Mmayankinmayankkaul.hashnode.dev·11h ago · 6 min readOnboarding was doing two jobs. I think AI removed only one.The expensive part of working in another team's service was never writing the code. Writing fifty lines has never taken a week. What took the week was building enough of a model of the service that th00
SNSeiji Nakayainloosedays.hashnode.dev·12h ago · 9 min readAI Makes Developers Faster. Why Can It Make Teams Slower?This was first published on the Vibsync blog. Reposting for the DEV community. The short version: AI reliably makes each developer faster. Whether it makes the team faster is a separate question — and00
BCBarron Casterinito.hashnode.dev·4d ago · 15 min readMTTR is the Wrong Metric for AI-Era Engineering TeamsKey takeaways MTTR assumes failures will happen and measures how fast you respond. As AI accelerates code output and bug rates rise 41% with it, optimizing recovery time means accepting that your cus00
Fforqxindiffdojo.hashnode.dev·6d ago · 5 min readEngineering leaders should check AI-generated code more than everThis week Checksum published its State of AI Code 2026 report, a survey of 105 engineering leaders. Two numbers from it belong side by side. 78% of those leaders trust AI-generated code more than they00
CTChandler Thompsoninchandlerthompson.hashnode.dev·Jul 16 · 5 min readThe test AI didn't writeThe promise of AI at work is throughput. More output, more coverage, more done per hour, and that promise is real. The part nobody puts in the pitch is the part that cost my team an incident: throughp00
NMNoura Mostafaincode-odyssey.hashnode.dev·Jul 15 · 3 min read7 Programming Habits That Separate Great Developers from Average Ones7 Programming Habits That Separate Great Developers from Average Ones When people think about successful developers, they often imagine someone who knows every programming language or can solve imposs10
CTChandler Thompsoninchandlerthompson.hashnode.dev·Jul 14 · 6 min readFaster to build isn't cheaper to ownAI made it cheap to write code. It did nothing to make it cheap to own. That second cost is the one that matters, and it's the one the velocity conversation keeps skipping. We talk about AI like the w00
PFPM Fieldnotesinpmfieldnotes.hashnode.dev·Jul 9 · 7 min readSchedule vs PlanThis post originally appeared on PM Fieldnotes, a publication dedicated to real-world project engineering and operational frameworks. A schedule and a plan are not the same thing. Most distressed pro10
SASamreen arshadintrackly.hashnode.dev·Jul 1 · 1 min readMoving Beyond If/Else: Building True Machine Learning Anomaly Detection for Timesheet DataThis is a brilliant breakdown! You hit the nail on the head regarding alert fatigue—static if/else rules create way too much noise for dynamic roles like field technicians. The combination of unsuperv00
KMKonrad Małochainmkon.dev·Jun 25 · 2 min readYou don't build a team at a desk at home. A hackathon reminded me.I love quiet work. But that's not how you build a team. A calm home office, deep focus, no interruptions — that's where I do my best individual work, and I have no plans to change it. But I've always 10
