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Articles

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Vulnerability Management

How to Build a Vulnerability SLA Dashboard

Track remediation SLAs across projects with a self-service dashboard that surfaces aging findings, breach risk, and team accountability — complete code inside.

Mar 15, 20265 min read
Compliance

SOC 2 readiness assessment guide

What a SOC 2 readiness assessment actually covers, how long it takes, what it costs, and where supply chain risk fits in alongside tools like Drata.

Mar 15, 20267 min read
Emerging Technology

Confused Deputy Attacks on CI/CD Service Accounts

Build systems hold broad trust and tight deadlines, which makes them perfect confused deputies. Here is how the attack pattern shows up in modern CI/CD and how to defang it.

Mar 15, 20268 min read
DevSecOps

Signing Python Wheels in Production

PyPI supports attestations now. Here is how to actually sign Python wheels in a CI pipeline, verify them at install time, and deal with the rough edges.

Mar 15, 20266 min read
Industry Analysis

Grafana Loki for Build Pipeline Logs: Patterns That Scale

Design a Loki-based log pipeline for CI/CD observability and supply chain forensics. Labels, retention, LogQL patterns, and cost discipline from the field.

Mar 15, 20267 min read
Compliance

Who needs SOC 2 compliance? A breakdown by company stage/...

SOC 2 isn't legally required, but it's now a deal-blocker as early as seed stage. Here's a stage-by-stage, industry-by-industry breakdown of who actually needs it.

Mar 15, 20268 min read
Concepts

What is a Reachability Analysis in SCA

Reachability analysis checks whether your code actually calls the vulnerable function inside a dependency — the difference between 400 alerts and 12 that matter.

Mar 15, 20266 min read
Licensing

The Apache License, Version 2.0: What It Actually Requires

What the Apache License, Version 2.0 actually obligates you to do — attribution, notice files, and the patent grant most summaries skip.

Mar 15, 20265 min read
Compliance

How to choose the right SOC 2 audit firm / auditor

Drata and similar platforms automate SOC 2 readiness, but they can't issue your audit report. Here's a concrete framework for vetting the CPA firm that actually can.

Mar 15, 20267 min read

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