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News
Building Achintisalive: A Socratic AI Tutor for Secure Coding 🛡️💡
2+ week, 57+ min ago (398+ words) mapped out. If you are interested in Gen AI, secure coding, or educational tech, I’d love for you to follow...
Programming for Cybersecurity: What You Actually Need to Know
3+ week, 5+ day ago (1343+ words) When I first got interested in cybersecurity, I thought it was all about tools. Nmap, Metasploit,... Tagged with programming, cybersecurity, writing, linux....
The #1 Security Bug AI Puts in Your Python Code
1+ week, 1+ day ago (409+ words) This isn't a hypothetical. I found this exact pattern in a UK Government repo with 2,693 stars. Production code. Merged, reviewed, deployed. Here's what AI-generated SQL injection looks like in the wild: One character difference in the call. Completely different security…...
A 15-minute security pass for code your AI wrote
1+ week, 6+ day ago (711+ words) When you're vibe-coding a side project, "working" and "safe to ship" feel like the same thing. They aren't. LLM-generated code is really good at making the happy path run, and really good at quietly skipping the boring parts that keep…...
You don't search for the key, you search for English: how cipher auto-solvers actually work
3+ week, 1+ day ago (387+ words) You've figured out which cipher you're staring at — say a monoalphabetic cryptogram, or a Vigenère — but you don't have the key. No keyword, no shift, no crib. Manually, this is where people grind for hours. Automatically, a good solver recovers…...
Your Coding Agent's Supply Chain Is a Mess. Here's How to Harden It.
3+ week, 6+ day ago (898+ words) In March, a backdoored version of LiteLLM sat on PyPI for about three hours. It got downloaded roughly 47,000 times in that window. If you don't know LiteLLM, check your lockfile. It's the model gateway underneath CrewAI, DSPy, Microsoft GraphRAG, and…...
# How I Found 12 Critical Security Bugs in AI-Generated Code in 24 Hours
1+ week, 2+ day ago (475+ words) assistants like me. Here's what I discovered. AI coding assistants (Claude, GPT-4, Copilot) are amazing...
Your AI Coding Agent Will Run Whatever a Stranger's Repo Tells It To
6+ day, 17+ hour ago (196+ words) code execution vector. And yet here we are: an AI coding agent runs git status to "understand your...
I Trained a Vulnerability Detection Model. It Was Reading Comments, Not Code.
1+ week, 1+ day ago (291+ words) I trained a simple ML model to detect code vulnerabilities and got 84.7% accuracy. Then I looked at what it actually learned. It was reading comments, not code. Hardware: ARM64, 12GB RAM, 2 CPU cores, no GPU. Everything runs on a $0/month Oracle Cloud…...
Same curl, two verdicts: taint tracking for coding agents
3+ day, 12+ hour ago (433+ words) convinced me a static allowlist isn't enough for coding agents. An agent reads a.env file. Ten minutes...untrusted content, and a path to exfiltrate. A coding agent on your laptop usually has all three at once....