Shipping at Inference-Speed

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Peter Steinberger
steipete.me Saved Tuesday, December 30, 2025 Readwise
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Quick Take

This is a goldmine of practical AI development workflow insights from someone shipping real products at scale. The specific tooling choices, prompting strategies, and productivity patterns directly align with Brian's fintech work and side project automation goals. The contrast between different AI models and concrete workflow tips make this highly actionable.

Relevant Domains

AI/agents/future of software work - Core focus on AI-assisted development Engineering craft/architecture/productivity - Workflow optimization, tooling choices Side projects/automation/earning from skills - Multiple project management, automation patterns

Blog Angles

1

"The AI Development Workflow That Actually Works in Production"

Thesis

Your Hook

2

"Why I Switched from Claude to GPT-5.2 for Production Code"

Thesis

Your Hook

3

"Managing 8 Side Projects with AI: What Actually Scales"

Thesis

Your Hook

4

"The Hidden Costs of AI-First Development"

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Key Quotes

Most software does not require hard thinking
These days I don't read much code anymore
Building software is like walking up a mountain
I never revert or use checkpointing

Tags

#ai-assisted-development #gpt-vs-claude #developer-productivity #workflow-optimization #side-projects #fintech-engineering #automation-tools