When investigating intrusion attempts or suspicious login activity in Windows environments, one of the most overlooked sources of truth lies in the authentication failure logs — specifically, Kerberos Event ID 4771 and NTLM Event ID 4776 . These tiny events, often lost in the noise of massive log volumes, can tell a deep story: Was someone trying to guess passwords? Was an attacker using a stolen hash? Or was it just a misconfigured system clock? Kerberos Pre-Authentication

I know, I know — Log Analysis doesn’t sound like the most exciting topic these days . Everyone in cybersecurity has gone through it at some point, and if you’ve sat in an interview, you’ve probably been asked about it too. There are already tons of articles and videos on this topic out there. But here’s the thing — log analysis isn’t about knowing event IDs by heart . It’s about correlating different events together to tell a story . That’s the part most people miss. And tha

Hey everyone Let’s talk about one of the most underrated but dangerous parts of automation and DevOps: secrets management . You might not realize it, but every single system you build — whether it’s an app, CI/CD pipeline, or cloud deployment — has secrets . These are things like API tokens, SSH keys, database passwords, and service credentials that your automation tools, containers, and scripts need to function. -------------------------------------------------------------

When we talk about secure coding , we usually think about the code we write — avoiding insecure functions, preventing injections, or...

If you’ve ever worked on secure coding or DevSecOps pipelines, you’ve probably come across the term SAST — Static Application Security...