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We benchmarked four approaches to giving an AI assistant access to a system. Here’s what the numbers say.

50+ open-source orgs are rebuilding how they evaluate contributors. Here’s what’s emerging.

Agentic systems are replaying hidden technical debt from early ML, and the missing control plane is where the biggest risk accumulates.

A comparative map of workflow orchestration platforms as of March 2026, covering execution maturity, product vision, and market positioning.

The xkcd comic shows one person in Nebraska holding up the internet. Who is it?