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⚡ AI Lessons

Dev.to · Dwayne McDaniel
🤖 AI Agents & Automation
⚡ AI Lesson
4w ago
Shifting Security Left for AI Agents: Enforcing AI-Generated Code Security with GitGuardian MCP
The rise of AI-powered coding agents promises to revolutionize software development, boosting...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
4w ago
Protecting Developers Means Protecting Their Secrets
When most people think of "Enterprise Security," they immediately think of hardened data centers,...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Claude Code Security: Why the Real Risk Lies Beyond Code
Many cybersecurity professionals have been following Anthropic's announcement about the release of...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Who Actually Owns This Service Account?
When that AWS service account gets compromised, who do you call? A question that shouldn't be...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Extending Our Mission With Developer Endpoint Protection
Since day one, our mission at GitGuardian has been clear: prevent accidental secret exposure and...

Dev.to · Dwayne McDaniel
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The State of Secrets Sprawl 2026: AI-Service Leaks Surge 81% and 29M Secrets Hit Public GitHub
In less than a year, AI-assisted coding went from novelty to habit. What used to be a specialized...

Dev.to · Dwayne McDaniel
🏗️ Systems Design & Architecture
⚡ AI Lesson
1mo ago
How We Migrated the Heart of Our Platform to Rust
GitGuardian helps developers and security teams detect secrets (API keys, tokens, credentials) that...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Mini Shai-Hulud: A persistent supply-chain worm
On April 29th, Aikido researchers detected multiple compromised Node.js packages in SAP's namespace...

Dev.to · Dwayne McDaniel
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
AI Agents Security for Developers: Don't Let Your Agents Become a Liability
👉 TL;DR: The most common agentic AI security mistakes are ordinary security hygiene failures, now...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
How We Got a CISA GitHub Leak Taken Down in Under a Day
On May 14, 2026, GitGuardian found what looked like leaked CISA secrets in a public GitHub repository...

Dev.to · Dwayne McDaniel
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
The Future Of GitHub Actions Security And What You Can Do Right Now
GitHub's new Actions security roadmap is a sign that the industry has finally accepted something many...

Dev.to · Dwayne McDaniel
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Vercel April 2026 Incident: Non-Sensitive Environment Variables Need Investigation Too
Vercel's April 2026 breach started with Context.ai, a third-party AI tool. An attacker compromised...
Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
GitGuardian Now Flags Admin and Overprivileged Identities Across AWS, Entra, and Okta
Not all leaked secrets carry the same risk. A leaked credential attached to a read-only logging job...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Top 11 Identity Orchestration Tools and Platforms for 2026
TL;DR: Identity orchestration unifies fragmented IAM environments by connecting identity providers,...

Dev.to · Dwayne McDaniel
⚡ AI Lesson
2mo ago
API Keys Security & Secrets Management Best Practices
TL;DR: Master API key management best practices by never storing unencrypted secrets in git,...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Local Guardrails for Secrets Security in the Age of AI Coding Assistants
Software supply chain security used to feel like a problem that lived somewhere else. The repository...

Dev.to · Dwayne McDaniel
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Short-Lived Credentials in Agentic Systems: A Practical Trade-off Guide
Agentic systems need short-lived credentials as a baseline security control. That point is pretty...

Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
No Off Season: Three Supply Chain Campaigns Hit npm, PyPI, and Docker Hub in 48 Hours
After a few quieter weeks, three supply chain attacks put secrets back in the spotlight. Between...
Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
ATLSECCON 2026: Context, Identity, and Restraint in Modern Security
Harbor cities understand accumulated risk. Cargo moves in quietly. Weather shifts by degrees. One bad...

Dev.to · Dwayne McDaniel
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
AI Agents Authentication: How Autonomous Systems Prove Identity
TL;DR: AI agents are acting entities given more and more autonomy to execute tasks, write code, and...
Dev.to · Dwayne McDaniel
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
Honeytokens on the Developer Workstation: When Cleanup Takes Time
Supply chain security has moved closer to the humans with hands on the keyboard. For years, security...

Dev.to · Dwayne McDaniel
⚡ AI Lesson
10mo ago
DjangoCon US 2025: Security, Simplicity, and Community
Django is a way to build web applications, powering thousands of websites, including Instagram,...
DeepCamp AI