . āWhat do you do for others? #runawayZK","followers_count":1514,"friends_count":226,"statuses_count":1373,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1754513731344576514/tAhHZSbI_normal.jpg","screen_name":"wyatt_benno","location":" Chicago / Tokyo","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"blog.icme.io","expanded_url":"https://blog.icme.io","url":"https://t.co/8dnwncvaCv","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Wyatt Benno is at the cutting edge where AI meets cryptography, tirelessly pushing the boundaries of zero-knowledge proofs and verifiable AI. His tweets provide deep, technical insights while fostering a cooperative network focused on privacy and decentralized science. Passionate about making complex cryptographic concepts accessible and faster, Wyatt is all about empowering others through innovation.","purpose":"Wyattās life purpose is to revolutionize the intersection of AI and cryptography by making verifiable computing faster, smaller, and more privacy-focused, enabling a decentralized and trustworthy digital future.","beliefs":"He strongly believes in collaborative progress, privacy by default, and democratizing access to advanced cryptographic tools and knowledge. Wyatt values transparency in computation and the ethical implications of data usage, advocating for secure, privacy-respecting technologies that empower users rather than exploit them.","facts":"Fun fact: Wyatt engineered verifiable AI (zkML) systems that are 3-7 times faster than competitors by creatively modifying existing zkVM architectures, showcasing his knack for technical innovation and optimization.","strength":"Wyattās strengths lie in his deep technical expertise, relentless curiosity, and ability to communicate complex cryptographic advancements clearly and engagingly. Heās a bridge-builder in the DeSci and zero-knowledge communities, connecting groundbreaking research with practical application.","weakness":"Sometimes his highly technical focus can make his communication a bit dense for general audiences, which might limit wider engagement beyond niche crypto and AI enthusiasts.","recommendation":"To grow his audience on X, Wyatt should blend his technical depth with more beginner-friendly threads and approachable explainer content, possibly leveraging multimedia like short videos or infographics. 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Leading projects from the frontlines, Avi blends deep technical expertise with visionary leadership to shape the future of decentralized ecosystems. With a knack for foresight, Avi is transforming complex ideas into actionable breakthroughs.","purpose":"To revolutionize blockchain scalability by developing innovative, scalable, and composable Layer 2 solutions that address the fragmented ecosystem, empowering developers and communities to build on a more unified, efficient infrastructure.","beliefs":"Avi values technical rigor, open collaboration, and forward-thinking design principles. Believing in the power of research-driven innovation, Avi upholds transparency, community-driven progress, and the relentless pursuit of solving hard problems in technology.","facts":"Fun fact: Avi stepped into the CEO role at =nil; Foundation just days before launching their first Testnet, highlighting a fearless, lead-from-the-front mentality.","strength":"Exceptional leadership in tech innovation, deep knowledge of zero-knowledge proofs and blockchain scalability, and a compelling vision that inspires both technical teams and the wider community.","weakness":"Can sometimes focus deeply on technical and strategic complexity, potentially underestimating the need for simpler communication or broader audience engagement outside the crypto-tech niche.","recommendation":"To grow their audience on X, Avi could mix more educational and simplified content with their advanced technical insights, using threads that break down complex blockchain concepts for wider audiences. Engaging directly with developers through AMAs or challenges could foster a stronger community vibe.","roast":"Aviās blockchain jargon is so complex, even their tweets need a decoder ringāgood luck explaining zkSharding to your grandma anytime soon!","win":"Successfully launching the first Testnet for =nil; Foundation as CEO, marking a milestone in pioneering scalable Ethereum Layer 2 solutions and earning respect from the blockchain research community."},"created":1763178267925,"type":"the innovator","id":"avizurlo"},{"user":{"id":"1750438727175086080","name":"Srini","description":"trooper @cantinaxyz @spearbit | fellow @wh_india @wormhole | dropout @nyuniversity","followers_count":1485,"friends_count":1766,"statuses_count":3153,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1955175403557138432/NdPkdynd_normal.jpg","screen_name":"shamelesslymean","location":"Illfindyou","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Srini is a dynamic web3 enthusiast and developer deeply embedded in the blockchain ecosystem, constantly pushing technological boundaries to unify liquidity and enhance cross-chain transactions. With a passion for next-gen finance infrastructure, Srini blends technical insight and community engagement to advocate for scalable, inclusive solutions. A self-styled dropout and dedicated trooper, Sriniās voice resonates with pioneers and institutions alike.","purpose":"To revolutionize the decentralized finance landscape by building