Blog
Field notes on security you can prove.
Scenarios and playbooks from both sides of the platform — offensive research and AI security posture.
ScopeSafe AIJuly 3, 2026
The Shadow AI in Your Codebase — and Why You Need an AI Bill of Materials
Your engineers shipped LLM agents, tools, and MCP servers faster than security could track them. Here's how an AI-BOM turns invisible AI risk into something you can inventory, govern, and gate in CI.
ReadPlatformJuly 3, 2026
Offense and Defense on One Proof Layer: The Case for a Unified Security Platform
A SaaS company runs a bug bounty program and ships AI features. That's two security motions, two toolchains, and two audit stories — unless they share one tamper-evident spine. Here's why consolidating pays off.
ReadScopeSafe ResearchJuly 3, 2026
Bug Bounty Without the Blast Radius: Keeping Offensive Work In-Scope and On the Record
The value of a finding is capped by how defensible it is. Here's how a scope guard, a tamper-evident audit trail, and an evidence vault turn authorized offensive research into work that holds up under scrutiny.
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