Le JSON tool call stanno cedendo agli agent che agiscono scrivendo Python. Questa guida spiega il paradigma code-first agent — perché riduce le LLM call e migliora la performance — attraverso smolagents e Pydantic AI, più il sandboxing che lo rende sicuro.
Nessuno scanner singolo trova ogni vulnerabilità web. Questa guida spiega il dynamic application security testing nel 2026 e come i tool open-source — ZAP, Nuclei, Wapiti, Nikto — si adattano in una pipeline DAST a strati che si integra con CI/CD.
Le finestre di contesto non sono memoria. Questa guida esamina il panorama della memoria degli agenti del 2026 — Mem0, Cognee, Graphiti/Zep e Letta/MemGPT — spiegando gli approcci vettore, grafo e temporale, e come scegliere un livello di memoria che persiste veramente quello che importa.
Non c'è un unico miglior modo per eseguire un LLM più — c'è un piccolo insieme di motori maturi, ciascuno con una personalità. Una guida pratica al paesaggio di inferenza del 2026: servizio ad alto throughput, inferenza locale/edge, larghezza di quantizzazione e come scegliere.
Ogni sistema RAG è buono quanto i documenti che ha ingerito. Questa guida copre lo stack di document-parsing e chunking del 2026 — Docling, Marker, Unstructured e chunking toolkit — e perché ottenere l'ingestione giusta importa più della scelta di un vector database.
Gli agenti di sicurezza userspace stanno cedendo il passo a eBPF, che guarda il kernel stesso con meno dell'1% di overhead. Un profondo confronto tra tre tool open-source di runtime security eBPF — Falco, Tetragon e Tracee — coprendo il rilevamento, l'enforcement, la forensics e come scegliere.
Non puoi migliorare un'app LLM che non puoi vedere. Questa guida copre lo stack di osservabilità che esce nel 2026 — tracciamento distribuito per agenti, valutazione LLM-as-judge e perché OpenTelemetry è diventato lo standard connettivo, con Phoenix, Langfuse e MLflow come esempi funzionanti.
Il toolkit di rete classico — ping, traceroute, dig — ancora funziona, ma una generazione di strumenti Rust e Go rende la diagnosi della latenza, del routing e del DNS drammaticamente più veloce. Una guida pratica al moderno toolkit CLI di rete e ai flussi di lavoro che effettivamente trovano i problemi.
Gli scanner CVE ti parlano dei bug noti di ieri; non dicono nulla del pacchetto malevolo pubblicato un'ora fa. Una guida alla sicurezza della supply chain comportamentale nel 2026 — come strumenti come Socket, Syft, Grype e Sigstore si adattano insieme per difendere l'albero delle dipendenze open-source.
Il naive embed-and-retrieve RAG del 2023 è silenziosamente fallito in produzione. Questa guida copre l'architettura che effettivamente spedisce nel 2026 — ricerca ibrida, cross-encoder reranking, GraphRAG e la disciplina di valutazione che tiene tutto insieme.
In diciotto mesi il mondo della sicurezza offensiva è passato da una manciata di esperimenti IA a più di settanta strumenti, e il Model Context Protocol è il tessuto connettivo. Uno sguardo a come i server tool MCP come pentest-ai e HexStrike stanno ridisegnando il pentesting — e cosa i difensori dovrebbero trarne.
Il fine-tuning supervisionato insegna a un agente come sono le buone risposte; l'apprendimento per rinforzo gli insegna a ottenere buoni risultati. Una guida pratica per addestrare agenti LLM multi-step con GRPO utilizzando ART, verl e OpenRLHF — architetture, design dei reward, e quando usare ciascuno.
I framework degli agent code-first fanno notizia, ma i builder visivi sono come la maggior parte dei team spedisce effettivamente app LLM nel 2026. Un confronto approfondito di Langflow, Dify e n8n — architettura, RAG, agent, deployment e quando raggiungere ciascuno.
Esplora l'evoluzione dal RAG naïve alle architetture RAG agentiche. Impara come costruire sistemi di recupero autonomi con LangGraph, valutare con RAGAS e implementare pattern di produzione per agenti AI affidabili.
