Typed inputs stop malformed calls. They don't stop an agent from calling the wrong tool with a well-formed, wrong argument. Here's how to design an MCP tool surface — constrained enums, safety annotations, typed errors — that an agent can't misuse, with real patterns from a 157-tool ERP server.
The EU-funded BirdWatch project is building a Copernicus-based service that uses satellite...
Post #1 covered the birth. Post #2 covered pruning. Post #3 covered cost awareness. Post #4 covered...
A technical deep-dive that cites and reproduces the Model DNA method in PyTorch - verifying 'trained from scratch' LLM claims via architecture config, tokenizer overlap, and Linear...