

Alchemy: IaC Without Terraform
Aug 25, 2025
Discover the rise of infrastructure management with Alchemy, enabling JavaScript-based solutions for developers. Delve into the risks associated with 'ubertools' in AI and coding, alongside the latest innovations in Next.js 15.5. A recent hacking incident highlights the importance of AI security. Plus, enjoy captivating tales of art heists and the thrill of gaming, blending cultural curiosities with tech discussions. Explore how security and SEO are evolving with AI advancements, making it a must-listen for tech enthusiasts!
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Eval As The Single Universal Tool
- Uber tools let models write and eval code to perform arbitrary actions instead of using curated tools.
- That centralizes capability but introduces large security and cost trade-offs.
Avoid Eval-Only Patterns In Production
- Avoid relying solely on eval-based uber tools for production because they open major security holes.
- Keep curated, auditable tools for common actions and use eval only for limited POCs or controlled scenarios.
Token And Latency Cost Of Rewriting Tools
- Using models to rewrite existing API clients on every request wastes tokens and increases latency.
- Well-designed MCP tools remain cheaper and faster than repeatedly generating code for standard integrations.