Features
AI Agent Secrets: Keep Credentials Behind the Tool Boundary
Review whether credentials stay in execution services rather than prompts, tool outputs, errors, screenshots, or analytics.
Oct 29, 2026 · 3 min read
FailSafe insights
Security research and insights
Incident reporting, security research, practical guides and product updates.
Recent articles
Features
FailSafe vs Hadrian: Exposure Context and Deep Application Testing
Compare FailSafe and Hadrian Atlas/Nova around application depth, exposure context and controlled AI-system assessment.
Oct 29, 2026 · 3 min read
Features
BOLA testing: evidence for object-level API authorization
An API BOLA assessment should establish whether a permitted user can access another owner's object, using synthetic accounts and an explicit ownership policy. A successful login al
Oct 29, 2026 · 3 min read
Features
Pentest Evidence vs Alert Volume: A Better Buying Scorecard
Evaluate offensive security by accepted impact, usable remediation and retest evidence rather than raw finding counts.
Oct 29, 2026 · 3 min read
Features
Cloud Pentest Scope: Map Ownership and Shared Responsibilities
Prepare cloud testing boundaries across accounts, projects, applications, managed services, third parties, and operational controls.
Oct 29, 2026 · 3 min read
Features
ISO 27001 Pentesting: Build a Risk-Based Testing Plan
Connect penetration testing to your ISMS risks, system boundaries, treatment decisions, and evidence needs without promising certification.
Oct 29, 2026 · 3 min read
Features
RAG Deletion Testing: Follow the Document Beyond the Index
Plan deletion checks across source files, chunks, embeddings, answer caches, and citations without claiming all copies disappear immediately.
Oct 29, 2026 · 3 min read
Features
Secret lifecycle assessment: issuance, use, rotation, and removal
A secret lifecycle assessment should follow credentials through their intended use and retirement. Finding no secret in the current repository does not establish that build logs, d
Oct 29, 2026 · 3 min read
Features
Race condition assessment: prove state integrity with bounded tests
A race condition assessment should test whether a business invariant survives overlapping operations. It should establish a small, observable state inconsistency in an authorized e
Oct 29, 2026 · 3 min read
Features
FailSafe vs Bugcrowd: Focused Assessment or Researcher Program?
Compare FailSafe with Bugcrowd around scoped evidence, researcher-led programs, AI-system assessment and remediation ownership.
Oct 29, 2026 · 3 min read
Features
Public-Sector Agentic Pentesting: A Sovereign Deployment Brief
Prepare a public-sector assessment brief covering data classes, operating authority, evidence and partner-led delivery.
Oct 29, 2026 · 3 min read
Features
Agentic Pentesting vs BAS for AI Workflows
Choose between control validation and adaptive AI-workflow investigation using distinct evidence and acceptance criteria.
Oct 29, 2026 · 3 min read
Research
Keeping Autonomous Agents In Bounds: How Swarm Protects Target Infrastructure
How FailSafe Swarm applies deterministic command gates, runtime scope enforcement, and sandboxing so autonomous pentest agents cannot damage target systems.
Sep 15, 2026 · 6 min read
Features
Pentest Severity Triage: Add Business Context Without Hiding Findings
Use a structured triage record to connect technical severity, demonstrated impact, deployment exposure, and remediation ownership.
Oct 29, 2026 · 3 min read
Features
APAC Agentic Pentesting: Pair Technical Evidence with Local Delivery
Plan an APAC enterprise assessment around customer trust, partner responsibilities and deployment-specific data boundaries.
Oct 29, 2026 · 3 min read
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Frequently asked questions
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The FailSafe blog covers security research, exploit analysis, case studies, product updates, company news, and practical guidance for protecting critical systems.
Use the category filters on this page to browse research, features, case studies, hacks, FailSafe news, and product articles.
Yes. The research section includes analysis and findings produced by FailSafe's security team, alongside technical case studies and commentary on emerging threats.
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