The Pragmatic Engineer

“The Pragmatic Engineer” delves into the intricacies of architecting enterprise-level solutions with a focus on knowledge base infrastructure, generative AI, and data augmentation for machine learning. It explores the challenges of moving beyond static data libraries to interact with living data, emphasizing the importance of understanding over mere indexing. The document discusses the implementation of secure semantic memory layers, multi-tenant pipelines, and the utilization of advanced technologies like Spark, EMR, and Airflow to build fault-tolerant and responsive systems. Additionally, it addresses the significance of context, precision in search mechanisms, and the role of vector embeddings in enhancing semantic understanding.

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DHH’s new way of writing code

David Heinemeier Hansson shares why he shifted to an agent-first AI workflow, and what it means for how software is built and who builds it.

Cycles of disruption in the tech industry: with software pioneers Kent Beck & Martin Fowler

The Pragmatic Engineer

Parallels between technology shifts in the past decades and what we’re seeing with AI. Also: ways to avoid burnout when working with AI agents, TDD back in style, and more.

The Pulse: Industry leaders return to coding with AI

The Pragmatic Engineer

Mark Zuckerberg and Garry Tan join the trend of C-level folks jumping back into coding with AI. Also: a bad week for Claude Code and GitHub, and more

Scaling Uber with Thuan Pham (Uber’s first CTO)

The Pragmatic Engineer

Thuan Pham (Uber's first CTO) on scaling Uber from constant outages to global infrastructure, the shift to microservices and platform teams, and how AI is reshaping engineering.

What is inference engineering? Deepdive

The Pragmatic Engineer

Many engineers use inference daily, but inference engineering is a bit obscure – and an area rich with interesting challenges. Philip Kiely, author of the new book, “Inference Engineering,” explains

The Pulse: is GitHub still best for AI-native development?

The Pragmatic Engineer

Poor availability has dogged GitHub for months and raises questions about its status and focus. Plus, Microsoft promises Windows will not be “Microslop”, a massive LLM supply chain attack, and more

“How to be a 10x engineer” – interview with a standout dev

The Pragmatic Engineer

An interview with an engineer with no public GitHub contributions, setting clear boundaries – and yet not having needed to applying for positions when searching for a job, because referrals find them

The Pulse: Is the FDE role becoming less desirable?

The Pragmatic Engineer

Also: AI-agent generated pull requests cause headaches for large open source projects, OpenAI acquires the creator of uv, a sudden Cursor price hike annoys some enterprise customers, and more

Building WhatsApp with Jean Lee

The Pragmatic Engineer

Jean Lee, engineer 19 at WhatsApp, on scaling the app with a tiny team, the Facebook acquisition, and what it reveals about the future of engineering.

Are AI agents actually slowing us down?

The Pragmatic Engineer

As more software engineers use AI agents daily, there’s also more sloppy software, outages, quality issues, and even a slowdown in shipping velocity. What’s happening, and how do we solve it?

The Pulse: What will the Staff Engineer role look like in 2027 and beyond?

The Pragmatic Engineer

Also: new trend of token costs becoming a worry for CTOs, 10% cuts at Atlassian, and more.

From IDEs to AI Agents with Steve Yegge

The Pragmatic Engineer

Steve Yegge on how AI is reshaping software engineering, the rise of “vibe coding,” and why developers must adapt to a rapidly changing craft.