Reconcilable Differences 279: I Promised Myself I Wasn't Going to Be Excited
Jan 30, 2026
They riff on air fryers: choices, cooking tips, what to avoid, cleanup, and kitchen fit. They dive into Claude Code and LLM tooling, installing CLI tools, and using agents to prototype web tools. Automation and workflows get attention: transcription, media renaming, home server integrations, and using text-file project rules to make repeatable automations.
AI Snips
Chapters
Transcript
Episode notes
Compete LLMs, Then Validate By Running Code
- Use multiple LLMs in parallel and compare answers to choose the best result for coding or API questions.
- Paste candidate code into your editor and run it to immediately validate correctness and speed up debugging.
Trying Claude Code After A Friend's Tip
- Merlin signed up for Claude Code after a friend's recommendation and found it could create websites and tooling from terminal-driven prompts.
- He upgraded quickly after seeing it automate real tasks like creating a status-board-like web app in hours.
Sandbox Agentic Tools And Limit Scope Early
- When using agentic coding tools, run them in sandboxes (docker) and approve file trust prompts before execution to limit risk.
- Stop and inspect outputs; iterate by adding constraints (e.g., "never use TypeScript") to avoid wasting tokens and time.