Most developers treat zero-shot vs few-shot as a coin flip — throw some examples in if the output looks bad,…
Browsing: AI agents
If you’ve spent any time building agents with Claude, you’ve probably run into the terminology confusion: tool use, function calling,…
Your Claude agent works perfectly in testing. Then it hits production and you discover that Anthropic’s API has a 529…
Most Claude agent tutorials stop at the API call. You send a message, you get a response, the conversation ends.…
Most invoice processing pipelines fail not because the AI is bad at extraction — they fail because invoices are chaos.…
Most AI customer support agents fail the same way: they answer FAQs confidently, hallucinate product details they don’t know, and…
Most developers building AI agents treat safety and alignment as an afterthought — a moderation API call bolted on after…
If you’re running an LLM-powered agent in production and haven’t implemented LLM caching response strategies, you’re almost certainly burning money…
Once your agent hits production and starts making real decisions — routing tickets, generating reports, calling external APIs — you…
If you’re seriously weighing self-hosting Llama vs Claude API, you’ve probably already done the back-of-napkin math and thought “wait, at…