AI Cast
Episodes
Claude Opus 4.8 Benchmarks, Dynamic Workflows, Pricing
29 May 2026
Contributed by Lukas
In This Episode:What changed between Claude Opus 4.7 and Opus 4.8The full benchmark table for Opus 4.8 vs Opus 4.7 and GPT-5.5How Anthropic's new ...
Building Private AI Models with Open Source LLMs
09 May 2026
Contributed by Lukas
What You'll LearnWhy organizations are increasingly adopting private AI models.How open-source LLMs enable customization, transparency, and cost...
iOS 27 Extensions_ Pick Gemini, Claude, or ChatGPT
07 May 2026
Contributed by Lukas
What you'll learnWhat "Extensions" actually is and how it differs from a model swapWhy this is a much bigger architectural shift than th...
Mastering Edge Function Development
04 May 2026
Contributed by Lukas
What You'll LearnThe fundamentals of edge functions and how they differ from conventional serverless models.How to develop, test, and deploy edge ...
Prompt Engineering Mastery
04 May 2026
Contributed by Lukas
What You’ll LearnThe core principles of prompt engineering and why it matters.How to design, test, and optimize prompts for reliability and accuracy...
Building Robust Data Pipelines
04 May 2026
Contributed by Lukas
What You'll LearnThe core concepts and components of a modern data pipeline.How to design, build, and deploy a robust pipeline using Python.When t...
Integrating Cryptocurrency Platforms
01 Apr 2026
Contributed by Lukas
What You'll LearnThe architecture of cryptocurrency platform integrations.How to choose between different integration models.How to use APIs from ...
Mastering Event Streaming Architecture
01 Apr 2026
Contributed by Lukas
What You’ll LearnThe core principles and architecture of event streaming systems.How event streaming differs from traditional message queues.When to...
Edge Deployment in the Cloud
01 Apr 2026
Contributed by Lukas
What You'll LearnWhat edge deployment means in a cloud-native context.How to architect, deploy, and monitor applications across distributed edge n...
Cybersecurity Fundamentals
30 Mar 2026
Contributed by Lukas
What You'll LearnThe core principles of cybersecurity and why they matter.How to identify and mitigate common threats (phishing, SQL injection...
Securing the Internet of Things
30 Mar 2026
Contributed by Lukas
What You'll LearnHow to design and implement a secure IoT architecture.The role of encryption, authentication, and access control in IoT systems.H...
Programming Paradigms Compared
30 Mar 2026
Contributed by Lukas
What You'll LearnThe core principles behind major programming paradigms.How procedural, object-oriented, and functional programming differ in stru...
Mastering SRE Practices
30 Mar 2026
Contributed by Lukas
What You’ll LearnThe core principles and history of SRE.How to define and measure Service Level Indicators (SLIs) and Service Level Objectives ...
AI Fundamentals Guide
30 Mar 2026
Contributed by Lukas
What You'll LearnThe foundational building blocks of AI and how they interconnect.The difference between AI, Machine Learning, and Deep Learning.K...
The $700B AI Infrastructure Race
30 Mar 2026
Contributed by Lukas
Why $700 Billion? The Forces Driving the SpendThe spending surge is driven by a single reality: demand for AI compute is outstripping supply across ev...
OpenAI Sora Shutdown: AI's Most Expensive Failure
29 Mar 2026
Contributed by Lukas
The Timeline: Six Months from Launch to ShutdownOpenAI first previewed Sora as a research project in February 2024, generating enormous excitement wit...
Google Lyria 3 Pro
29 Mar 2026
Contributed by Lukas
What Is Google Lyria 3 Pro?Google Lyria 3 Pro is an AI music generation model developed by Google DeepMind. It is the successor to Lyria 3, which laun...
Apple's Siri AI Overhaul: The Gemini Deal in 2026
29 Mar 2026
Contributed by Lukas
What You'll LearnWhat Apple's Gemini deal actually includes — the technical scope, financial terms, and privacy architecture.How model dis...
The Custom AI Chip Race in 2026
29 Mar 2026
Contributed by Lukas
What You'll LearnWhy the largest tech companies are investing billions in custom AI chips instead of relying solely on Nvidia.What each major ch...
AI Customer Service Bots
29 Mar 2026
Contributed by Lukas
What You'll LearnHow AI customer service bots actually work — behind the scenes.The pricing models and cost structures of leading platforms.Re...
