
Cloud Native Developer Experience | Reducing the TOIL
Table of Contents
A presentation about the developer experience and how to reduce the TOIL, given at Tech Radar Conference #3 - 2021.

A presentation about the developer experience and how to reduce the TOIL, given at Tech Radar Conference #3 - 2021.

TL;DR
MiniMax M2.5 is a 230B-parameter model that activates only 4% of its weights per token — yet scores 80% on SWE-bench Verified, putting it neck-to-neck with Anthropic Opus 4.6 at roughly 3% of the cost. At ~$1,892/year for a continuously running agent, the “always-on agent” is no longer a thought experiment. The cost of intelligence is approaching the cost of electricity, and Jevons’ Paradox says: demand is about to explode.
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Cloud-Native | there’s no place like 127.0.0.1 Haggai Philip Zagury DevOps Group & Tech Lead, Tikal Knowledge
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A 30 minuets video on the 15 factors and how they become achecklist to me.
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