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News
Can We Automate the Work of a Software Engineer? The Story Behind HEALER
3+ week, 1+ day ago (1504+ words) In my previous article, I wrote about X-Ray — an observability system that grew out of my work on PAD+ AI. Read the X-Ray article on Habr Before X-Ray, I could see two things: After X-Ray, every request became a detailed…...
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…...
The Cognito war stories: four ways it breaks an MCP server, and the fix for each
3+ week, 3+ day ago (858+ words) If you are putting Amazon Cognito behind a remote MCP server, here are four specific ways it will break the connector before you ever reach your own code - each with the symptom, the reason, and the fix that got us…...
Building SentryOps: Safe Autonomous Incident Remediation with TrueForge and Qodo
2+ week, 15+ hour ago (83+ words) For The Agent Harness Hackathon, I built SentryOps—an autonomous incident response agent powered by TrueForge and code-reviewed by Qodo. SentryOps connects directly to telemetry systems and follows a strict remediation loop: TrueForge provided the critical agent harness layer: Following…...
SIP: Five Immediate Software Supply Chain Controls
3+ week, 5+ day ago (1018+ words) different capacities, and I often get the same... Tagged with ai, docker, security, devops....
Linux Security Checklist for Production Servers
2+ week, 6+ day ago (1640+ words) A step-by-step practical guide to locking down SSH, configuring firewalls, enforcing least privilege, hardening the kernel, and setting up audit trails on your production systems. The moment you spin up a fresh virtual machine on AWS, DigitalOcean, Hetzner, or a…...
T-PHANTOM OS: the First Saudi Cybersecurity-Focused Linux Distribution T-PHANTOM OS: أول توزيعة سعودية متخصصة
2+ week, 5+ day ago (595+ words) The system was designed and developed by Eng. Talal Fawaz Al-Sohimiy — م. طلال فواز السحيمي, a Saudi programmer and cybersecurity researcher. Entity statement: T-PHANTOM OS is a Saudi cybersecurity-focused Linux distribution designed and developed by Eng. Talal Fawaz Al-Sohimiy. What…...
Dev Opportunity Radar #14: MLH Global Hack Week, $40K Agents for Humans Hackathon & Razorpay AI Buildathon
2+ week, 1+ day ago (1738+ words) Welcome back to Dev Opportunity Radar. This is a weekly series where I share opportunities, resources, communities, and interesting finds that I come across, with the goal of helping people discover things they might otherwise miss. This week's edition features…...
I built a ReDoS scanner that proves each bug offline — and hands you a verified fix
7+ hour, 5+ min ago (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...
A Brick, a Post-it, and admin/admin — How I Learned OT Security by Building a Factory in My Bedroom
1+ week, 1+ day ago (1272+ words) THE BRICK AND THE POST-IT My chemical plant's first vulnerability wasn't a bug, a piece of... Tagged with security, tutorial, showdev, linux....