Mastering Cross-Validation Techniques in 2026
29 Mar 2026
Contributed by Lukas
What You'll LearnThe purpose and mechanics of cross-validationThe differences between cross_val_score, cross_validate, and cross_val_predictHow...
Building Lightning-Fast AI Backends with FastAPI
29 Mar 2026
Contributed by Lukas
What You'll LearnHow FastAPI’s async architecture accelerates AI workloads.How to design, test, and deploy an AI-serving backend using FastAPI.W...
A/B Testing AI Tools
29 Mar 2026
Contributed by Lukas
What You'll LearnHow A/B testing evolved into AI-assisted experimentation.The differences between traditional A/B testing and multi-armed bandit (...
OpenCoder 4.7 Review
29 Mar 2026
Contributed by Lukas
What You'll LearnWhat makes OpenCoder stand out among open-source code LLMs.How it compares to StarCoder2 and CodeLlama in real benchmarks.H...
Prompt Injection Prevention
29 Mar 2026
Contributed by Lukas
What You’ll LearnWhat prompt injection is and why it matters in 2026.How to design resilient prompts and isolate user input safely.How to deploy l...
Mastering iOS Development Fundamentals
29 Mar 2026
Contributed by Lukas
What You'll LearnThe fundamental building blocks of iOS development.How to structure and build apps using Swift and Xcode.Key frameworks (UIKit, S...
Building Sustainable Systems
29 Mar 2026
Contributed by Lukas
What You’ll LearnIn this deep dive, you’ll learn how modern environmental technology stacks integrate data analytics, cloud-native infrastructure,...
Mastering Code Quality
29 Mar 2026
Contributed by Lukas
What You'll LearnIn this long-form guide, we’ll explore how to systematically improve code quality across a software project. You’ll learn:How...
Unsupervised Learning in Smart Homes and Accessible Web
29 Mar 2026
Contributed by Lukas
What You'll LearnWhat unsupervised learning is and how it differs from supervised learning.How it applies to smart homes — from energy optimiz...
Mastering Unity Game Development
29 Mar 2026
Contributed by Lukas
What You’ll LearnThe core architecture of Unity’s engine and scripting model.How to structure scalable game projects for performance and maintaina...
MLOps Fundamentals Guide
29 Mar 2026
Contributed by Lukas
What You'll LearnThe core principles of MLOps and how it extends DevOps for machine learning.How to design an end-to-end ML lifecycle — from...
Building Scalable Systems with Low-Code
29 Mar 2026
Contributed by Lukas
What You'll LearnHow low-code platforms work under the hood and when they make sense.What the Saga pattern is and how it enforces consistency in d...
Mastering Container Orchestration
29 Mar 2026
Contributed by Lukas
What You'll LearnWhat container orchestration is and why it matters in modern infrastructure.Core concepts — clusters, nodes, pods, services, an...
Mastering Agile Methodology Implementation
29 Mar 2026
Contributed by Lukas
What You'll LearnThe core principles and frameworks behind Agile methodology.How to implement Agile in your organization step-by-step.When Agile w...
Building Real-Time, Low-Carbon DApps
29 Mar 2026
Contributed by Lukas
What You’ll LearnHow carbon footprint applies to digital infrastructure.The basics of real-time collaboration and why SSE is a sustainable choice.Ho...
Mastering the Scrum Framework
29 Mar 2026
Contributed by Lukas
What You'll LearnThe core structure and principles of the Scrum framework.How to implement Scrum effectively in software and cross-functional team...
Designing Robust Database Architectures
29 Mar 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss designing robust database architectures in this episode of Nerd Level Tech AI Cast.What You'...
Designing a Modern Observability Platform
29 Mar 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss designing a modern observability platform in this episode of Nerd Level Tech AI Cast.What You’...
Mastering UI Design Principles
19 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering ui design principles in this episode of Nerd Level Tech AI Cast.What You'll LearnT...
Mastering Python Scripting Automation
19 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering python scripting automation in this episode of Nerd Level Tech AI Cast.What You'll...
Complete WCAG Compliance Guide
19 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss complete wcag compliance guide for in this episode of Nerd Level Tech AI Cast.What You'll Le...
Python Tricks for Modern Frontend and Fog Computing
17 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss python tricks for modern frontend and fog computing in this episode of Nerd Level Tech AI Cast.W...
