practices

practices at Beyond Market Intelligence is a file of 3 stories. The newest of them: “From demo to production: build Python AI libraries that deliver”, “Explore how AI assists workflows but leaves complex coding to humans.”, and “New Reports Question Phia's Business Practices and Founders' Awareness”. Building a Python AI library that works in a demo is one thing. Asgaut Mjølne Söderbom and Ola Hast have moved past continuous deployment and pair engineering, yet their latest experiment with Claude Code revealed a sharp boundary. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every practices story on Beyond Market Intelligence, newest first.

From demo to production: build Python AI libraries that deliver
KDnuggets

From demo to production: build Python AI libraries that deliver

Building a Python AI library that works in a demo is one thing. Making it survive production is another. This guide cuts through the noise, covering the best practices that separate a polished SDK from a prototype. It's about writing code that delivers real outcomes, not just clever demos. For more on how AI transforms workflows, see our coverage of "Discover how Dots by OpenAI transforms chaotic meetings into clear actions."

Explore how AI assists workflows but leaves complex coding to humans.
InfoQ

Explore how AI assists workflows but leaves complex coding to humans.

Asgaut Mjølne Söderbom and Ola Hast have moved past continuous deployment and pair engineering, yet their latest experiment with Claude Code revealed a sharp boundary. They find AI excellent for many tasks, but not for the messy reality of brownfield coding. This episode digs into why human collaboration still carries the weight where AI vibes fall short. For more on questioning AI's limits, check out "Talking to My AI Clone Taught Me to Question the Tech."

New Reports Question Phia's Business Practices and Founders' Awareness
TechCrunch

New Reports Question Phia's Business Practices and Founders' Awareness

Phoebe Gates and Sophia Kianni reportedly sat on knowledge of Phia's alleged "cookie stuffing" for months. That timing matters. It suggests a tolerance for practices that undercut the trust their shopping startup is supposed to build. If the founders knew, their silence becomes part of the problem. For a company asking users to explore new tools, accountability should be the default, not an afterthought. It is a messy situation, and they owe users a clear, direct response.