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Thoughts on compliance automation, engineering workflows, and the future of audit-ready software delivery.
SOC 2 CC8.1: What Auditors Actually Want to See in Change Management Evidence
SOC 2 CC8.1 requires organizations to demonstrate controlled change management. Here is what auditors evaluate and how automated evidence capture eliminates the compliance scramble.
Read moreSOX ITGC Evidence Automation: Eliminating 400+ Hours of Manual Work Per Cycle
SOX IT General Controls for change management consume hundreds of hours per audit cycle. Modern automation can reduce this to near-zero while improving evidence quality.
Read moreUnderstanding Your CMMC SPRS Score: The 110-Point Assessment That Determines DoD Contract Eligibility
The Supplier Performance Risk System score determines whether your organization can bid on DoD contracts. Here is how the 110-point weighted scoring system works.
Read moreWhat Auditors Actually Look For in Your Change Management Process
After talking to dozens of IT auditors, we have compiled the specific evidence they look for when evaluating change management controls, and the most common failures they find.
Read moreManual vs Automated Audit Evidence: Why the Future Is Zero-Effort Compliance
The compliance industry is shifting from pull-based evidence gathering to push-based capture at the source. Here is why automated evidence wins on quality, cost, and reliability.
Read moreWhy We Built MergeWhy
Compliance should not be a quarterly scramble. It should happen automatically, at merge time. Here is the story of why we started MergeWhy.
Read moreFedRAMP 20x: The Developer's Guide
OSCAL-based authorization is coming. The September 2026 deadline means engineering teams need to produce machine-readable compliance packages.
Read moreZero-Effort SOC 2 Evidence Collection
How MergeWhy captures SOC 2 CC8.1 evidence from your existing GitHub workflow. No spreadsheets, no screenshots, no manual evidence gathering.
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