Engineering blog
Production AI engineering, in writing.
Post-mortems, frameworks, and benchmarks from shipping AI features for US SaaS teams. New posts every Tuesday and Friday.
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HIRING & TALENT
The 7 Hidden Costs of Hiring AI Talent on Freelance Platforms
May 02, 20269 min
COMPARISONS
Toptal for AI Engineering: An Honest Review After 12 Hires
May 02, 202611 min
CASE STUDIES
Case Study #1: How [Customer] Shipped Production RAG in 6 Days
May 02, 20269 min
COMPARISONS
Build vs Buy vs Subscribe: A Decision Framework for AI Features in 2026
May 02, 202611 min
AI ENGINEERING
We Reviewed 50 AI Engineer Job Posts. Here's What Founders Are Asking For.
May 02, 202610 min
AI ENGINEERING
Why Your AI Feature Is Stuck in Backlog (and How to Unblock It This Month)
May 02, 20269 min
HIRING & TALENT
The Real Cost of Hiring an AI Engineer in 2026 (and the 3 Alternatives)
Apr 30, 20269 min
AI ENGINEERING
Agentic AI Business Growth Australia
Apr 29, 202615 min
FOUNDER PLAYBOOKS
Build Personal Finance App Like PocketSmith
Apr 29, 202615 min
FOUNDER PLAYBOOKS
Open Banking Australia Enterprise Guide
Apr 29, 202614 min
HIRING & TALENT
How Custom App Development Boosts App Profit
Apr 29, 202612 min