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Thoughts on compliance automation, engineering workflows, and the future of audit-ready software delivery.
CMMC L2 in Plain English: The 110-Point DoD Scoring System Explained
The CMMC SPRS scoring system looks intimidating at first. Here is how the 110-point model works, why each control matters, and how automated evidence capture improves your score.
Read moreSPRS Scoring Explained: The Weighted System Behind CMMC Readiness
The SPRS weighting system is not intuitive. This guide breaks down exactly which controls have the highest impact on your score and how to prioritize your security investments.
Read moreSOC 2 Evidence Automation Checklist: What Every SaaS Startup Needs
If you are a Series B-D SaaS company preparing for SOC 2, here is a checklist of evidence automation tasks that will cut audit prep time from 6 weeks to 2 weeks.
Read moreThe 400 Hours Cloud Posture Tools Don't Save You
Cloud posture monitoring excels at infrastructure configuration. But when auditors sample code changes and ask for proof of authorization, review, and testing, you are on your own. Here is the gap and how to fill it.
Read moreCMMC Phase 1 Is Live: What Defense Contractors Need to Know About Change Evidence
Phase 1 enforcement started November 2025 and 99% of contractors are not ready. Here is what NIST 800-171 requires for change evidence and how to automate it before Phase 2 arrives.
Read moreWhy Your SOX ITGC Auditor Will Love Automated Change Evidence
SOX ITGC auditors spend hundreds of hours assembling change evidence packages. Automated capture at merge time eliminates 95% of that work while improving evidence quality and consistency.
Read moreSOC 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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