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WebEntropyx - Educational Defensive Security Tool
9+ min ago (16+ words) File entropy calculator for defensive file analysis. School Purpose Only. Tagged with cybersecurity, beginners, opensource, cpp....
Netcalc - Educational Defensive Security Tool
9+ min ago (13+ words) IPv4/CIDR subnet calculator. School Purpose Only. Tagged with cybersecurity, beginners, opensource, cpp....
Domando o Caos das Integrações: como o Facade Pattern simplificou um checkout de e-commerce
17+ min ago (24+ words) O que é o Facade Pattern? O Facade é um padrão de projeto estrutural. Padrões estruturais, de forma... Tagged with architecture, backend, programming, softwareengineering....
Prompts Are Code. Genkit Makes the Runtime Reviewable.
16+ min ago (764+ words) A prompt can look perfect in a model playground and still fail as a product. The production input arrives in a different shape. Authentication data leaks into the prompt. The model returns prose where the UI expects JSON. A three-line…...
AI as a Fluency Machine: What Software Engineering Taught Me About Checking a Model's Answer
25+ min ago (1409+ words) We refuse to install a dependency without a lockfile, a checksum, and a license audit. Then we paste a language model's answer straight into a model file and call it velocity. The scrutiny didn't disappear — it just stopped applying to…...
Claude Code Token Compromise & Hook Hijacking: Auditing CVE-2026-21852
8+ min ago (374+ words) The transition from inline IDE autocomplete linters to autonomous, shell-wielding terminal agents (such as Anthropic's claude CLI) introduces an entirely new threat model. Terminal agents do not merely suggest code; they read configuration files, execute bash scripts, run test suites, interact…...
🐛 The Bug That Only Happened on Fridays 📅😱
18+ min ago (535+ words) Every Friday afternoon, our checkout service started throwing intermittent 500s. Not all requests, maybe 1 in 50. Not every Friday either. Just most Fridays, starting sometime after 2 pm, and always gone by Monday morning. 😩 The error was unhelpful in the way only database…...
Fileprobe - Educational Defensive Security Tool
9+ min ago (15+ words) Binary file header and metadata inspector. School Purpose Only. Tagged with cybersecurity, beginners, opensource, cpp....
OpenAI’s voice AI no longer waits for your turn — it costs $0.05 a minute
2+ hour ago (453+ words) Martin Cid Magazine Press Enter to Search Every voice AI on the market today tells you to wait before speaking. OpenAI’s GPT-Live-1 does not. The model, available through OpenAI’s API, listens and speaks simultaneously — handling interruptions, pauses, and overlapping speech…...
Five Failure Modes Evals Won't Catch And What To Do About Them
1+ hour, 34+ min ago (1076+ words) Evals are a critical part of every data and AI team’s agent development process. An engineer builds an eval, defines what a bad answer looks like, runs a judge against a test set, and ships when the score looks good....