In my last post, I talked about spending time this summer looking at different AI tools. I want to get hands-on, figure out what I want to integrat...
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@bekahhw if you have the time, I'd love to get your feedback on Tonkotsu. It's not an IDE/code editor the way those other products are, but tries to position you in the role of a "tech lead for agents".
First of all, love the branding. I'll try to make some time to check it out. Sounds really cool.
Hi Derek, I am wondering how it's work ?
It helps you do technical planning -- make key technical decisions, break things down into granular tasks -- and from there, delegate those tasks to Tonkotsu. Though the easiest way to tell is to try it :)
Thanks, it was great read. All of these tools are powerful but I think the missing part that they have in common is getting the context part. They usually fall into hallucination and lost their context. I think tools like Stash can help with them.
I've been working with cognee, who's doing some really great stuff with the AI memory layer. We also have a r/AIMemory. I'd love to hear more about your thoughts there too.
Oh, I see. I know about Cognee, I saw and supported their Product Hunt launch couple months ago, they are also doing great stuff. Alright, I will take a look at r/AIMemory, thanks!
Pretty cool, feels good seeing someone actually get hands-on like this instead of just chasing whatever sounds hottest right now. Real testing over the hype anytime.
It's a never-ending chase. And one will be better than the next for a couple of weeks and then an update is shipped and that's better than the other. I'm ready to commit. lol
I've enjoyed all of the research you've put into this project, it adds up. The part about pushing these assistants until they break is exactly how I test stuff too
I started actual testing yesterday and I'm definitely having a good time. Also, it's wild how much time it's saving me. I've used chatGPT and claude to ask questions and that's sped up my workflow so much, but being able to chat in VS Code and do a couple of clicks to add new files is a game changer.
Love the practical trial checklist - I've been running full projects through Windsurf lately and curious what others find works best on bigger codebases. Has anyone stress-tested Continue with a legacy repo yet?
Hey Continue employee here. Continue's @ codebase system runs entirely locally, so it's limited by the compute available on your machine, which might make not be a good fit for large, legacy codebases. That said, it's customizability allows you to plug in tools like greptile.com/docs/quickstart or even your own remote, custom context engine: docs.continue.dev/customize/tutori...
Using Agent mode with high quality rules to let the model explore legacy codebases also might be a better approach, which generally works the same across Continue, Claude Code, Windsurf, etc. Many folks are moving away from RAG for code agents:
pashpashpash.substack.com/p/why-i-...
@bekahhw How about using Anthropic's Claude for code generation?
So yesterday, I used Continue's VS Code extension with Claude 3.7 Sonnet, and it worked really great. I really liked being able to add rules for my project.
I tried Cursor and Claude 4 and it seems like Claude is working better.
I tried Continue last night and really liked the experience. GH CoPilot is next, then Cursor.
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