Building a Reliable Logging Infrastructure from Scratch
17 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss building a reliable logging infrastructure from scratch in this episode of Nerd Level Tech AI Ca...
Mastering Python Stress Testing in DevSecOps Pipelines
13 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering python stress testing in devsecops pipelines in this episode of Nerd Level Tech AI Cas...
Mastering CSS Interview Preparation
13 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering css interview preparation in this episode of Nerd Level Tech AI Cast.What You’ll Lea...
Mastering Cloud Native Fundamentals
11 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering cloud native fundamentals in this episode of Nerd Level Tech AI Cast.What You'll L...
Software Architecture Fundamentals
11 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss software architecture fundamentals in this episode of Nerd Level Tech AI Cast.What You’ll Lear...
Backend Architecture Patterns
11 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss backend architecture patterns in this episode of Nerd Level Tech AI Cast.What You'll LearnTh...
Mastering Data Structures
11 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering data structures in this episode of Nerd Level Tech AI Cast.What You’ll LearnThe core...
Backend Architecture Patterns
08 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss backend architecture patterns in this episode of Nerd Level Tech AI Cast.What You'll LearnTh...
Mastering Data Structures
08 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering data structures in this episode of Nerd Level Tech AI Cast.What You’ll LearnThe core...
Infrastructure as Code (IaC) Fundamentals
08 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss infrastructure as code (iac) fundamentals in this episode of Nerd Level Tech AI Cast.What You...
Mastering the macOS Development Environment
07 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering the macos development environment in in this episode of Nerd Level Tech AI Cast.What Y...
Mastering AWS Lambda Development
07 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering aws lambda development in this episode of Nerd Level Tech AI Cast.What You'll Lear...
Blockchain Beyond Crypto
07 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss blockchain beyond crypto in this episode of Nerd Level Tech AI Cast.What You'll LearnThe cor...
Quantum-Resistant Cryptography
03 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss quantum in this episode of Nerd Level Tech AI Cast.What You'll LearnWhy quantum computing br...
IoT Edge Processing
03 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss iot edge processing in this episode of Nerd Level Tech AI Cast.What You'll LearnThe core pri...
Mastering API Versioning
03 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering api versioning in this episode of Nerd Level Tech AI Cast.What You'll LearnWhy API...
Mastering Database Migration Strategies
03 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering database migration strategies in this episode of Nerd Level Tech AI Cast.What You'...
Message Queue Showdown
03 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss message queue showdown in this episode of Nerd Level Tech AI Cast.What You’ll LearnThe core pr...
Mastering Web Performance Metrics
02 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering web performance metrics in this episode of Nerd Level Tech AI Cast.What You'll Lea...
Designing Mobile‑First Progressive Web Apps That Feel Native
02 Jan 2026
Contributed by Lukas
About this episode:Join Alex and Jamie as they discuss designing mobile‑first progressive web apps that feel native in this episode of Nerd Level Te...
Mastering Next.js App Router Patterns for Scalable Web Apps
02 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering next.js app router patterns for scalable web apps in this episode of Nerd Level Tech A...
React Server Components
01 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss react server components in this episode of Nerd Level Tech AI Cast.
Platform Engineering Teams
01 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss platform engineering teams in this episode of Nerd Level Tech AI Cast.
Mastering GitOps Workflow Patterns
01 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering gitops workflow patterns in this episode of Nerd Level Tech AI Cast.
AI Code Review Tools
01 Jan 2026
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss ai code review tools in this episode of Nerd Level Tech AI Cast.
Secrets Management Tools
30 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss secrets management tools in this episode of Nerd Level Tech AI Cast.
Securing the Software Supply Chain
30 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss securing the software supply chain in this episode of Nerd Level Tech AI Cast.
Cutting LLM Costs Without Cutting Corners
30 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss cutting llm costs without cutting corners in this episode of Nerd Level Tech AI Cast.
Choosing the Right Vector Database for AI and Search
27 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss choosing the right vector database for ai and search in this episode of Nerd Level Tech AI Cast....
RAG Optimization Techniques
27 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss rag optimization techniques in this episode of Nerd Level Tech AI Cast.
SQLite
27 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss sqlite in this episode of Nerd Level Tech AI Cast.
Rust Systems Programming
25 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss rust systems programming in this episode of Nerd Level Tech AI Cast.
Docker vs Kubernetes
25 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss docker vs kubernetes in this episode of Nerd Level Tech AI Cast.
