I built Claude's Dreams feature myself using Mem0 and Codex, and it changed how I code
… This model reviews past interactions and looks for recurring patterns, repeated mistakes, successful workflows, and long-term preferences. …
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I replaced five automation scripts with one local AI agent, and it broke things I didn't expect
… Sign in to your XDA account I have seen enough success with local agents to take them seriously . They work especially well for coding because they can inspect a project, edit files, run tests, and correct their own mistakes. …
I replaced Claude Code with a team of tiny specialists, and the boring setup worked better
… If I asked the system to fix an application, for example, the router returned code as the route, listed the relevant files, and defined passing the existing tests as the success condition. I made Qwen 2.5 Coder 7B handle coding tasks. …
Agentic coding finally clicked when I wired it to a kanban board
… Sign in to your XDA account I'm really excited about agentic coding and how AI agents can handle complex tasks while coordinating with one another. …
Forget Claude Code and Google Antigravity, Devin Desktop is the perfect example of vibe coding
… That is what vibe coding should have been all along. Vibe coding has outgrown basic prototypes I still want to touch the code When vibe coding first became popular, generating a landing page, a portfolio, or a simple to-do app from a prompt felt impressive. …
I made these 4 changes to my Claude Code setup, and now it runs circles around the defaults
… I also include coding standards, but only those that influence implementation decisions. …
My favorite alternative to VS Code isn’t Cursor or Claude Code: it’s something way cooler and productive
… Sign in to your XDA account Like most developers, I have spent the last few months hunting for the ultimate VS Code successor. …
Windsurf 2.0 beats VS Code and Cursor at their own game
… The core editing experience remains as fast as a vanilla VS Code instance because the intensive agentic reasoning can be offloaded. …
I customized Claude Code to interrupt me with Warcraft sounds, and now I actually notice when it's done
… It's essentially adding audio notifications to the stopping points of any agentic coding tool, so you know when it needs your input to continue. …
I spent a month with Cursor, Google Antigravity, and Windsurf – and there is a clear winner
… This is a deep dive into 30 days of agentic coding, parallel task management, and the search for the IDE that actually lets me build faster without losing my mind. …