Nodexo Crosses 50 Verified GPUs on Bittensor

Nodexo, a decentralized compute network operating as Bittensor subnet 106, announced Friday that it has crossed 50 verified GPUs online. The network spans seven GPU classes across six countries, including consumer-grade RTX 4090s and high-end NVIDIA H200s, with 99.9...

read more
Designing an XP System for Real-Life Skills

Designing an XP System for Real-Life Skills

Check out the previous entry in the series:Can a new iOS developer ship an app in two monthsIn case you still decide to skip on reading arguably one of the best literary articles ever written, let me just remind you that Levely is an RPG inspired focus-timer app in...

read more
Benchmarking Cheap LLMs for Production Agent Traces

Benchmarking Cheap LLMs for Production Agent Traces

We run one LLM call on every agent trace we ingest: it reduces the trace to a short, searchable digest. Because it runs on every trace from every customer, it is the most frequent LLM call we make, and its cost is the one that grows fastest with our usage. So we...

read more

When AI Automation Measures the Wrong Thing

You called your bank last week, or your airline, or your phone company. And somewhere in the first thirty seconds you did the thing everybody does. You pressed zero. Or you said “operator.” Or you said “representative” a little louder than you meant to.Hold onto that...

read more
Token Debt Is the New Technical Debt

Token Debt Is the New Technical Debt

In almost twenty-five years in development I have watched the economics of software change: we paid for servers, then for compute, then for requests and data.In 2020, after the GPT-3 API launched, we started paying per token, and the token became a unit of billing. In...

read more
Fastest HR Systems to Implement in 2026

Fastest HR Systems to Implement in 2026

BambooHR is often reported to get a small team up and running in around two weeks. A Workday rollout for the same headcount is measured in months, sometimes closer to a year and a half. Same category of software, wildly different timelines, and that gap is exactly...

read more
Total Security 365