Blog

Insights on AI code generation, code quality, and engineering productivity.

·1 min readproduct
Introducing probatum — Code, proven.

Meet probatum: an autonomous AI software engineer that generates production-ready code and validates every output through a 5-dimension Quality Engine.

·1 min readengineering
How the Quality Engine works

A technical deep-dive into probatum's 5-dimension quality scoring system that validates every line of AI-generated code.

·1 min readcomparison
probatum vs Devin — which AI engineer should you choose?

A detailed comparison of probatum and Cognition's Devin across capabilities, pricing, quality scoring, and developer experience.

·1 min readuse-case
From contract signed to first delivery in 2 days with AI

How IT services companies use probatum to compress Sprint-0 from 4 weeks to 2 days — with quality proof.

·2 min readlisticle
7 best AI coding tools in 2026

A comprehensive comparison of the top AI coding assistants and autonomous engineers available in 2026, from Copilot to probatum.