The latest articles on DEV Community by scimtier (@scimiter). https://dev.to/scimiter https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4053078%2Fa3f5e8b4-673e-4b0a-9f9a-de378a286e44.png https://dev.to/scimiter en scimtier Thu, 30 Jul 2026 01:22:46 +0000 https://dev.to/scimiter/is-there-anyone-who-would-like-to-research-hallucinations-in-ai-and-ways-to-reduce-costs-3pm7 https://dev.to/scimiter/is-there-anyone-who-would-like-to-research-hallucinations-in-ai-and-ways-to-reduce-costs-3pm7 <p>These days, with the development of the AI era, it seems there is a bottleneck<br> Even if there are so many AI-related developers <br> It seems like bottleneck issues, hallucination problems, and costs are unresolved issues<br> Is there anyone who would like to do research together?<br> In my own way, to solve this problem, I<br> I did research on the library and uploaded it to GitHub<br> Looking for someone to conduct research together</p> <p>[ Draft Answer ]<br> |<br> v<br> [ Claim -&gt; Attack -&gt; Evidence ]<br> |<br> v<br> [ Judge Verdict ]<br> | pass | patch/rewrite<br> v v<br> [ Ship ] [ Retry with feedback ]</p> scimtier Wed, 29 Jul 2026 11:35:57 +0000 https://dev.to/scimiter/why-ai-agents-need-budget-control-1dgc https://dev.to/scimiter/why-ai-agents-need-budget-control-1dgc <p>These days, in the age of AI, there are many active activities<br> I conduct a lot of research on AI, run tests, and produce deliverables</p> <p>Most AI agent frameworks optimize for autonomy.</p> <p>Your agents can think freely.<br> They cannot spend freely.</p>