Blog
Notes from the team
Mostly about why we build TaskMate the way we do — determinism, cost, and what actually happens when you put an automation in front of a real business process.
24 July 2026
Why we don't run an LLM on every task run
Running a model on every execution costs money, adds latency and — the part people underrate — makes the result different each time. Here's the arithmetic behind doing it once instead.
Read10 July 2026
What an MCP tool actually is, in plain English
MCP comes up constantly in TaskMate's docs and nowhere in most people's working lives. Here's what it means, without the protocol diagram.
ReadComing soon
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