# Engineering at the frontier Perspectives on AI coding, developer workflows, and the future of software engineering. ## Announcements **An Update 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 standa… 2 min read ## AI & Software Development **AI Copilot for Development: Why Context Is the Real Differentiator** Your team adopted a coding copilot six months ago. Completion rates are up, boilerplate takes… 9 min read **Best AI Code Generation Tools: A Builder's Breakdown** Most developers already know which AI code generation tools exist. The harder question is whe… 10 min read ## Developer Tools & Workflows **AI Code Review Tools: 8 Options for the Agent Era** GitHub reported in 2023 that developers using Copilot completed tasks 55.8% faster than control groups.… 9 min read **Best AI Coding Agents in 2026: Ranked and Compared** Most comparisons of the best AI coding agents treat this as a feature competition. Which tool has the c… 14 min read **Cursor Alternatives: Which AI Coding Tool Actually Fits Your Workflow** Most comparisons of Cursor alternatives read like a menu. You get a table, a list of tools, and a few s… 8 min read ## AI & Software Development **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 acce… 9 min read **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 alw… 10 min read **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 t… 2 min read ## Engineering Insights **How AI Development Is Moving from Specialized Agents to Orchestration** Specialized coding agents got AI development off the ground. But as general-purpose models like Claude … 4 min read **Why Code Review Will Determine Who Wins in the AI Era** For decades, software engineering was defined by writing code. But that balance has shifted. With AI co… 4 min read **SWE Agents are Better with Codemods** Coding assistants like Cursor have brought us into a new era of programming. But there's a class of prog… 2 min read **Act via Code** Two and a half years since the launch of the GPT-3 API, code assistants have emerged as potentially the… 3 min read ## Product & Features **Codegen Weekly Diff** The past week’s releases focus on refinement — polishing UI consistency, strengthening integrations, an… 2 min read **Codegen On-Prem Deployment: Bring the OS for Code Agents In House** If your organization can’t move code or logs outside its network, you shouldn’t have to sit out the age… 4 min read **Introducing Codegen 3.0: The Operating System for Code Agents** Software development is undergoing its biggest transformation since the compiler. Code generation has u… 4 min read **Codegen + Linear: Where Tickets Become Code** Backlogs don’t clear themselves. But now, they can feel like they do. With our new Codegen + Linear int… 3 min read ## Case Studies & Demos **Case Study: How Warmly’s CSMs Ship Production Features with Codegen** About Warmly Warmly’s person-level intent platform makes marketing more precise by identifying ideal cu… 3 min read **Customer Success Story: Lambda Curry** For Lambda Curry, a modern software company building fast-moving products, traditional development work… 2 min read **Case Study: AI-Powered SQLAlchemy Upgrade** Upgrading your tech stack is like cleaning out your closet. You know it needs to happen, but, ah, it’s … 2 min read ## Codemods & Refactoring **Automating Dead Code Removal with AI and Static Analysis** Dead Code Removal Sucks ☠️ Dead code is a perennial source of tech debt in large codebases. As unused c… 3 min read ## Security & Compliance **Automating Dead Code Removal with AI and Static Analysis** Dead Code Removal Sucks ☠️ Dead code is a perennial source of tech debt in large codebases. As unused c… 3 min read