Blog
Actionable strategy: implementing an ML platform in an energy business
A practical guide to applying Will Larson's strategy framework for selecting and deploying a machine learning platform, addressing common organisational challenges.
Building a PDF to markdown converter with vibe-coding
How I built PDF and Markdown conversion tools using Claude Sonnet 4 and prompt engineering best practices
Avoiding and reducing technical debt
Exploring Chelsea Troy's insights on managing maintenance load in software projects.
Decision-making pitfalls for leaders from Chelsea Troy
Chelsea Troy's insights on common decision-making traps in technical leadership.
Python Developer Tooling Handbook
Comprehensive guide to Python development tools and best practices
Building a modern resume: from manual tweaks to AI-powered automation
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.
Inspiring Persons: Chip Huyen – A Structured Approach to Technology and (Career) Growth
An overview of Chip Huyen's work in machine learning systems design and her perspective on personal development, with connections to strategic thinking.
Twelve-factor agents: Building reliable LLM applications
A structured approach to creating production-ready LLM applications inspired by the classic 12 Factor Apps methodology
Building and deploying LLMs: A course made by practitioners
A comprehensive open course on LLMs taught by industry veterans, covering everything from fine-tuning to deployment architectures
Inspiring Persons: Will Larson's systems thinking approach to engineering strategy
How Will Larson transforms complex engineering challenges like LLM adoption into structured conversations using simple systems models
Emerging developer patterns for the AI era
Overview of nine patterns for software development with AI agents from a16z.
Notes on The Startup CTO's Handbook by Zach Goldberg
Reflections on Zach Goldberg's handbook, valuable for startup CTOs and anyone in tech leadership or engineering.
DevOps for Data Science
A review of Alex K Gold's book 'DevOps for Data Science', offering a framework and guidance for data scientists and IT admins.
A Recommended Read: Architecture Patterns with Python
An in-depth guide to architectural patterns in Python, focusing on practical examples, TDD, and DDD.
Simon Willison on Building with LLMs (PyCon 2025)
A link to Simon Willison's PyCon 2025 tutorial materials on building applications with llms
Making AI Work: Leadership, Lab, and Crowd
Ethan Mollick discusses the organizational changes and challenges companies face when integrating AI, focusing on leadership, experimentation, and learning.