Padroneggia il profiling in produzione basato su eBPF con bpftrace, bcc-tools e perf. Impara workflow pratici per l'analisi CPU, il tracciamento della latenza, il rilevamento di memory leak e il profiling I/O nei sistemi Linux in produzione.
Un confronto completo dei quattro principali framework di fine-tuning LLM nel 2026. Benchmark, scelte architetturali e guida pratica per scegliere lo strumento giusto per il tuo carico di lavoro di addestramento.
Una guida pratica per eseguire LLM localmente su hardware consumer. Copre llama.cpp per l'inferenza CPU/GPU, Apple MLX per prestazioni native su Silicon, strategie di quantizzazione e costruzione di applicazioni AI locali.
Esplora come l'IA e gli LLM stanno rivoluzionando i flussi di lavoro del reverse engineering. Dai plugin del decompilatore potenziati dall'IA di Ghidra all'analisi automatizzata di Binary Ninja, scopri gli strumenti che stanno ridefinendo l'analisi del malware e la ricerca sulle vulnerabilità.
Una guida completa agli strumenti CLI moderni basati su Rust che stanno sostituendo le utility Unix classiche. Da bat a eza a fd, scopri alternative più veloci e intuitive che stanno diventando il nuovo standard per sviluppatori e amministratori di sistema.
Technical analysis of the vHub device-type bypass in Cisco Catalyst SD-WAN Controller that gives attackers full fabric control, the sixth SD-WAN zero-day in 2026
Analysis of the Exchange Server XSS vulnerability exploited via crafted emails, with no patch available and Pwn2Own researchers demonstrating separate RCE chains
Breakdown of May 2026's massive patch release with CVSS 9.8 Netlogon buffer overflow, DNS Client heap corruption, and 29 critical RCE flaws across the Microsoft ecosystem
How ShinyHunters exploited Instructure's Free-For-Teacher service to steal 3.65TB of education data, defaced portals, and escalated to school-by-school extortion
Deep dive into CVE-2026-43284 and CVE-2026-43500, the Dirty Frag vulnerability chain affecting all major Linux distributions with a single-command root exploit
Breaking down the 18 features graduating to stable in Kubernetes 1.36, with focus on security improvements including User Namespaces, Dynamic Resource Allocation, and Mutating Admission Policies
CVE-2026-31431 exposes a logic bug in Linux's algif_aead crypto module that has lurked since 2017, letting any local user gain root with just 732 bytes of Python.
From AI-powered pentesting to proof-of-work bot defense, a new wave of open source security tools is transforming how teams detect, respond, and protect.
How autonomous AI agents are transforming penetration testing with multi-agent frameworks like BlacksmithAI, and what this means for red teams, blue teams, and the future of security assessments
An analysis of the unprecedented concentration of software supply chain attacks in early 2026, from the Vercel OAuth breach to self-propagating npm worms, and practical defense strategies
Comparing the leading AI agent development frameworks of 2026 — their architectures, strengths, and ideal use cases for building production-grade multi-agent systems.
A deep dive into the new wave of AI coding agents — from OpenAI Codex CLI to Google Gemini CLI, Block's Goose, and Claude Code — transforming how developers write, debug, and ship software.
Il creatore di Gitleaks ha lanciato Betterleaks con tokenizzazione BPE, validazione CEL e piani per classificazione assistita da LLM. Esploriamo come la scansione dei segreti è evoluta, confrontiamo gli strumenti e mostriamo come integrare la scansione moderna nella tua pipeline DevSecOps.
Man mano che gli agenti IA diventano attori autonomi nei sistemi aziendali, emerge una nuova classe di rischi di sicurezza. Esploriamo il Top 10 Agentico OWASP, il Toolkit di Governance degli Agenti di Microsoft e strategie pratiche per proteggere l'IA agentica in produzione.
Da Terra Security Series A da 30 milioni di dollari agli agenti ricognizione autonomi che riducono la scoperta vulnerabilità da mesi a ore, l'IA agentica sta trasformando come le organizzazioni affrontano la sicurezza offensiva. Ecco cosa è cambiato, cosa funziona e quali rischi rimangono.
