The Applied Economic Architect

@UCZMvtHQKHujVcg_FWVT1xtA - 556 subscribers

The Applied Economic Architect documents my journey as an FDE and Applied AI builder — focused on turning messy business workflows into effective, custom AI systems. This channel shares case studies, system design deep dives, and real project learnings around enterprise AI, internal operations, and value-driven implementation. If you care about applied AI, architecture, and solving real business problems with technology, you’re in the right place.

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Why Programming is the Perfect Wrapper for LLMs

Why Programming is the Perfect Wrapper for LLMs The Applied Economic Architect

31 views - 3 days ago

How to Map Any Real Workflow and Deploy the Right AI Layer

How to Map Any Real Workflow and Deploy the Right AI Layer The Applied Economic Architect

12 views - 6 days ago

How to Read a Business Workflow and Find What AI Should Own

How to Read a Business Workflow and Find What AI Should Own The Applied Economic Architect

21 views - 6 days ago

Five Pillars of AI Engineering

Five Pillars of AI Engineering The Applied Economic Architect

10 views - 1 week ago

AI for Developers: The Workflow That Actually Works

AI for Developers: The Workflow That Actually Works The Applied Economic Architect

11 views - 1 week ago

Most AI Engineers Miss This: What Morgan Stanley Actually Bought

Most AI Engineers Miss This: What Morgan Stanley Actually Bought The Applied Economic Architect

13 views - 3 weeks ago

Why LLMs Can't Do Real-Time Decisions (Two-Tier AI Architecture)

Why LLMs Can't Do Real-Time Decisions (Two-Tier AI Architecture) The Applied Economic Architect

13 views - 3 weeks ago

The "Org Chart" Method for Designing AI Agents

The "Org Chart" Method for Designing AI Agents The Applied Economic Architect

77 views - 1 month ago

Harness Engineering: Why Production AI Agents Are Mostly Code, Not Prompts

Harness Engineering: Why Production AI Agents Are Mostly Code, Not Prompts The Applied Economic Architect

2K views - 1 month ago

Why SaaS is the Wrong Architecture for Agentic AI

Why SaaS is the Wrong Architecture for Agentic AI The Applied Economic Architect

444 views - 1 month ago

Infinite Context is Here: How Recursive Language Models (RLMs) Solve the LLM Memory Problem

Infinite Context is Here: How Recursive Language Models (RLMs) Solve the LLM Memory Problem The Applied Economic Architect

247 views - 1 month ago

The AI Trust Gap: Why Faster Code Is Creating Less Confidence

The AI Trust Gap: Why Faster Code Is Creating Less Confidence The Applied Economic Architect

59 views - 2 months ago

Stop Using LLMs for Everything (The Hybrid Agent + Deterministic Code)

Stop Using LLMs for Everything (The Hybrid Agent + Deterministic Code) The Applied Economic Architect

461 views - 2 months ago

The Domain Driven Design explained

The Domain Driven Design explained The Applied Economic Architect

64 views - 2 months ago

gstack Explained: Gary Tan’s AI Coding Workflow

gstack Explained: Gary Tan’s AI Coding Workflow The Applied Economic Architect

7.6K views - 2 months ago

How AI Agent Memory Actually Works

How AI Agent Memory Actually Works The Applied Economic Architect

139 views - 2 months ago

GenAI vs AI Agents vs Agentic AI — Developers Get This Wrong (Anthropic's Framework)

GenAI vs AI Agents vs Agentic AI — Developers Get This Wrong (Anthropic's Framework) The Applied Economic Architect

85 views - 2 months ago

Karpathy's AutoResearch + DSPy : The Self-Improving AI Stack

Karpathy's AutoResearch + DSPy : The Self-Improving AI Stack The Applied Economic Architect

213 views - 2 months ago

Everything is Context: The New Architecture for Agentic Memory

Everything is Context: The New Architecture for Agentic Memory The Applied Economic Architect

117 views - 2 months ago

LangGraph State Design: The Part Nobody Teaches

LangGraph State Design: The Part Nobody Teaches The Applied Economic Architect

37 views - 2 months ago

5 Patterns That Fix Broken AI Agents (Google ADK)

5 Patterns That Fix Broken AI Agents (Google ADK) The Applied Economic Architect

30 views - 3 months ago

How to Distill a Giant AI into a $0 Local Model

How to Distill a Giant AI into a $0 Local Model The Applied Economic Architect

2.7K views - 3 months ago

(The ADLC) : How to Actually Build an AI Agent in 2026

(The ADLC) : How to Actually Build an AI Agent in 2026 The Applied Economic Architect

