I am a software developer with over 25 years of professional experience and have been working with coding agents for quite some time starting with AutoGPT and now using Claude Code almost 24/7 orchestrated via Task Master to automatically spin up new instances working on a multi layer project.
You are absolutely right. A large portion are influencers (I would estimate around 95% of those you see on YouTube and forums) that are full of hype. I think most are not affiliated with Anthropic or any vendor, they are just trying to sell a course, ebook or some "get rich with AI" scheme.
What I appreciate about Claude Code:
- Since it is a terminal/CLI tool it can be run headlessly from cron jobs or scripts. This makes it easy to automate.
- I appreciate the predictable pricing model. A flat monthly fee gives me access to Claude Sonnet and Opus 4 in five-hour sessions each with its own usage limit that resets at the start of a new session. There is a fair use policy of around 50 sessions per month, but I haven’t hit that yet. I deliberately run only one instance at a time as I prefer to use it responsibly unlike some of the "vibe" influencers who seem to push it to the limit.
That's it. Despite being a CLI based tool, Claude Code is remarkably out of the box for what it offers.
That said, no coding agent I have encountered can fully ingest a large inconsistent legacy codebase especially one with mixed architectures that accumulated over years. This limitation is mainly due to context size constraints, but I expect this to improve as context windows grow.
You are absolutely right. A large portion are influencers (I would estimate around 95% of those you see on YouTube and forums) that are full of hype. I think most are not affiliated with Anthropic or any vendor, they are just trying to sell a course, ebook or some "get rich with AI" scheme.
What I appreciate about Claude Code:
- Since it is a terminal/CLI tool it can be run headlessly from cron jobs or scripts. This makes it easy to automate.
- I appreciate the predictable pricing model. A flat monthly fee gives me access to Claude Sonnet and Opus 4 in five-hour sessions each with its own usage limit that resets at the start of a new session. There is a fair use policy of around 50 sessions per month, but I haven’t hit that yet. I deliberately run only one instance at a time as I prefer to use it responsibly unlike some of the "vibe" influencers who seem to push it to the limit.
That's it. Despite being a CLI based tool, Claude Code is remarkably out of the box for what it offers.
That said, no coding agent I have encountered can fully ingest a large inconsistent legacy codebase especially one with mixed architectures that accumulated over years. This limitation is mainly due to context size constraints, but I expect this to improve as context windows grow.