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Joined September 25, 2026
430 total views

Videos

Ep 41 | Capstone: Ship a RAG + Tools AI App From Idea to Prod (Ep. 41)
6:49
Ep 41 | Capstone: Ship a RAG + Tools AI App From Idea to Prod (Ep. 41)

1 view

10d ago

Ep 40 | AI Support Assistant System Design: The Interview Walkthrough
8:00
Ep 40 | AI Support Assistant System Design: The Interview Walkthrough

2 views

10d ago

Ep 39 | The AI Engineer Role: A Skills Roadmap for Experienced Devs (Ep. 39)
7:24
Ep 39 | The AI Engineer Role: A Skills Roadmap for Experienced Devs (Ep. 39)

0 views

10d ago

Ep 38 | Fine-Tuning Datasets That Don't Lie: Quality, Synthetic Data, Leakage
7:08
Ep 38 | Fine-Tuning Datasets That Don't Lie: Quality, Synthetic Data, Leakage

3 views

10d ago

Ep 37 | LoRA Explained: Fine-Tune Huge Models on a Single GPU
6:41
Ep 37 | LoRA Explained: Fine-Tune Huge Models on a Single GPU

7 views

10d ago

Ep 36 | Fine-Tuning vs RAG vs Prompting: A Decision Guide for Engineers
7:01
Ep 36 | Fine-Tuning vs RAG vs Prompting: A Decision Guide for Engineers

3 views

10d ago

Ep 35 | vLLM vs Ollama: Self-Hosting LLMs and GPU Basics Explained (Ep. 35)
7:49
Ep 35 | vLLM vs Ollama: Self-Hosting LLMs and GPU Basics Explained (Ep. 35)

83 views

10d ago

Ep 34 | Guardrails, PII & Compliance for Enterprise AI (Ep 34)
7:20
Ep 34 | Guardrails, PII & Compliance for Enterprise AI (Ep 34)

5 views

10d ago

Ep 33 | LLM Security Explained: Prompt Injection, Leaks & Jailbreaks
8:12
Ep 33 | LLM Security Explained: Prompt Injection, Leaks & Jailbreaks

6 views

10d ago

Ep 32 | Observability for LLM Apps: Tracing, Logging & Monitoring (Ep. 32)
7:47
Ep 32 | Observability for LLM Apps: Tracing, Logging & Monitoring (Ep. 32)

11 views

12d ago

Ep 31 | Cut LLM Costs 90% Without Killing UX: Caching, Routing, Batching
8:51
Ep 31 | Cut LLM Costs 90% Without Killing UX: Caching, Routing, Batching

4 views

12d ago

Ep 30 | Production LLM Architecture: Gateway, Cache, RAG & Observability Explained
8:20
Ep 30 | Production LLM Architecture: Gateway, Cache, RAG & Observability Explained

9 views

12d ago

Ep 29 | AI-Generated Tests and Code Review: What Actually Works
6:49
Ep 29 | AI-Generated Tests and Code Review: What Actually Works

2 views

12d ago

Ep 28 | AI Legacy Code Modernisation: COBOL & Old Java to Safe Migrations
6:56
Ep 28 | AI Legacy Code Modernisation: COBOL & Old Java to Safe Migrations

11 views

12d ago

Ep 27 | AI Coding Assistants: Real Productivity Gains for Senior Devs (Ep 27)
7:31
Ep 27 | AI Coding Assistants: Real Productivity Gains for Senior Devs (Ep 27)

3 views

12d ago

Ep 26 | Human-in-the-Loop Agents: Approvals and Audit Trails in Banking AI
7:18
Ep 26 | Human-in-the-Loop Agents: Approvals and Audit Trails in Banking AI

3 views

12d ago

Ep 25 | LangGraph vs CrewAI vs OpenAI Agents SDK vs Claude Agent SDK
7:09
Ep 25 | LangGraph vs CrewAI vs OpenAI Agents SDK vs Claude Agent SDK

14 views

12d ago

Ep 24 | Multi-Agent Systems: Supervisor/Worker, Handoffs, and When They're Not Worth It
7:50
Ep 24 | Multi-Agent Systems: Supervisor/Worker, Handoffs, and When They're Not Worth It

10 views

12d ago

Ep 23 | Agent Memory Explained: Short-Term, Long-Term & Knowledge Stores
7:47
Ep 23 | Agent Memory Explained: Short-Term, Long-Term & Knowledge Stores

2 views

2w ago

Ep 22 | Build Your First MCP Server in Python (Real DB Tool, Real Security)
7:43
Ep 22 | Build Your First MCP Server in Python (Real DB Tool, Real Security)

4 views

2w ago

Ep 21 | MCP Explained: How AI Agents Connect to Your Systems
6:15
Ep 21 | MCP Explained: How AI Agents Connect to Your Systems

1 view

2w ago

Ep 20 | Workflows vs Agents: When NOT to Build an Agent (Ep. 20)
7:04
Ep 20 | Workflows vs Agents: When NOT to Build an Agent (Ep. 20)

0 views

2w ago

Ep 19 | Function Calling Explained: How LLMs Actually Use Tools
7:09
Ep 19 | Function Calling Explained: How LLMs Actually Use Tools

16 views

2w ago

Ep 18 | AI Agents Explained: The Plan-Act-Observe Loop (Ep. 18)
7:02
Ep 18 | AI Agents Explained: The Plan-Act-Observe Loop (Ep. 18)

3 views

2w ago

Ep 17 | Stop AI Hallucinations: Grounding, Citations & Refusals in Practice
7:28
Ep 17 | Stop AI Hallucinations: Grounding, Citations & Refusals in Practice

4 views

2w ago

Ep 15 | LLM-as-a-Judge: Automated Evals That Actually Hold Up
7:03
Ep 15 | LLM-as-a-Judge: Automated Evals That Actually Hold Up

12 views

2w ago

Ep 14 | Why Unit Tests Fail LLM Apps: Golden Sets and Evals Explained
6:47
Ep 14 | Why Unit Tests Fail LLM Apps: Golden Sets and Evals Explained

47 views

2w ago

Ep 13 | Why RAG Fails: Debugging Retrieval and Answer Quality
7:41
Ep 13 | Why RAG Fails: Debugging Retrieval and Answer Quality

2 views

2w ago

Ep 12 | RAG Over Confluence AND Your Database: Enterprise Search Done Right
6:36
Ep 12 | RAG Over Confluence AND Your Database: Enterprise Search Done Right

69 views

2w ago

Ep 11 | Hybrid Search + Re-Ranking: The RAG Retrieval Stack That Actually Works
7:21
Ep 11 | Hybrid Search + Re-Ranking: The RAG Retrieval Stack That Actually Works

8 views

2w ago