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Dwayne McDanielOct 16, 2026 • 17 min read
AI Agent Security: Best Practices for Safe Deployment
TL;DR AI agents are already causing incidents: 54% of organizations have experienced an AI agent....
#ai#security#devsecops#agentsecurity
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Dwayne McDaniel2d ago • 10 min read
Leaked API Keys in LLMs: How AI Agents Expose Secrets
TL;DR LLMs can reproduce real leaked keys: Using only API output access, researchers...
#ai#security#devsecops#appsec
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Dwayne McDaniel1d ago • 17 min read
Credential Layer Security Explained: Scope and Controls
TL;DR The credential layer is every surface holding a secret: Code, cloud, laptops,...
#security#devsecops#appsec#secrets
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Dwayne McDaniel3d ago • 7 min read
Why We Built the Good Samaritan Program at GitGuardian
Before GitGuardian was a company, it was a side project. We were two data scientists looking for...
#security#opensource#devsecops#github
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Varun Poojari3d ago • 3 min read
When you point an AI coding agent at a hostile repo, whose settings does it obey?
AI coding agents make good security reviewers. They can read a repo the way a human reviewer would.....
#security#ai#opensource#devsecops
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Pradeep Kandepaneni5d ago • 5 min read
Securing a Service's Supply Chain — and What the Scanner Actually Caught, for $0
SBOM, a vulnerability scan with a provable blocking gate, keyless signing, and a cluster that reject...
#kubernetes#containers#cve#devsecops
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FonzOct 16, 2026 • 7 min read
Langflow Security: RCE Risks, MCP Exposure, and How to Protect AI Workflows
# Langflow Security: RCE Risks, MCP Exposure, and How to Protect AI Workflows AI development is...
#ai#cybersecurity#devsecops#discuss
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BreachLine Labs5d ago • 4 min read
Continuous Security Testing for Small Teams: What to Test, How Often, and Who Owns It
Small teams rarely have a security department. They have a few developers, maybe a team lead, and...
#security#devops#devsecops#beginners
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StaticSpider2d ago • 3 min read
What a Stranger Can Learn About Your Site Without Ever Logging In
Series note: part of an occasional series on outside-in security basics. Most security advice start...
#security#webdev#devsecops#programming
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Bohdan Hordii4d ago • 3 min read
Architectural Deep-Dive: Behavioral Couplings: From Formation to Behavioral Emergence in Language Models
Transitive Behavioral Couplings: Why Downstream LLM Fine-Tuning Silently Unlocks Critical...
#security#ai#devsecops#architecture
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Ivan's Cybersecurity Notes4d ago • 4 min read
Парсим ОУД4: что Банк России на самом деле хочет от вашего кода, сборки и Secure SDLC для софтверных компаний ФинТеха
КОПИЯ СТАТЬЯ (ПЕРЕНОС С ДРУГОГО ХОСТИНГА) ОТ 19 Марта 2026 TL;DR ОУД4 — это момент, когд...
#devsecops#appsec#sdlc#bankrussia
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StarkMan3d ago • 3 min read
Jenkins at 3 and Kubernetes at 1: When a Small Count Means a Missing Signature
Why single-digit counts for widely deployed CI/CD platforms indicate signature gaps, and how to chec...
#zoomeye#measurement#devsecops
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Naveen Karasu2d ago • 3 min read
Day 13/90: Terraform workspaces
Security infrastructure notes on terraform workspaces with Terraform, Ansible, policy, and pipeline ...
#terraform#ansible#devsecops#security
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TECHDEV1d ago • 6 min read
Your scanners pass. Your audit evidence doesn't exist. We built the missing layer.
Every regulated team I know has the same quiet problem: the pipeline is green, the scanners are happ...
#devsecops#opensource#security#githubactions
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Naveen Karasu2d ago • 3 min read
Day 17/90: AWS RDS provisioning
Security infrastructure notes on aws rds provisioning with Terraform, Ansible, policy, and pipeline ...
#terraform#ansible#devsecops#security
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