How to Prevent IDOR Vulnerabilities in Django REST APIs An authenticated user changes /api/orders/42/ to /api/orders/43/ and reads someone else's order. No privilege escalation needed — the endpoint just returns it. This is IDOR in its simplest form, and it's endemic in Django REST Framework code because DRF makes it trivially easy to wire up a ModelViewSet that exposes every object in a table.
If you've tried to follow any AI coding discussion in the last six months, you've probably felt like everyone suddenly started speaking a dialect you never signed up to learn. "Vibe coding." "Agentic workflows." "Context windows." "Prompt engineering." The jargon is multiplying faster than JavaScript frameworks, and that's saying something. Matt Pocock — who you might know from his TypeScript educ
GitHub Copilot just got a lot more complicated — and not in a good way. If you tried to sign up for Copilot Pro recently and hit a wall, that's not a bug. GitHub quietly paused new sign-ups for Copilot Pro, Pro+, and Student plans starting in late April 2026. No end date announced. No workaround offered. Just a message and a door that won't open. That alone would be worth covering. But they made t
A few months ago I was thinking about a problem that almost every freelancer and small business owner faces: customers message at midnight asking "are you free Thursday?" and by morning, they've already booked someone else. So I built SmartDeskPro — a tool that gives small businesses a professional booking page and a 24/7 AI chat assistant. No staff required. Small businesses lose bookings every d
Anthropic now ships at least three different memory models inside the Claude product family, and they don't behave the same way. Claude.ai has a chat memory feature for Pro, Max, Team, and Enterprise users that summarizes prior conversations and injects that summary into new chats. Claude Code has CLAUDE.md files plus a separate "auto memory" directory the model writes to itself, both loaded at se