Dalla sfida di Bruno al monopolio cloud di Postman alle pipeline telemetry programmabili di Grafana Alloy, una nuova generazione di strumenti per sviluppatori prioritizza storage locale, integrazione Git e proprietà dello sviluppatore. Ecco perché questo cambiamento importa e dove sta andando.
L'esplosione degli agenti IA autonomi ha creato un'intera nuova categoria di vulnerabilità di sicurezza. Dagli agenti ombra che operano senza supervisione agli exploit dei server MCP che influenzano migliaia di distribuzioni, il panorama della sicurezza sta cambiando fondamentalmente.
Dal test API di Posting alla ricerca e sostituzione di Serpl, una nuova generazione di strumenti di interfaccia utente terminale sta sfidando il presupposto che la produttività dello sviluppatore richieda una GUI. Ecco cosa è cambiato e perché è importante.
Come gli agenti AI stanno trasformando il test di penetrazione dall'orchestrazione manuale degli strumenti alla scoperta autonoma delle vulnerabilità. Un'analisi pratica degli strumenti, delle tecniche e delle implicazioni per i team di sicurezza nel 2026.
Come eBPF sta trasformando il monitoraggio dell'infrastruttura abilitando l'osservabilità e l'applicazione della sicurezza a livello di kernel senza modificare le applicazioni. Una guida pratica agli strumenti, all'architettura e al percorso di adozione per i team di ingegneria.
Una guida pratica al platform engineering — dalla costruzione della prima Internal Developer Platform con Backstage, alla definizione dei Golden Path, all'implementazione dell'infrastruttura self-service, fino alla misurazione dell'adozione. Include pattern architetturali reali ed esempi di configurazione.
Una guida pratica ai rischi di sicurezza dei sistemi di IA agentica nel 2026 — dall'iniezione di prompt all'avvelenamento della memoria, dall'uso improprio degli strumenti alla compromissione della supply chain, con strategie di difesa per i team che implementano agenti autonomi in produzione.
Una guida pratica per eseguire modelli linguistici di grandi dimensioni localmente usando la quantizzazione GGUF, llama.cpp, Ollama e vLLM — incluso come effettuare benchmark delle prestazioni, scegliere il giusto livello di quantizzazione e costruire pipeline IA locali pronte per la produzione.
Deep-dive tutorials, best practices, and comprehensive guides from cybersecurity and development experts. Stay ahead with the latest techniques and industry insights.
Modern API Security: OAuth 2.1 and Beyond
A deep dive into the rapid evolution of AI-assisted coding - from simple autocomplete to vibe coding to autonomous agents. Explore where we've been and where we're headed in the next frontier of software development.
Essential Linux Commands for IT Professionals
Windows 11 Network Management
Master iOS network and VPN configuration for enterprise environments. This guide covers Wi-Fi, cellular, proxies, and VPN deployment for IT professionals.
Master the art of managing and deploying iOS applications in an enterprise environment. This guide covers everything from Apple Business Manager to MDM solutions, ensuring a secure and efficient workflow.
A comprehensive guide to enhancing your digital security on Apple's mobile operating system.
Learn how to effectively manage and configure iOS devices in an enterprise environment using Mobile Device Management (MDM) and Apple Business Manager.
Learn how to effectively respond to security incidents on mobile devices with our comprehensive guide, based on the NIST Cybersecurity Framework.
Learn how to secure mobile networks against modern threats. This guide covers common vulnerabilities, best practices, and enterprise-level security strategies.
Learn how to conduct a thorough mobile app security assessment to identify and mitigate vulnerabilities, ensuring the protection of user data and the integrity of your application.
Learn how mobile device encryption works, the different types of encryption, and best practices for securing your data on iOS and Android devices.
Explore the evolving mobile threat landscape, from AI-powered phishing to supply chain attacks. Learn how to protect your enterprise from the latest mobile security risks.
Learn how to implement a Software-Defined Perimeter (SDP) to enhance your organization's security posture. This guide covers SDP architecture, deployment models, and best practices.
A comprehensive guide to Database Encryption Best Practices. Learn about the key concepts, best practices, and how to implement them effectively.
Learn how to navigate the complexities of GDPR and implement a robust compliance framework within your data engineering workflows.
