Product and Software Development Blog

Machine Learning & AI

Software factories: how AI agents ship code start to finish

A software factory runs agents across coding, testing, review, and deploy. Here's what works for Stripe, Cloudflare, Uber, and Ramp, plus what goes wrong.

Featured Stories

Machine Learning & AI

How to build Claude Skills for work

Building a Claude Skill for work takes minutes. Making it work repeatably takes MCP connectors, a description that triggers, and one shared version for your team.

LLM model routing: how Uber, AT&T, and Ramp cut AI costs 30–56%

Machine Learning & AI

LLM model routing: Uber, AT&T, and Ramp cut AI costs 30–56%

Model routing promises 85% off your LLM bill. Uber, AT&T, and Ramp got 30–56% in production. Here’s how LLM model routing works and cuts AI costs.

Best open-weight LLMs for local enterprise AI in 2026

Machine Learning & AI

Best open-weight LLMs for local AI in 2026

Open-weight LLMs can now match frontier models on performance and cost much less. Compare licenses, hardware needs, and hybrid open/frontier setups for enterprise work.

Software factories: how AI agents ship code start to finish

Featured Stories

How to build Claude Skills for work

LLM model routing: Uber, AT&T, and Ramp cut AI costs 30–56%

Best open-weight LLMs for local AI in 2026

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