274 views - 3 months ago

50 AI Terms You Need to Know in 2026

50 AI Terms You Need to Know in 2026 The Applied Economic Architect

52 views - 3 months ago

The Zero-Cost Voice AI : Kokoro + LiveKit + VoxCPM

The Zero-Cost Voice AI : Kokoro + LiveKit + VoxCPM The Applied Economic Architect

2.3K views - 3 months ago

PageIndex: Reasoning-Based Vectorless RAG Framework

PageIndex: Reasoning-Based Vectorless RAG Framework The Applied Economic Architect

7.2K views - 3 months ago

How to Build Production-Ready AI: The 5-Step Architecture Blueprint

How to Build Production-Ready AI: The 5-Step Architecture Blueprint The Applied Economic Architect

41 views - 3 months ago

How LLMs Actually Call Tools ?

How LLMs Actually Call Tools ? The Applied Economic Architect

256 views - 4 months ago

Transformers Explained: The Architecture That Built ChatGPT

Transformers Explained: The Architecture That Built ChatGPT The Applied Economic Architect

37 views - 4 months ago

Agentic AI from Scratch: LLM + Typed Tools + Concurrency (Go/Rust)

Agentic AI from Scratch: LLM + Typed Tools + Concurrency (Go/Rust) The Applied Economic Architect

46 views - 4 months ago

Stop Serializing Your AI Agents: 137× Speedup with Parallel Execution (LangGraph)

Stop Serializing Your AI Agents: 137× Speedup with Parallel Execution (LangGraph) The Applied Economic Architect

61 views - 4 months ago

Why AI Apps Fail: The HLD/LLD/DSA Framework (Save $190k/Year)

Why AI Apps Fail: The HLD/LLD/DSA Framework (Save $190k/Year) The Applied Economic Architect

270 views - 4 months ago

👁️DeepSeek OCR-2 + 🧠 AI21 SERA-32B + 🗣️ Qwen3-TTS : The $0 Private Employee

👁️DeepSeek OCR-2 + 🧠 AI21 SERA-32B + 🗣️ Qwen3-TTS : The $0 Private Employee The Applied Economic Architect

325 views - 5 months ago

Building Safe AI Agents: The Analyst-Critic Pattern (LangGraph + Python)

Building Safe AI Agents: The Analyst-Critic Pattern (LangGraph + Python) The Applied Economic Architect

39 views - 5 months ago

ElevenLabs: $99/mo vs. Kokoro + VoxCPM: $0 (Better Quality) 🎙️

ElevenLabs: $99/mo vs. Kokoro + VoxCPM: $0 (Better Quality) 🎙️ The Applied Economic Architect

323 views - 5 months ago

70B Models Are Dead. Why 3B-8B is the New Standard (2026).

70B Models Are Dead. Why 3B-8B is the New Standard (2026). The Applied Economic Architect

317 views - 5 months ago

Datadog Steals $10k/mo. SigNoz Does It Free.

Datadog Steals $10k/mo. SigNoz Does It Free. The Applied Economic Architect

160 views - 5 months ago

Vercel is a Bank. Move to Coolify ($5/mo).

Vercel is a Bank. Move to Coolify ($5/mo). The Applied Economic Architect

31 views - 5 months ago

Self-Host OpenWorkers : Ditch Cloudflare's $5k/Mo Bills at 1/100th Cost in 2 Hours 🚀

Self-Host OpenWorkers : Ditch Cloudflare's $5k/Mo Bills at 1/100th Cost in 2 Hours 🚀 The Applied Economic Architect

377 views - 5 months ago

DeepSeek mHC Explained: Why Residual Connections Are Obsolete

DeepSeek mHC Explained: Why Residual Connections Are Obsolete The Applied Economic Architect

257 views - 5 months ago

Jamba vs. Mamba vs. Transformers: Which AI Architecture Wins for Long Context?