Saving Tokens and Optimizing Prompts
25 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss saving tokens and optimizing prompts in this episode of Nerd Level Tech AI Cast.
Mastering AI Prompt Writing
24 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering ai prompt writing in this episode of Nerd Level Tech AI Cast.
Mastering macOS Automation with JavaScript
24 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss mastering macos automation with javascript in this episode of Nerd Level Tech AI Cast.
System Prompts vs User Prompts
24 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss system prompts vs user prompts in this episode of Nerd Level Tech AI Cast.
Becoming a Site Reliability Engineer
23 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss becoming a site reliability engineer in this episode of Nerd Level Tech AI Cast.
SQL vs NoSQL Databases
23 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss sql vs nosql databases in this episode of Nerd Level Tech AI Cast.
Future of LLMs and Fine‑Tuning
23 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss future of llms and fine‑tuning in this episode of Nerd Level Tech AI Cast.
How AI Is Changing the World
16 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss how ai is changing the world in this episode of Nerd Level Tech AI Cast.
How to MLOps
16 Dec 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss how to mlops in this episode of Nerd Level Tech AI Cast.
Mastering Full Stack Development with the MERN Stack
08 Dec 2025
Contributed by Lukas
About this episodeThe MERN stack — MongoDB, Express, React, and Node.js — offers a unified JavaScript development experience across the full ...
Backend Web Development
08 Dec 2025
Contributed by Lukas
About this episodeWhen you tap a “Buy Now” button, stream a movie, or send a message — you’re triggering a network of backend services that pr...
Vibe Coding Effectively
02 Dec 2025
Contributed by Lukas
About this episodeIn psychological terms, this aligns closely with the concept of flow state, first described by psychologist Mihaly Csikszentmihalyi...
Learn Svelte
28 Nov 2025
Contributed by Lukas
About this episodeSvelte isn’t just another JavaScript framework—it’s a compiler. Instead of shipping a large runtime like React or Vue, Svelte...
Mastering Vue.js
27 Nov 2025
Contributed by Lukas
About this episodeVue.js, created by Evan You in 2014, was designed to combine the best of Angular and React — the declarative templates of Angular ...
Build a Lightweight Backend with PocketBase
26 Nov 2025
Contributed by Lukas
About this episodeIn a world dominated by massive cloud platforms and sprawling microservices, there’s something refreshing about a backend you can ...
Building Documentation That Scales
25 Nov 2025
Contributed by Lukas
About this episodeIn 2025, documentation isn’t a “nice-to-have.” It’s infrastructure. Whether you’re building APIs, SDKs, or internal tools,...
Building Trustworthy AI
24 Nov 2025
Contributed by Lukas
About this episodeLarge language models are astonishingly capable—but also unpredictable. They can summarize medical reports, generate financial ana...
Building Secure and Scalable EdTech Platforms
22 Nov 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss building secure and scalable edtech platforms with in this episode of Nerd Level Tech AI Cast.
Building Real‑Time Burndown Dashboards with Netlify Edge
21 Nov 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss building real‑time burndown dashboards with netlify edge, in this episode of Nerd Level Tech A...
How to Solve Common RAG Failures
20 Nov 2025
Contributed by Lukas
About this episodeRetrieval-Augmented Generation (RAG) has become a cornerstone of modern AI systems. It bridges the gap between static model knowledg...
Keep LLM Outputs Predictable
19 Nov 2025
Contributed by Lukas
Explore how to keep large language model (LLM) outputs predictable—a critical skill for developers building production-grade AI systems. Join Ale...
Serverless at the Edge
18 Nov 2025
Contributed by Lukas
About this episodeJoin Alex and Jamie as they discuss serverless at the edge in this episode of Nerd Level Tech AI Cast.
AI-Powered Cybersecurity
17 Nov 2025
Contributed by Lukas
Join Alex and Jamie as they discuss ai-powered cybersecurity in this episode of Nerd Level Tech AI Cast.
Python Best Practices
16 Nov 2025
Contributed by Lukas
About this episode:Secure your applications through dependency scanning, secret management, and input validation.Optimize for speed and scalability ...
Advanced JavaScript
14 Nov 2025
Contributed by Lukas
Explore modular architecture with the Model-View-Controller (MVC) pattern. Join Alex and Jamie as they discuss advanced javascript in this episode o...