Lean Teams, AI Agents: How Software Gets Built Without a Full Team
The conversation around software teams and AI usually gets stuck on one question: will AI replace developers? That's the wrong question, and it distra…
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The contractor economy: why startups hire specialists before full-time teams
The contractor economy: why startups hire specialists before full-time teams Startups used to follow a familiar hiring pattern: raise money, build a c…
Why Your Business Needs an AI Integration Strategy (Not Just an AI Tool)
The hype cycle for AI adoption in businesses often follows a familiar, and often frustrating, trajectory. It begins with the undeniable allure of a po…
Why Custom Software Projects Fail (And How to Avoid the Most Common Mistakes)
Why Custom Software Projects Fail (And How to Avoid the Most Common Mistakes) After working on software projects of different sizes, I've noticed that…
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…
Alibaba's 'Correct but Empty' Response to a 75,000-Word Employee Letter
The Event On June 4, 2026, a former DingTalk product manager named Teng Yaxin published a 75,000-character letter on Alibaba's internal forum titled "…
The Onboarding Math: What Each New Hire Actually Costs When Your AI Stack Is Fragmented
Here is a number most finance teams have never calculated: the total cost of getting one new employee to full productivity in a fragmented digital env…
AI Augmentation: Amazing. Replacement: A Rarity (AI Can't Do Your Whole Job).
AI Augmentation: Amazing. AI Replacement: A Rarity (It Can Only Do a Fraction of Your Job). The "AI will take your job" prediction keeps getting the u…
The Coordination Cost: What Nobody Measures When They Add Another Tool
Every tool your team uses has a price tag. Most of it doesn't appear on any invoice. I've spent a lot of time in the last few years helping organizati…
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 Metrics That Actually Tell You If Your Enterprise AI Rollout Is Working
The Metrics That Actually Tell You If Your Enterprise AI Rollout Is Working Time saved is not a metric. It's a hypothesis. Here's how to measure what …
Your Retention Problem Is a Manager Problem.
Gallup has been running the same finding for twenty years. Seventy percent of the variance in team engagement is explained by the manager. Not the ben…
Data Product Manager Org Structure: Reporting Lines That Matter
This article was originally published on davidohnstad.com . I cross-post here to reach the Dev.to community. { " @context ": " https://schema.org ", "…
Build a FinOps culture for cloud cost control
Cloud promised agility and lower costs, but rising bills have created new challenges. Enterprises now face pressure to make spending accountable and e…
The Reputation Layer: Why Developers Quietly Run Corporate PR
When a database falls over at 3 a.m., most engineers assume they are solving a purely technical problem. They are also, whether they intend to or not,…
The Champion: Showing Up for the Ecosystem
The Champion is a company that has chosen to champion an open source project and are investing significant resources into supporting it—maybe they hav…
Building Cross-Platform Digital Products: Challenges and Best Practices
This article was originally published on davidohnstad.com . I cross-post here to reach the Dev.to community. The demand for smooth digital experiences…
Data Privacy in the Age of AI: How Product Teams Can Build Trust with Users
This article was originally published on davidohnstad.com . I cross-post here to reach the Dev.to community. The rapid advancement of artificial intel…
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. …
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…
Most Generative AI Projects Don’t Fail Because of the Model
There’s a strange pattern happening across enterprise AI adoption right now. A company spends weeks building a prototype. The internal demo goes well.…
From 'No, sir' to 'Why, sir'. With 'Yes, sir' in between
Not long time ago, the corporation environment complains about how many 'No, sir' they were receiving from their dev teams, because of the high demand…
Smart HackOS: An All-in-One System for Managing the Entire Hackathon Lifecycle
Organizing a hackathon requires juggling hundreds of moving parts—from attendee registrations and team matchmaking to handling code submissions and ma…
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…
MuleSoft Beyond the Brochure: What 16+ Years in Enterprise Delivery Taught Me About Building Integration That Actually Survives Production
Abstract MuleSoft is often introduced as an API-led connectivity platform, and that description is technically correct, but in practice it is much mor…
No Bad Teams, Only Bad Leaders
There was constant frustration in one engineering team. Slow builds. Failing pipelines. Broken deployments. Developers blocked for hours waiting for s…
AI Skills for Project Management
After completing the DelftX project management course in TU Delft's Engineering Project Management series, the idea that stayed with me was not a temp…
95% of AI Pilots Fail. The Technology Works Fine.
Boards in the $30M–$500M range are being asked the same question right now: "Can we move on AI?" The pressure is understandable. Competitors are exper…