Anthropic says one agent wrote 413 memory files and earned 1 badge; another wrote 9 and earned 4. I rebuilt the mechanism in 80 lines of Python to see if the gap survives without the model.
413 files, 1 badge: I re-ran Anthropic's memory test
Anthropic says one agent wrote 413 memory files and earned 1 badge; another wrote 9 and earned 4. I rebuilt the mechanism in 80 lines of Python to see if the gap survives without the model.
I changed one sentence in the description of an MCP tool called get_uptime. Scanned on its own, the...
Why instant thresholds make automatic camera switching twitchy, and how a rising confidence score, a hold rule and a wide-shot fallback make it feel like a calm human operator.
A small laptop is a full build kit. Here's how far mine went. TL;DR: A reader suggested I publish...