Introducing Speculative Programmatic Tool Calling (sPTC)!
A general class of technique for speculating on tool calls during code generation in a harness and queuing them early to overlap with token generation + REPL execution time.
Blog: alexzhang13.github.io/blog/2026/spec…
i like to build stuff | exited co-founder at salesbop.io | world’s worst obsidian proponent | views are my own



