I train AI models | AI Coder for davidayo.com/ šŸ¤– AI Engineer working for Uber

Joined July 2019
578 Photos and videos
Pinned Tweet
27 Nov 2025
Replying to @moll11y
This Ali right now
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Want to turn your app idea into actual income in 2026? From in-app ads and subscriptions to microtransactions and freemium models — here’s exactly how indie devs are making money from apps right now. Full guide: davidayo.com/app-development… #AppDevelopment #MakeMoneyOnline #IndieDev
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THE 5 LAYERS OF AGENT MEMORY If you're building production AI agents, a single context window isn't enough. Truly autonomous agents require a multi-tiered memory architecture to scale without rotting. The 5 structural layers breaking down stateful AI engineering right now: 1ļøāƒ£ Working Memory – The in-context state bounded by your current session window. 2ļøāƒ£ Episodic Memory – Cross-session, append-only logs queried by vector similarity. 3ļøāƒ£ Semantic Memory – A structured entity store built by async extraction jobs. 4ļøāƒ£ Procedural Memory – A versioned skill registry optimized over past execution episodes. 5ļøāƒ£ Meta-Memory – The offline control plane handling data archiving, deduplication, and decay. We are literally mapping cognitive science architecture directly into the production runtime. Take a look at the runtime pipelines and biological brain analogies: davidayo.com #AIEngineering #LLMs #AIagents #SoftwareArchitecture #BuildInPublic
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95% of non-technical founders waste $20k hiring agencies to build their first MVP. You don’t need a developer or a Computer Science degree to launch a mobile app in 2026. You just need the right entry-level stack. If you're building an app this year, bookmark this cheat sheet: šŸ“± NATIVE APP BUILDERS (No-Code) • Glide — Best for turning spreadsheet data into apps in under 2 hours. • Adalo — Best for direct App Store publishing & pre-built databases. ⚔ THE SCALABLE MIDDLE GROUND (Low-Code) • FlutterFlow — Visual canvas, but exports clean, production-ready Flutter code. (Highly Recommended) • Bubble — Unmatched for complex visual logic and web-to-mobile hybrids. šŸŽØ WIREFRAMING & LOGIC • Figma — Don't write code until your responsive UI prototype is flawless. • Thunkable — Block-based logic for fast visual flowcharts. Stop overcomplicating your tech stack before you have your first 100 users. davidayo.com/app-development… Which tool are you using to validate your product ideas right now? Let's settle the FlutterFlow vs. Bubble debate below. šŸ‘‡
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It really 91 degrees outside
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well well well
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Hey developers, What are you working on this week?
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Building an app for your business? Don't guess your tech stack. šŸ“± Here is a complete guide on how to choose the right mobile app solutions for your growing business—covering scalability, native vs. cross-platform, and budgeting. Read more: davidayo.com/app-development… #AppDevelopment #TechStartup
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Hey Developers, What tools are you most interested in? • SaaS • AI • Automation • Web apps • Tech products • Mobile apps I am looking to implement a new idea tool on davidayo.com #ai #coding #devops
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"We wish you all the best in your job search and future endeavors.ā€ ā€œUnfortunatelyā€ ā€œAfter careful considerationā€
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DavidayoAI retweeted
Replying to @DavidayoAI
Nice
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Cause APIs are expensive #api #coding
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Im about to start making companies depending on my own databases
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Most people think all AI is the same. But here are 4 different levels: 1. LLM Workflows – Basic prompt → response 2. RAG – Adds external knowledge for accuracy 3. AI Agents – Goal-driven, can take actions 4. Agentic AI – Multiple agents working together We’re moving from just generating text to building intelligent AI teams. Curious where you are in this evolution? --- šŸ‘‰ Learn more: davidayo.com/campgrounds/6a1… #AI

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