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Context Engineering and Brand Compliance with Claude Code 2.0 Sub-Agents

Context Engineering and Brand Compliance with Claude Code 2.0 Sub-Agents

Episode 51 October 2, 2025
Featuring: Jason Hand, Ryan MacLean

Jason and Ryan dive deep into context engineering, exploring Claude Code 2.0's new features including custom sub-agents for brand compliance, security reviews, and output styles. Jason demonstrates creating specialized agents to ensure brand guidelines are followed, while discussing performance observations and the evolving landscape from prompt engineering to context management.

claude-codecontext-engineeringsub-agentsbrand-compliance
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Episode 50

Claude Code 2.0 and Sonnet 4.5: New Features, Sub-Agents, and Performance

Ryan and Jason explore the recent releases of Claude Code 2.0 and Sonnet 4.5, discussing new commands, sub-agent workflows, usage limits, and early performance observations. They cover practical implementations including Super Claude for agent orchestration, MCP server configurations, and integration with various IDEs.

October 2, 2025
claude-codesonnet-4-5sub-agents
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Episode 49

Experimenting with Kiro the Spec-Driven Development IDE

Jason explores the new IDE Kiro, which emphasizes spec-driven development over traditional vibe coding. We dive into its unique approach of creating requirements docs, user stories, and design phases before writing any code, comparing it to other AI-powered development tools.

September 17, 2025
ideAWSspec-driven-development
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Episode 48

Demystifying Codex: CLI Tools, MCP Integration, and AI Model Alternatives

Ryan MacLean clarifies the confusion around various 'Codex' tools, demonstrates the rewritten Rust-based Codex CLI with its Ratatui interface, explores MCP server integration, and shows how to use it with both GPT-5-Codex and local Ollama models as an alternative to Claude Code.

September 16, 2025
codex-clirustratatui
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Episode 47

Building Semantic Search with Google Cloud Vertex AI Text Embeddings

Gio Peralto demonstrates building semantic search for movies using Google Cloud's text-embedding-005 model from Vertex AI, comparing it to traditional regex search and exploring the relationship between semantic search and RAG (Retrieval Augmented Generation).

September 10, 2025
semantic-searchvertex-aiembeddings
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Episode 46

Exploring Zed Editor: Rust-Powered Speed and AI Integration for Modern Development

Ryan demonstrates the Zed editor, a Rust-built code editor that's gaining popularity on OpenRouter rankings. The discussion covers Zed's speed advantages over VS Code, integrated AI features with multiple model providers, collaborative editing capabilities, and its lineage from the Atom editor team.

September 8, 2025
zed-editorrust-developmentcode-editor
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Episode 45

Building AI-Powered Transcript Processing with AWS Step Functions and Bedrock

Jason demonstrates building an automated transcript processing workflow using AWS Step Functions integrated with Amazon Bedrock's Claude Sonnet 4. The discussion covers the challenges of working with limited documentation, model parameter configurations, JSON formatting requirements, and comparisons to other workflow automation tools like N8N.

September 8, 2025
aws-step-functionsamazon-bedrockclaude-sonnet-4
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Episode 44

AI News Headlines Deep Dive: MIT's 95% Pilot Failure Report & Top 100 Gen AI Consumer Apps

Jason and Ryan discuss two major AI industry reports that made headlines this week: MIT's report claiming 95% of generative AI pilots are failing, and the 'Top 100 Gen AI Consumer Apps' report. They examine the methodology, potential biases, and real-world implications of these findings with their characteristic healthy skepticism.

August 28, 2025
ai-industry-reportsmarket-analysisgenerative-ai-pilots
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Episode 43

OpenRouter: Unified LLM Interface and Model Orchestration

Ryan MacLean explores OpenRouter as a unified interface for LLMs, demonstrating model rankings, pricing tiers, routing capabilities, and data privacy settings. The discussion covers practical implementation using OpenAI SDK compatibility, free tier options, and strategies for enterprise chat applications with multiple cloud provider models.

August 27, 2025
openrouterllm-orchestrationmodel-routing
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Episode 42

Vibe Coding Tools Comparison: Bolt, Lovable, and Vercel V0

Jason explores three major vibe coding platforms - Bolt, Lovable, and Vercel V0 - comparing their interfaces, features, and capabilities for rapid web development. The discussion covers Bolt's new cloud offering and the challenges of moving from prototype to production.

August 18, 2025
vibe-codingboltlovable

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