Maha Hanfi (@MahaHanfi) header
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Maha Hanfi

@MahaHanfi

Head of Product & Marketing @ Astera | AI Evangelist and Product Owner | Building the future of agentic data platforms @asterasoftware

 United States
linkedin.com/in/maha-hanfi
Joined May 2024
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Photo by Maha Hanfi (@MahaHanfi)Photo by Maha Hanfi (@MahaHanfi)Photo by Maha Hanfi (@MahaHanfi)
One thing no one tells you about marketing: You’re always choosing between making something better (quality) or shipping something every day (quantity). Both have worked for me! Still not sure which one is the smarter bet.
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We've built something I’m genuinely excited about! You can now create and manage data pipelines using natural language, directly from @claudeai Natural language is becoming a true development interface!
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Build a data model. Generate pipelines. Create mappings. Validate structures. Claude reasons through the logic, and Astera Centerprise executes it. ✅ Watch this!👇
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Maha Hanfi retweeted
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@F18 Dec 2025
What a run for Max Verstappen since the summer break! 👏 An unbroken string of podium finishes at ten of the final ten Grands Prix of the season 🤯 #F1
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Maha Hanfi retweeted
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@F11 Dec 2025
"He can call me Chucky" 😅 Never change, Max! #F1 #QatarGP
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Building AI agents requires the right foundation. Companies investing in the infrastructure today will be the ones scaling fastest tomorrow. linkedin.com/pulse/your-next… #AI #DigitalWorkforce #EnterpriseAI #AIInfrastructure #AIAgents #AgenticAI #BusinessTransformation
Your Next Teammate Won’t Be Hired. It’ll Be Built

Your Next Teammate Won’t Be Hired. It’ll Be Built

AI agents are moving beyond experimental projects. They are becoming operational teammates, entities capable of reasoning, acting, and coordinating across enterprise systems with autonomy and intent.

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Sainz can finally taste a podium again, he deserves it so much! 😭❤️‍🩹 #AzerbaijanGP #F1
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Smooth operator!
Formula 1 (@F1) profile pictureFormula 1
@F121 Sep 2025
Pure joy 🤩 #F1 #AzerbaijanGP @WilliamsRacing
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AI agent adoption stats that surprised me: Avg. planned investment: $114M (up from $89M) 65% running pilots (vs 37% last quarter) Only 11% in full production The gap between “testing” and “deployed” is huge. Most companies are still figuring out how to move from pilot → scale.
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Source: kpmg.com/us/en/media/news/q1…

KPMG AI Quarterly Pulse Survey

The vast majority of leaders (93%) agree that GenAI investments to-date have enhanced their company’s competitive position and are planning to increase investments to nearly $114 million over the...

kpmg.com
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"AI Agent" ≠ Enterprise Agent. If it can’t check all 6 boxes, it’s just a demo. #AI #EnterpriseAI #Agents #AIagent #AgenticAI #BusinessAI #BusinessAutomation
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Collaborative Agents don’t work alone. They need to coordinate, share context, and hand off tasks in multi-agent networks. Collaboration enables complex, distributed workflows that resemble how real teams operate.
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Context. Composability. Tools. Observability. Control. Collaboration. These aren’t features. They’re the foundation of enterprise agents.
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What are Model Context Protocols (MCPs) and How Astera AI Uses Them youtu.be/BJ17mudm1Cg?si=JLOe… via @YouTube #AI #AIAgents #ArtificialIntelligence #MCP #tools
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“My AI never understands me.” “I explain the same background again and again.” “Response quality drops as I switch tools.” These aren’t glitches. It’s poor context management. #AI agents need memory: 🔹Short-term: response 🔹Working: task 🔹Long-term: history Context is key!
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