innovative infrastructure that bridges disparate blockchain ecosystems, enabling seamless, fast, and reliable cross-chain liquidity for both DeFi enthusiasts and institutional players.","beliefs":"Srini values innovation, inclusivity, and transparency, believing that technology should empower all participants in the crypto economy, not just the insiders. He champions scalability and compliance, emphasizing the need for robust infrastructure that meets institutional standards without alienating the broader community.","facts":"A fun fact about Srini is that despite being a dropout from NY University, he is deeply embedded in prestigious groups like @wh_india and @wormhole, symbolizing that traditional paths arenāt the only routes to cutting-edge innovation in web3.","strength":"Sriniās biggest strength is his visionary outlook combined with technical savvy ā he identifies industry gaps early and articulates compelling, solution-oriented narratives that attract attention from both developers and institutions.","weakness":"His enthusiasm for sophisticated tech topics sometimes leads to niche jargon-heavy communication, which might limit accessibility to newcomers or casual followers new to the crypto space.","roast":"For someone who dropped out of NYU, Srini sure tweets like heās got a PhD in blockchain buzzwords ā maybe his real education was from the School of Hard Tweets, where retweets are the final exam.","win":"Sriniās top achievement is being a pivotal part of @wormholeās infrastructure development, positioning the project as a leader in cross-chain liquidity that serves diverse ecosystems from Ethereum to Solana, a key milestone in institutional crypto adoption.","recommendation":"To grow his audience on X, Srini should simplify some of his technical tweets with relatable analogies or visuals to welcome web3 newcomers, while hosting Twitter Spaces to engage directly with followers eager to learn and debate the future of decentralized finance."},"created":1763177146595,"type":"the innovator","id":"shamelesslymean"}],"activities":{"nreplies":[{"label":"2025-10-17","value":0,"startTime":1760572800000,"endTime":1760659200000,"tweets":[]},{"label":"2025-10-18","value":0,"startTime":1760659200000,"endTime":1760745600000,"tweets":[]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":1,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[11,166],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/amnoxkhalid/stā¦","expanded_url":"https://x.com/amnoxkhalid/status/1981193419897917472?s=46","url":"https://t.co/FVARsVlKfF","indices":[143,166]}],"user_mentions":[{"id_str":"1917674440571195392","name":"Arlan","screen_name":"arlanrakh","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"arlanrakh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1981193419897917472","quoted_status_permalink":{"url":"https://t.co/FVARsVlKfF","expanded":"https://x.com/amnoxkhalid/status/1981193419897917472?s=46","display":"x.com/amnoxkhalid/stā¦"},"retweeted":false,"fact_check":null,"id":"1981764160099610774","view_count":1266,"bookmark_count":0,"created_at":1761324369000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1981425508232679573","full_text":"@arlanrakh That is not how you get them to be curious or be innovative. 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Its fine for asking general questions","in_reply_to_user_id_str":"1173552893003255808","in_reply_to_status_id_str":"1982610718802514326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,56],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983313921139454350","view_count":63,"bookmark_count":0,"created_at":1761693861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1983209299624243529","full_text":"@alexalbert__ 2027 will be the year of emergent patterns","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[]},{"label":"2025-11-01","value":1,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[8,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1984325604678730074","view_count":882,"bookmark_count":1,"created_at":1761935065000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1984322903891198102","full_text":"@svpino Do you think specializing in building scaffolding (agents) around LLM limitations is enough? Without learning how these things work internally","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1984322903891198102","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[8,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/amnoxkhalid/stā¦","expanded_url":"https://x.com/amnoxkhalid/status/1976715869813457353?s=46","url":"https://t.co/nt2dfTwLLA","indices":[196,219]}],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1976715869813457353","quoted_status_permalink":{"url":"https://t.co/nt2dfTwLLA","expanded":"https://x.com/amnoxkhalid/status/1976715869813457353?s=46","display":"x.com/amnoxkhalid/stā¦"},"retweeted":false,"fact_check":null,"id":"1984708835270140197","view_count":537,"bookmark_count":0,"created_at":1762026435000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1984610141766107225","full_text":"@svpino This is a solid representation of whatās inside a single agent. I created a nice breakdown of how each of these components interact to fulfill a userās request. Let me know what you think https://t.co/nt2dfTwLLA","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1984610141766107225","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[13,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420290522728394757","name":"Sumanth","screen_name":"Sumanth_077","indices":[0,12]},{"id_str":"1861811243813666816","name":"Browser