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News
PicoCTF Wireshark Doo Dooo Writeup — Extract a Flag from an HTTP Capture
32+ min ago (359+ words) A.pcap file is provided. Filtering on the HTTP protocol and following the TCP stream (Follow → TCP Stream) of the relevant request, the flag appears in plaintext in the response body. The challenge provides a single capture.pcap file, with no…...
Code Dictator vs Wispr Flow vs Claude Code vs Copilot CLI: Free Voice Dictation for AI Coding in VS Code
17+ min ago (447+ words) Voice input for AI coding assistants got crowded fast in 2026. If you're picking a tool, here's a direct, feature-level comparison — including where the tools we didn't build genuinely win. The honest limitation: it's VS Code-only, and it depends on a…...
Crawl Budget Is Often an Architecture Problem
15+ min ago (295+ words) Crawl budget sounds like a Google problem. Sometimes it's actually a website problem. When crawlers spend time on thousands of low-value URLs, the immediate instinct is often: How do we make Google crawl differently? A better first question may be:…...
Construindo um Pipeline de Processamento de Pedidos com o Padrão Chain of Responsibility em Java
4+ min ago (466+ words) Sistemas que processam uma entrada por múltiplas etapas sequenciais — validação, transformação, enriquecimento, persistência — costumam cair em uma armadilha comum: todas as etapas ficam concentradas em um único método gigante, cheio de if/else aninhados, cada um responsável por uma verificação…...
Holdout Ledgers Keep Agent Scores Honest
18+ min ago (1654+ words) A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be re-run by a stranger. Teams that skip that freeze often publish marketing numbers dressed as evaluation, then discover they cannot reproduce the run....
Your Free Probe Passed. You Still Measured the Wrong Box
59+ min ago (1002+ words) Your free probe passed on a scratch box. That green badge still measured the wrong machine. A green free endpoint is a cheap probe. It is not a production ship gate. Treat it like a probe, or you ship luck....
First Rollback: Revert the Agent PR You Cannot Explain
35+ min ago (783+ words) Your first AI pull request will often need rollback. Plan that rollback before you merge anything. You lack repo history on day one. Agents still produce large and confident diffs today. A rollback plan keeps that blast radius tiny. First…...
AI Security Cannot Be Legislated Into Existence
55+ min ago (563+ words) Regulation sets the rules. Architecture enforces them. Conversations about AI safety revolve around model behavior and future regulation. These discussions matter. They remain incomplete. The Real Security Boundary Is Not Intelligence The decisive factor is not model intelligence. The decisive…...
🎧 Your AI Agent Is Thinking. You're Just Staring at a Blank Screen.
35+ min ago (27+ words) You know the moment. You hit enter, the agent starts "thinking," and for the next 15 to 45 seconds... Tagged with ai, productivity, devtools, opensource....
The Hidden SEO Cost of E-Commerce Filters
35+ min ago (338+ words) Filters are essential to e-commerce. They're also one of the easiest ways to create thousands of URLs nobody intentionally planned. Imagine a store where users can filter products by: brand, color, price, size, availability, and style. Each filter is useful....