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Categorias em Destaque
Seção intitulada “Categorias em Destaque”Cibersegurança
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Procurar →Latest Cheat Sheets
KubescapeOpen-source Kubernetes security platform for posture management, compliance scanning, vulnerability detection, and misconfiguration remediationBruno CommandsComprehensive Bruno Git-native API client commands and workflows for API testing, development, and team collaboration.Grafana Alloy CommandsComprehensive Grafana Alloy commands and workflows for unified telemetry collection, OpenTelemetry pipelines, and observability.Snyk CommandsComprehensive Snyk security scanning commands and workflows for finding and fixing vulnerabilities in code, dependencies, containers, and IaC.Terra Security CommandsComprehensive Terra Security agentic penetration testing platform commands and workflows for AI-driven security testing.Brutus CommandsComprehensive Brutus multi-protocol credential testing tool commands for penetration testing and security assessments.Caido CommandsComprehensive Caido web security testing proxy commands and workflows for penetration testing and bug bounty hunting.Pompelmi CommandsComprehensive Pompelmi file upload security scanning commands for Node.js application protection.
Latest Blog Posts
Behavioral Supply Chain Security in 2026: Catching Malicious Packages Before They RunCVE scanners tell you about yesterday's known bugs; they say nothing about the malicious package published an hour ago. A guide to behavioral supply chain security in 2026 — how tools like Socket, Syft, Grype, and Sigstore fit together to defend the open-source dependency tree.Production RAG in 2026: Hybrid Search, Reranking, and GraphRAGThe naive embed-and-retrieve RAG of 2023 quietly failed in production. This guide covers the architecture that actually ships in 2026 — hybrid search, cross-encoder reranking, GraphRAG, and the evaluation discipline that holds it all together.AI-Powered Offensive Security in 2026: The MCP Tool-Server BoomIn eighteen months the offensive-security world went from a handful of AI experiments to seventy-plus tools, and the Model Context Protocol is the connective tissue. A look at how MCP tool-servers like pentest-ai and HexStrike are reshaping pentesting — and what defenders should take from it.Reinforcement Fine-Tuning for Agents in 2026: GRPO with ART, verl, and OpenRLHFSupervised fine-tuning teaches an agent what good answers look like; reinforcement learning teaches it to get good outcomes. A practical guide to training multi-step LLM agents with GRPO using ART, verl, and OpenRLHF — architectures, reward design, and when to use each.Visual AI Agent Builders in 2026: Langflow vs Dify vs n8nCode-first agent frameworks get the headlines, but visual builders are how most teams actually ship LLM apps in 2026. A deep comparison of Langflow, Dify, and n8n — architecture, RAG, agents, deployment, and when to reach for each.Agentic RAG Architecture Patterns: Building Autonomous Retrieval SystemsExplore the evolution from naive RAG to agentic RAG architectures. Learn how to build autonomous retrieval systems with LangGraph, evaluate with RAGAS, and implement production patterns for reliable AI agents.eBPF for SREs: A Production Profiling GuideMaster eBPF-based production profiling with bpftrace, bcc-tools, and perf. Learn practical workflows for CPU analysis, latency tracing, memory leak detection, and I/O profiling in production Linux systems.Fine-Tuning LLMs in 2026: Axolotl vs Unsloth vs TorchTune vs TRLA comprehensive comparison of the four leading LLM fine-tuning frameworks in 2026. Benchmarks, architecture choices, and practical guidance for choosing the right tool for your training workload.
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