Blog

Sean Goedecke's article on why point-by-point arguments are harmful offers a better approach, aligning well with systems engineering principles.

Diana Montalion discusses how systems thinking helps align stakeholders and improve technical outcomes through better modeling and collaboration.

Exploring Data Warehouse, Data Lake, Data Lakehouse, and Data Mesh architectures from a data engineer's perspective.

Reflecting on an article about driving change in large, bureaucratic organisations, focusing on stakeholder management, role clarity, and aligning with company rhythm.

Reflections on Mehmet Burak Sayıcı's experiences building MLOps systems over four years

A practical guide to applying Will Larson's strategy framework for selecting and deploying a machine learning platform, addressing common organisational challenges.

How I built PDF and Markdown conversion tools using Claude Sonnet 4 and prompt engineering best practices

Exploring Chelsea Troy's insights on managing maintenance load in software projects.

Chelsea Troy's insights on common decision-making traps in technical leadership.

Comprehensive guide to Python development tools and best practices

Discover how I transitioned from tedious manual resume updates to an efficient, AI-assisted workflow using Reactive-Resume and a custom JSON-to-Markdown converter.

An overview of Chip Huyen's work in machine learning systems design and her perspective on personal development, with connections to strategic thinking.

A structured approach to creating production-ready LLM applications inspired by the classic 12 Factor Apps methodology

A comprehensive open course on LLMs taught by industry veterans, covering everything from fine-tuning to deployment architectures

How Will Larson transforms complex engineering challenges like LLM adoption into structured conversations using simple systems models

Overview of nine patterns for software development with AI agents from a16z.