Jason's Blog

AI Agent development blog with 28 months production experience. Learn from award-winning projects like MeetSpot and L'Oréal Data Assistant. Weekly insights on intelligent systems and real-world AI applications.

From Zero to Full-Stack: My Chaotic, Beautiful Programming Journey

Two years of late-night debugging, epic fails, and small victories that changed everything

🌟 The Night I Almost Quit (And Why I’m Glad I Didn’t) It was 2:47 AM on a Tuesday in March 2023. I’d been staring at the same error message for six hours straight: TypeError: Cannot read pro...

Hello World - Beginning My Technical Journey

From first line of code to building real-world solutions

🎉 Welcome - Let Me Introduce Myself Hi, I’m Jason! If you’re reading this, you’ve just stumbled upon my corner of the internet where I share everything I’m learning about AI development, ful...

AI Agent Rise and Future: What 28 Months of Building Production Systems Actually Taught Me About the Evolution from Chatbots to Autonomous Intelligence

Real evolution witnessed, market transformation documented, and honest lessons from the chatbot-to-agent paradigm shift across 3,967 production users

🚀 The Day I Realized We Weren’t Building Chatbots Anymore (And Didn’t Know It) January 15th, 2023, 11:42 PM. I was debugging MeetSpot’s recommendation engine when I noticed something odd in ...

SEO Agent Deep Analysis: What $47K and 18 Months of AI-Powered SEO Actually Taught Me

Real experiments, embarrassing failures, and expensive lessons from automating SEO with AI—the truth about AI-generated content and Google's algorithm

🔍 The Day Google Penalized My AI-Generated Content (And I Lost 67% Traffic Overnight) September 18th, 2024, 6:34 AM. I checked Google Analytics over morning coffee and felt my stomach drop. ...

AI Agent Complete Guide: What Building 3 Production Systems from Scratch Actually Taught Me

From $847 API disaster to 91.8% success rate—the complete journey of building real AI Agents that work in production

🏗️ The Day I Realized I Didn’t Understand AI Agents (Despite Building Them for 6 Months) May 23rd, 2024, 2:34 PM. I was reviewing user feedback for MeetSpot when I saw a complaint that stopp...

AI Agent 2025 Breakthrough: What $847/Month in Production Costs Actually Taught Me About Real vs. Hype

18 months of building production AI systems—separating genuine technical progress from marketing noise with real metrics, honest failures, and expensive lessons

💰 The Day I Discovered We Were Burning $847/Month on “Revolutionary” AI (And It Was Only 55% Reliable) March 14th, 2024, 9:23 AM. I was reviewing MeetSpot’s monthly infrastructure costs when...

AI Agent Architecture Deep Dive: What 340+ Days of Production Systems Actually Taught Me About Design Patterns

Real architectural decisions, performance disasters, and the evolution from simple chatbot to production-ready autonomous agents across 3 projects

🏗️ The Day I Rebuilt Our AI Agent Architecture (And Reduced Response Time by 73%) November 12th, 2024, 3:47 AM. I was staring at our monitoring dashboard, watching Enterprise AI Agent’s resp...

AI Agent Reality Check: What 28 Months of Building Production Systems Actually Taught Me

Real wins, embarrassing failures, and expensive lessons from deploying AI Agents to 3,967 users—the unfiltered truth nobody talks about

🤯 The Day My “Intelligent” AI Agent Spent $847 Calling APIs in a Loop March 23rd, 2024, 9:47 AM. My phone buzzed with an alert I’d never seen before: “OpenAI API spending limit exceeded.” I ...

Beyond Chatbots: The Real AI Agent Revolution Nobody's Talking About

From answering questions to executing tasks—what I learned building autonomous agents

🤖 Why This Matters (And Why I’m Skeptical of the Hype) Let me be honest: I’m tired of the AI Agent hype cycle. Every other LinkedIn post claims their chatbot with three API integrations is a...

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