Error Budget Policies That Hold Leadership Accountable
Error budgets are useless without a policy. 'We're out of error budget' should trigger consequences. If it doesn't, you don't have an error budget — y…
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In the Beginning Was the Word
Why your organization's source of truth isn't your database it's your conversation Every organization already contains its operational state. It is no…
Turning Kiro Into a Leadership Coach With Meeting Transcripts
As an Engineering Manager in a Platform team, I manage 10 engineers. I'm hiring more. I run weekly 1:1s, facilitate technical decision meetings, scree…
One AI Vendor Is a Single Point of Failure. Treat It Like One.
One AI Vendor Is a Single Point of Failure. Treat It Like One. The AI model you built your workflow on today may be indistinguishable from its competi…
The Dunning-Kruger Effect, Now Available at Enterprise Scale
The Dunning-Kruger Effect, Now Available at Enterprise Scale The research is starting to coalesce, with different angles on whether AI is degrading hu…
The 5x Engineering Manager
EARLY IN MY CAREER , my team had a software engineer who shipped a quarter's worth of stories in a sprint, refactored the build pipeline on a Friday a…
People Without Dirty Hands Are Wrong
A Tale of Two Managers Erin Erin was a newly-promoted manager over a software engineering team. She had been hired 5 years ago as a junior developer a…
Incident Command: The Skills They Don't Teach You
Running a production incident is a skill. Most of the skill isn't technical. Here's what nobody told me when I started running incidents. Skill 1: Cal…
AI Velocity Is Breaking Your Code Quality Standards
TL;DR: AI coding tools like Copilot, Cursor, and Claude Code are accelerating development velocity to levels no PR review process can match. The resul…
The Engineering Manager Is the Most Informed Person in the AI Room
Engineering managers are almost entirely absent from the AI transformation discourse. There's a structural reason for that, and understanding it is th…
How to turn invisible impact into career growth
A lot of the work that keeps a team moving never fits neatly into a ticket. Sure, you have your assigned tasks, estimates, PRs, and shipped features. …
What Awnings Taught Me About Developer Experience
Here in the U.S. we have a fast-food chain called Chick-fil-A . Its claim to fame isn't actually its food (though it's quite tasty!), but its commitme…
Your AI Coding ROI Is Disappearing and Your Dashboard Won't Tell You
Your AI Coding ROI Is Disappearing and Your Dashboard Won't Tell You The dashboard looks great. The delivery numbers don't. Your AI coding dashboard l…
Are Companies Really Doing Layoffs "For AI"?
Are Companies Really Doing Layoffs "For AI"? Amazon did it. Atlassian did it. Meta is reportedly doing it. Jack Dorsey set the tone by cutting half of…
Reading Log #9 — Aoashi The Tacit Dimension Thinking, Fast and Slow
Putting everything into words isn't honesty. Pride and awe dwell in the realm that can't be told. 1. The dimension of verbalization is different In Ao…
DevOps Consulting: How to Evaluate a Partner Before You Engage
Most DevOps engagements don't fail because of bad tooling. They fail because the wrong firm was chosen. The pattern shows up the same way every time. …
We discovered the real workflow during lunch conversations.
Official process: Create request Manager approval System update Done Real process: Someone messages on WhatsApp Another person updates Excel Manager a…
Working With Japanese Clients Humbled Me Faster Than I Expected
About three months ago, after clearing JLPT N3, which is considered a good level in Japanese and gets you entry-level jobs apparently, I genuinely tho…
The First-Time Founder's Guide to Delegation (Without Losing Control)
There is a specific kind of pain that hits founders somewhere between five and fifteen people. You hired well. Your team is capable. And yet you can't…
Accountability Debt: The Hidden Cost in AI Code Generation
It's Monday morning, so being the "good" tech leader you are, you look at the pending PRs. Branch name: codex/something . Files changed: 200+. Lines o…
The Semantic Tug-of-War: Who Will Own AI Oversight — and Does the Name Actually Matter?
Artificial intelligence is no longer a side project. It is inside financial decisioning systems, clinical support tools, procurement workflows, custom…
Quiet Exits, Quiet Collapse (Part 1): How People Become Exitable without Noise
There is a specific kind of professional experience that has no official name. It is not termination. It is not conflict. It is not the moment someone…
The most expensive infrastructure in the company was human memory
One employee knew: Which report was the correct one Which orders needed manual handling Which customer data could not be trusted Which system actually…
Comprehension Debt: The Hidden Cost of AI-Generated Code
Comprehension Debt: The Hidden Cost of AI-Generated Code "You're not a developer anymore. You're a reviewer of code you don't understand." That line f…
My Experience Working at Dr. Homi Bhabha State University, Mumbai
I want to share my experience working at Dr. Homi Bhabha State University (HBSU), Mumbai. For more than a year, I worked extensively on building and i…
What "100% of Our Code Is Written by AI" Actually Means
What "100% of Our Code Is Written by AI" Actually Means The misunderstood statement that's driving bad investment decisions, unrealistic hiring plans,…
Only 3% of Companies Have Truly Transformed with AI
Google surveyed 2,643 business leaders and knowledge workers across 6 countries. The headline finding: only 3% of organizations have truly transformed…
The Best AI Engineers Are Product Managers
The Best AI Engineers Are Product Managers Why the skills that make great PMs are the same skills that unlock AI productivity You hired a brilliant en…
Your CI/CD Pipelines Are Your Largest Unmonitored Attack Surface
The risk in one paragraph Every time your team deploys software to AWS, a pipeline authenticates with credentials that can modify production infrastru…
Let’s Talk About Micromanagement....
Is Micromanagement Sometimes Good and Necessary? Let’s Talk About Micromanagement.... The dictionary defines micromanagement as “to direct or control …