Your team adopted a coding copilot six months ago. Completion rates are up, boilerplate takes less time, and developers stop fewer things to Google syntax. But the real bottleneck, the gap between what’s in the sprint and what actually gets built, hasn’t moved. The AI is fast. It just doesn’t know why it’s writing what […]
What Is Vibe Coding (and How to Actually Do It at Scale)
A year ago, Andrej Karpathy posted a thread about a new way he was building software. He described accepting every diff without reading it, copy-pasting error messages straight into the chat, and watching an AI fix bugs he didn’t fully understand. He called it vibe coding. The term spread faster than almost any concept in […]
How to Build Agentic Coding Workflows That Actually Ship
Agentic coding workflows fail at a predictable point, and it’s not the model. The culprit is almost always context: the agent didn’t have what it needed before it wrote a single line. This guide covers how to build agentic coding workflows that produce reliable output: the context-feeding architecture most teams skip, the execution infrastructure that […]
From Voice Notes to Production Code: Yes, You Can Ship from WhatsApp
Some of the best ideas don’t happen at a desk. They come mid-conversation, on the go, or while you’re talking something through. One of our users recently showed us what it looks like to capture that moment of inspiration and turn it directly into working code — using a WhatsApp voice note. From voice to […]
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, […]
Ship with AI: The Future of Coding is Here
Today’s developers don’t just write code—they ship with AI. Codegen transforms how teams build software by turning natural language into production-ready code, seamlessly integrating with your existing workflow. What’s Possible Today Here are real examples of what teams are accomplishing with Codegen right now: 🔧 Development & Testing 📋 Project Management Integration 📚 Documentation & […]
Act via Code
Two and a half years since the launch of the GPT-3 API, code assistants have emerged as potentially the premier use case of LLMs. The rapid adoption of AI-powered IDEs and prototype builders isn’t surprising—code is structured, deterministic, and rich with patterns, making it an ideal domain for machine learning. Developers actively working with tools […]