For Security teams
Why hand-coded rule libraries lose the second the standard updates
We measured the half-life of a SOC 2 rule library against the framework's actual revision cadence. The gap is worse than you think.
April 22, 2026
For everyone evaluating CME
Field notes.
From the build. No round-up posts, no listicles. We write when we learned something.
For GRC + Compliance leaders
Your Trust page is the most valuable hypothesis source you have
Public commitments encode the controls you said you have. We mine them before touching framework controls.
April 8, 2026
For GRC + Compliance leaders
Every finding cites a corpus chunk. Here's why that matters to auditors
Auditors don't accept 'because the model said so.' We persist the corpus chunk + the AWS observation behind every finding.
March 20, 2026
For Engineering leaders
We built AWS-only. On purpose.
Three-cloud breadth dilutes the brain. Org-aware AWS depth — Identity Center, SCPs, Bedrock guardrails — beats surface multi-cloud.
March 4, 2026
For Cloud + DevOps engineers
What we learned ingesting NIST SP 800-53 Rev. 5
1,000+ pages, table-of-contents pages that look like criteria, control IDs that span multiple paragraphs. Field notes on the chunker + extractor we tuned.
February 19, 2026