yes things are changing fast, but also I see companies...

R
rahul
x.com Saved Wednesday, December 31, 2025 Readwise
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This article strongly resonates and has clear angles for your perspective

Quick Take

This directly hits Brian's sweet spot on AI tooling adoption and developer productivity. The specific recommendations about coding agents, sandboxed infrastructure, and preferring prompting over finetuning align perfectly with his hands-on experience building AI-powered dev workflows at both his fintech job and side projects.

Relevant Domains

AI/agents/future of software work - Primary focus Engineering craft/architecture/productivity - Core theme Side projects/automation/earning from skills - Implementation context

Blog Angles

1

"Why We're Still Afraid to Give Developers Real AI Tools"

Thesis

Your Hook

2

"Prompting vs. Fine-tuning: What I Learned Building AI Features for Credit Card Offers"

Thesis

Your Hook

3

"The AI Tooling Stack That Actually Ships Products"

Thesis

Your Hook

Key Quotes

Give engineers flexible coding agents, full tooling access, sandboxed infra
Prefer prompting, embeddings, structured outputs... over slow finetuning
Keep product models up-to-date
Quick evals over... tight cost fears

Tags

#ai-agents #developer-productivity #engineering-leadership #tooling #fintech #side-projects #automation