Issue #719
Essential Reading For Engineering Leaders
Tuesday 26th May’s issue is presented by Unblocked
The Context Layer For Modern Engineering Teams
Unblocked turns code, docs, tickets, and conversations into actionable context, so engineers move faster and agents stay on track.
The Ask
— Michael Lopp
tl;dr: A senior leader’s real job is figuring out what people actually need from you - “The Ask” - across three types of meetings: the easy ones (someone on your team wants a promotion), the cross-team ones (another team needs to build with you but doesn’t know how), and the long-game ones (two leaders meeting regularly with no obvious purpose until, years later, the reason reveals itself). The deeper point is that much of senior leadership runs on instinct and pattern recognition built from years of experience, not clean data and well-defined agendas.
Leadership Management
The Anatomy Of An AI-Native Org
— Ajey Gore
tl;dr: “For thirty years we were glorified translators - business asked why, product defined what, engineering translated to how. AI just ate the translation step. The anatomy of the team that’s left looks nothing like the one you have today.”
Leadership OrgDesign AI
Your AI Agents Are Missing Context
— Dennis Pilarinos
tl;dr: For agents to work at scale, they need to deeply understand how your team works. Rules, skills, and separate MCPs give access to information, but not understanding. Read how a context engine gives agents exactly what they need for the task at hand.
Promoted by Unblocked
AI DevEx
What To Do If You’re Not “Detail Oriented”
— Wes Kao
tl;dr: Ask yourself: (1) If I were signing off with my name, would I make this better? (2) Is there sloppiness that might reflect poorly on me or my company? (3) Am I passing the burden to others to fix my errors? (4) Does the work I’m shipping represent my ability?
Management CareerGrowth
“Teach for the future; you have to live in it.” — Bjarne Stroustrup
How To Stay Resilient In A Difficult Job
— Andi Roberts
tl;dr: “How do you stay resilient, motivated, and mentally healthy in a difficult job with poor management, shift work, or constant stress? This guide explores practical, science-informed ways to protect your well-being while navigating a demanding current role.”
Wellbeing
The Production Version Of Wiring Claude Code Into Your Pipeline
— Santosh Kumar Radha
tl;dr: If your team has chained Claude Code to write, then to review, you already know the pattern. Harness orchestration is the architectural discipline behind it, a first look at how Claude Code, Codex, and Gemini compose as primitives. Read the breakdown — written for engineering leaders evaluating the agent layer.
Promoted by AgentField.ai
Architecture AI
What’s Easy Now? What’s Hard Now?
— Marc Brooker
tl;dr: “I’ve been spending a lot of time thinking about the shape of the capabilities of coding agents. What they’re good at now, what they’re going to be good at. What they’re bad at now, how much of that is inherent and how much is transient. This is worth thinking about, because it’s the most important question shaping the future of software, and of software engineering. I don’t pretend to have an answer, but am coming to a conclusion that may be deeply counter-intuitive.”
SystemDesign AI
Making User-Sequence Data More Cost-Efficient, Faster, and Easier to Use
— Pinterest Engineering
tl;dr: This article walks through how the Pinterest engineering team redesigned their user-sequence platform to make sequences cheaper to run, faster to extend, and easier to debug, while still supporting demanding production use cases.
Scale Infrastructure ML
Agentic Engineering Patterns
— Simon Willison
tl;dr: “I’ve started a new project to collect and document Agentic Engineering Patterns—coding practices and patterns to help get the best results out of this new era of coding agent development we find ourselves entering.”