14h ago · 6 min read · As I continue building my path toward AI Engineering, ML Systems, and MLOps, I have been reflecting on three learning milestones that gave me an important foundation: Google Project Management Googl
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6d ago · 4 min read · Picking a task tracker for a mid size engineering team is one of those decisions that feels minor and turns out not to be. Get it wrong and you end up with two sources of truth, a tool nobody updates,
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6d ago · 6 min read · A project management platform improves team productivity when it makes three things clear: who owns each task, what needs to happen next, and what is blocked right now. Small teams usually lose time w
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Mar 9 · 7 min read · The paradigm of AI-assisted development is shifting rapidly. We are moving beyond the era of chat interfaces and direct agent supervision—popularized by tools like AutoGPT and early iterations of codi
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Mar 6 · 5 min read · In the realm of software development, the pressure to deliver results can often lead to unrealistic expectations from management. One particularly daunting expectation is the demand for developers to produce 5000 lines of code per day. At first glanc...
Join discussionMar 6 · 4 min read · You don't need Jira. You don't need Monday.com. You don't need a $20/month project management tool to ship your indie game. I know because I'm building one right now with nothing but free tools — and it's the most organized project I've ever run. Her...
Join discussionMar 3 · 6 min read · I've spent the last six posts describing the same problem from different angles. A PM changes scope in Slack and 3 people see it, 8 need to. A PRD gets edited 6 times and engineers find out about 2. A feature ships wrong and nobody can answer "who si...
Join discussionMar 2 · 6 min read · I sat in a sprint retro last month where the PM pulled up the PRD for the feature we just shipped. She scrolled to the revision history. Six edits since sprint planning. Six. The tech lead looked at the screen like it owed him money. "I knew about th...
Join discussionFeb 23 · 6 min read · It was a Tuesday. Two weeks into a three-week sprint. Our PM dropped a message in #product-updates: "Hey team, talked to the client. We're switching the export from CSV to PDF. They need formatted reports for their board meetings. Updated the PRD." T...
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