DevOps

IBM's new Granite 4.2 models ride the wave of interest in local LLMs

The focus is on agentic capability and predictable enterprise deployment.

Automating cross-repo documentation with GitHub Agentic Workflows

Explore how the Aspire team turns merged product changes into SME-reviewed docs pull requests, closing the gap between release and documentation. Th…

Improving token efficiency in GitHub Agentic Workflows

Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, fo…

Validating agentic behavior when “correct” isn’t deterministic

How to build the “Trust Layer” for Github Copilot Coding Agents without brittle scripts or black-box judgements by using dominatory analysis. The po…