Productivity tools are everywhere. Code editors with thousands of plugins, CI/CD automations, AI assistants, dashboards, linters, etc. But having tools isn’t the same as having effective tools. The best tools shift the burden, reduce friction, and align with both developer experience and velocity. Productivity tools can be a double edged sword. Tools promise speed. But […]
Why Top PM Tools Are Leveling Up with Codegen
AI is rapidly reshaping how software is built, and project management (PM) platforms are at the heart of that transformation. These platforms are no longer just digital to-do lists. Customers expect built-in collaboration, real-time visibility, cross-tool automation, and intelligent suggestions that adapt to how teams actually work. What happens when your project management tool can’t […]
Reimagining Developer Workflows for the AI Era
Over the past two decades, the software development lifecycle has undergone waves of optimization — from agile ceremonies to CI/CD pipelines to devops automation. But with the rise of LLMs and autonomous AI agents, we’re entering a fundamentally different phase: not just faster tooling, but a new shape of work. Rather than thinking in tickets, […]
Your AI Is Writing Bad Docs Because It Lacks Context
It’s a truth universally acknowledged: every engineering team wrestles with the problem of documentation. So it goes. Obviously, AI can help document your code. But only if you use it strategically. At one extreme, you hand over your Github repo to an LLM and find that it’s added a long docstring on top of every […]