Every AI tool your team uses still needs you in the loop for every step. Nothing moves while you are in a meeting, asleep, or working on something else. The smarter the tool gets, the more time you spend prompting it, and the backlog keeps growing anyway. Super Agents are built to break that cycle […] The post What Are Super Agents and Do They Actually Work Yet? appeared first on Codegen .
Over the past year, a lot has changed for Codegen — and most of it is worth being direct about. In late 2025, Codegen was acquired by ClickUp. The standalone Codegen service was discontinued on January 9, 2026. If you were using Codegen as a separate product, that version is no longer available. What happened […] The post An Update on Codegen appeared first on Codegen .
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 […] The post AI Copilot for Development: Why Context Is the Real Differentiator…
Most developers already know which AI code generation tools exist. The harder question is whether they’ve picked the right one for what they actually need, and whether the rest of their pipeline is set up to keep pace with what those tools produce. We built Codegen, which means we’ve spent years thinking about where AI […] The post Best AI Code Generation Tools: A Builder’s Breakdown appeared…
GitHub reported in 2023 that developers using Copilot completed tasks 55.8% faster than control groups. That speed is the problem. A team of 250 developers merging one PR per day generates more than 21,000 hours of manual review time per year, and AI generation is making that number worse. The tools below exist to handle […] The post AI Code Review Tools: 8 Options for the Agent Era appeared first…
Most comparisons of the best AI coding agents treat this as a feature competition. Which tool has the cleanest completions? Which one writes tighter React? Those are real questions, but they miss the architectural question that actually determines production performance. There are three distinct categories in this space, and they are not interchangeable. Editor assistants […] The post Best AI…
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 […] The post What Is Vibe Coding (and How to Actually Do It at Scale)…
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 […] The post How to Build Agentic Coding…
Most comparisons of Cursor alternatives read like a menu. You get a table, a list of tools, and a few sentences about pricing. What you don’t get is any framework for why one tool fits your team and the others don’t. The reason those guides feel the same is that they’re all asking a surface-level […] The post Cursor Alternatives: Which AI Coding Tool Actually Fits Your Workflow appeared first on…
Key Takeaways Your team has a backlog of refactoring tickets that never get prioritized. The codebase that shipped three product launches ago is now slowing down every new feature. And during the last planning session, someone estimated that addressing the authentication module alone would take two full sprints. That math, repeated across hundreds of engineering […] The post 8 AI Tools for…