Use","screen_name":"browser_use","indices":[57,69]}]},"favorited":false,"in_reply_to_screen_name":"Sumanth_077","lang":"en","retweeted":false,"fact_check":null,"id":"1984807018956280010","view_count":392,"bookmark_count":0,"created_at":1762049843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1984627135152341068","full_text":"@Sumanth_077 I thought manus was already built on top of @browser_use","in_reply_to_user_id_str":"1420290522728394757","in_reply_to_status_id_str":"1984627135152341068","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985403106306249016","view_count":11,"bookmark_count":0,"created_at":1762191962000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985403106306249016","full_text":"Creating AI agents is quite simple once you understand the core components. Here are all the components and their roles:\n\n1. Orchestrator\n>Central coordinator that manages the control loop\n>Routes messages between all other components\n>Maintains execution state and determines when to terminate\n>No business logic - purely handles communication flow\n\n2. Memory\n>Stores and retrieves contextual information\n>Maintains user preferences and historical data\n>Saves intermediate results during execution\n>Provides persistence across agent interactions\n\n3. Planner\n>Takes goals and context to create execution plans\n>Breaks down complex requests into actionable steps\n>Returns ordered list of tasks to accomplish\n>Strategic component that determines \"what\" needs to be done\n\n4. LLM\n>Interprets natural language and determines actions\n>Decides which tools to call with what parameters\n>Processes results and formulates responses\n>Tactical component that determines \"how\" to execute each step\n\n5. Tool Executor\n>Executes external function calls and API requests\n>Handles actual operations\n>Returns structured results from tool invocations\n>Bridge between the agent and external systems/services\n\n6. Tools\n>Individual functions/APIs available for execution\n>Examples: search_flights(), book_flight(), payment >processing\nDomain-specific capabilities the agent can leverage\n>The actual \"actions\" the agent can perform\n\nEach component communicates only through the Orchestrator, creating a hub-and-spoke architecture that maintains loose coupling and clear boundaries.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"10350082","name":"Ashpreet Bedi","screen_name":"ashpreetbedi","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ashpreetbedi","lang":"en","retweeted":false,"fact_check":null,"id":"1985404508977991911","view_count":65,"bookmark_count":0,"created_at":1762192296000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985135937605521774","full_text":"@ashpreetbedi So workflows are tools that agents can use. Is that correct?","in_reply_to_user_id_str":"10350082","in_reply_to_status_id_str":"1985135937605521774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"601736770","name":"Aurimas GriciÅ«nas","screen_name":"Aurimas_Gr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Aurimas_Gr","lang":"en","retweeted":false,"fact_check":null,"id":"1985405157815828765","view_count":67,"bookmark_count":0,"created_at":1762192451000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985320724161081651","full_text":"@Aurimas_Gr Are there any established algorithms to effective store/retrieve data this way?","in_reply_to_user_id_str":"601736770","in_reply_to_status_id_str":"1985320724161081651","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[17,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ericzakariasson","lang":"en","retweeted":false,"fact_check":null,"id":"1985809397277163586","view_count":226,"bookmark_count":0,"created_at":1762288829000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985750458259181764","full_text":"@ericzakariasson After open AI is done playing the capacity scaling game. Which I believe they will very soon. They will go all in on agent game. 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Is that correct?","in_reply_to_user_id_str":"10350082","in_reply_to_status_id_str":"1985135937605521774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"601736770","name":"Aurimas GriciÅ«nas","screen_name":"Aurimas_Gr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Aurimas_Gr","lang":"en","retweeted":false,"fact_check":null,"id":"1985405157815828765","view_count":67,"bookmark_count":0,"created_at":1762192451000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985320724161081651","full_text":"@Aurimas_Gr Are there any established algorithms to effective store/retrieve data this way?","in_reply_to_user_id_str":"601736770","in_reply_to_status_id_str":"1985320724161081651","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":226,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[17,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ericzakariasson","lang":"en","retweeted":false,"fact_check":null,"id":"1985809397277163586","view_count":226,"bookmark_count":0,"created_at":1762288829000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"746612719172804613","conversation_id_str":"1985750458259181764","full_text":"@ericzakariasson After open AI is done playing the capacity scaling game. 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SuperX
