In this episode, Danny and Leon break down a massive 48 hours in AI. With the surprise drop of Anthropic Opus 4.6 and OpenAI’s Codex 5.3, the landscape for software engineers has shifted again. We dive deep into what a 1-million-token context window actually means for your workflow, the rise of Agent Teams, and why "vibe coding" recently led to a massive security blunder in the dev community. We also answer a listener question about whether custom code or off-the-shelf builders like Shopify are the right choice for small business clients.

📑 Chapters

0:00 – Intro: The Drake vs. Kendrick of AI Drops

1:20 – Opus 4.6 Metrics & Terminal Bench 2.0

3:02 – The 1-Million-Token Window: Game Changer or Overkill?

4:36 – How Large Context Affects Codebase Scanning

5:45 – Adaptive vs. Extended Thinking: Effort Parameters Explained

7:50 – The Gemini Ratchet: How Google Set the Standard for Context

9:15 – Playwright & MCP: Unlocking Visual Testing with Massive Windows

10:55 – Understanding Context Rot & Reduction in Long Chats

13:30 – Does a Million Tokens Kill RAG? (Retrieval-Augmented Generation)

14:35 – Orchestration Layers: Sub-Agents vs. Agent Teams

17:23 – Cost Analysis: Comparing Sonnet 4.5 vs. Opus 4.6 Pricing

20:00 – Anthropic’s Response to Developer Complaints (The "Think Harder" Meme)

22:20 – Skill Frameworks & Code Standards Files

24:45 – The "Feel" of the Model: Speed vs. Risk-Taking in Logic

27:00 – Current Dev Workflows: When to switch to Codex 5.3

30:50 – Prompt Engineering in the Thinking Model Era

32:45 – Sam Altman’s "Bar" & The Reality of Benchmarks

36:15 – Is Coding Dead? Addressing the Hype Cycle and Management Fears

37:55 – The "Maltbot" Security Blunder: Why Humans Must Stay in the Loop

42:15 – AI in WebDev vs. Embedded Systems & Cloud

45:55 – Q&A: Website Builders (Shopify/Wix) vs. Custom Code for Clients

50:50 – Final Thoughts: Selling Your Time and Knowledge, Not Just Syntax