Jamba vs. Mamba vs. Transformers: Which AI Architecture Wins for Long Context? The Applied Economic Architect

454 views - 5 months ago

Zero-Shot Power : The AI Cold Start Solution , How Agents Bootstrap Skills

Zero-Shot Power : The AI Cold Start Solution , How Agents Bootstrap Skills The Applied Economic Architect

41 views - 5 months ago

Postgres DiskANN vs. Pinecone: The 96x Cheaper Vector Stack

Postgres DiskANN vs. Pinecone: The 96x Cheaper Vector Stack The Applied Economic Architect

266 views - 6 months ago

DeepSeek, Modal, and Plan Caching : Stop Your Token Burn , The 2025 Agentic AI Stack

DeepSeek, Modal, and Plan Caching : Stop Your Token Burn , The 2025 Agentic AI Stack The Applied Economic Architect

267 views - 6 months ago

Control Theory 101: Why Your AI Agents Keep Crashing

Control Theory 101: Why Your AI Agents Keep Crashing The Applied Economic Architect

31 views - 6 months ago

CUDA vs. The LPU ( groq ) : Nvidia's $20B Panic

CUDA vs. The LPU ( groq ) : Nvidia's $20B Panic The Applied Economic Architect

2.3K views - 6 months ago

(DSPy + Unsloth + Langgraph) : Fine-Tuning vs. Context, How to Build a 'Decision Engine'

(DSPy + Unsloth + Langgraph) : Fine-Tuning vs. Context, How to Build a 'Decision Engine' The Applied Economic Architect

339 views - 6 months ago

MiniMax M2.1: Is Linear Attention Finally Good?

MiniMax M2.1: Is Linear Attention Finally Good? The Applied Economic Architect

12K views - 6 months ago

🚀 Qwen, DeepSeek, & Phi: Stop Using GPT-4 !

🚀 Qwen, DeepSeek, & Phi: Stop Using GPT-4 ! The Applied Economic Architect

55 views - 6 months ago

Docling + LangExtract 🚀 : Unlocking Unstructured Data

Docling + LangExtract 🚀 : Unlocking Unstructured Data The Applied Economic Architect

2.8K views - 6 months ago

GLM-4.7: Evolution and Benchmarks of Z.ai’s Flagship Models

GLM-4.7: Evolution and Benchmarks of Z.ai’s Flagship Models The Applied Economic Architect

165 views - 6 months ago

The LangGraph Blueprint: From Prototype to Production with Complex AI Workflows

The LangGraph Blueprint: From Prototype to Production with Complex AI Workflows The Applied Economic Architect

102 views - 6 months ago

Why "Level 3" Agents (LangGraph) Beat "Level 4" (AutoGen)

Why "Level 3" Agents (LangGraph) Beat "Level 4" (AutoGen) The Applied Economic Architect

18 views - 6 months ago

Don't Send Screenshots to the Cloud: Local 'Computer Use' with Qwen-2.5-VL

Don't Send Screenshots to the Cloud: Local 'Computer Use' with Qwen-2.5-VL The Applied Economic Architect

83 views - 6 months ago

Engineering Production-Grade AI Agents on Google Cloud: The Technical Roadmap 🚀

Engineering Production-Grade AI Agents on Google Cloud: The Technical Roadmap 🚀 The Applied Economic Architect

62 views - 6 months ago

LLM Architecture & Fine-Tuning Explained: Transformers, Unsloth, & LoRA

LLM Architecture & Fine-Tuning Explained: Transformers, Unsloth, & LoRA The Applied Economic Architect

79 views - 6 months ago

The Token Arbitrage: Groq vs. DeepInfra vs. Cerebras vs fireworks (2025 Benchmark)

The Token Arbitrage: Groq vs. DeepInfra vs. Cerebras vs fireworks (2025 Benchmark) The Applied Economic Architect

606 views - 6 months ago

The $0 Copilot: Mistral Vibe CLI + Devstral

The $0 Copilot: Mistral Vibe CLI + Devstral The Applied Economic Architect

690 views - 6 months ago

Why Simple Regex Beats Expensive GPT-4 Classifiers for Max Speed

Why Simple Regex Beats Expensive GPT-4 Classifiers for Max Speed The Applied Economic Architect

13 views - 6 months ago

Transformers.js: Make the User's Laptop Pay for Compute

Transformers.js: Make the User's Laptop Pay for Compute The Applied Economic Architect

172 views - 6 months ago