Learn how to secure your real-time data pipelines with this in-depth guide to stream processing security. Explore common vulnerabilities, best practices, and security features of popular frameworks like Kafka, Flink, and Spark.
Explore the essential frameworks for robust enterprise data governance. Learn how to implement effective strategies for data quality, security, and compliance.
A deep dive into designing and implementing a secure data pipeline architecture to protect your data from end to end. This guide covers best practices for data ingestion, processing, storage, and access control, along with modern architectural patterns and threat modeling techniques.
A comprehensive guide to modern VPN architecture, covering fundamental concepts, protocols, and design patterns for network engineers.
Learn how to harden your enterprise WiFi network against modern threats. This guide covers everything from initial setup to advanced security configurations.
A deep dive into the principles and practices of network performance optimization, from monitoring and analysis to troubleshooting and tuning.
Learn how to optimize your network for maximum performance, reliability, and efficiency with our comprehensive guide. We cover everything from monitoring and analysis to advanced optimization techniques.
Explore advanced load balancing strategies to enhance the scalability, reliability, and performance of your network infrastructure. This guide covers various techniques for infrastructure engineers.
Learn how to implement a Software-Defined Perimeter (SDP) to enhance your organization's network security. This guide covers the core concepts, architecture, and step-by-step implementation of SDP.
titolo: "Costruire un sistema di apprendimento personale per la crescita continua"
A comprehensive guide to implementing Agile project management methodologies in technical teams to improve efficiency, collaboration, and product quality.
Unlock the power of clear and concise communication in your engineering career. This guide covers the fundamentals of technical writing, offering practical tips and best practices to help you create impactful documentation.
Il percorso di carriera di un ingegnere del software porta spesso ad un incrocio significativo: continuare ad approfondire le competenze tecniche come collaboratore individuale senior o principale (IC
Leader di un team di ingegneria ad alte prestazioni è una sfida multiforme che si estende oltre competenze tecniche. Richiede una profonda comprensione delle dinamiche di squadra, un impegno a promuov
Learn the key strategies and characteristics for building and leading high-performance engineering teams that drive innovation and deliver exceptional results.
Prepare your organization for the quantum computing era with this comprehensive guide to post-quantum cryptography. Learn about quantum threats, migration strategies, and implementation best practices for security professionals.
Comprehensive guide to implementing robust blockchain security frameworks in enterprise environments, covering threat landscapes, governance strategies, and actionable security controls for CISOs and CTOs.
Master edge security architecture fundamentals with this comprehensive guide for network engineers. Learn essential security principles, threat mitigation strategies, and best practices for protecting edge computing environments.
Learn how to implement efficient MLOps pipelines from scratch. This beginner-friendly guide covers data collection, model training, deployment, monitoring, and automation using modern tools and best practices.
Comprehensive guide to the evolution of AI-assisted coding from simple IDE assistants to autonomous agent programming. Master the latest tools, techniques, and frameworks shaping the future of software development.
Comprehensive guide to SRE incident management for DevOps professionals and site reliability engineers. Master essential incident response frameworks, best practices, and tools for maintaining system reliability and minimizing downtime.
Comprehensive guide to Ansible security automation for DevOps engineers and system administrators. Master essential security practices, automation techniques, and compliance strategies for robust infrastructure protection.
Master the art of distributed tracing with this in-depth guide. Learn how to implement, configure, and leverage distributed tracing to gain deep visibility into your microservices architecture, identify bottlenecks, and resolve issues faster.
Padroneggia i pattern Terraform di livello enterprise e le best practice per la gestione dell'infrastruttura su larga scala.
Comprehensive guide to implementing advanced security integration in CI/CD pipelines, covering OWASP Top 10 CI/CD risks, DevSecOps tools, and enterprise-grade security practices for modern DevOps teams.
Comprehensive guide to performance optimization commands for IT professionals and system administrators. Master essential command-line tools and optimization techniques for peak system performance.
Comprehensive guide to hybrid cloud networking best practices, architecture patterns, and implementation strategies for network engineers and cloud professionals
The cybersecurity landscape has undergone a fundamental transformation in recent years, driven by the rapid evolution of digital infrastructure, remote work adoption, and increasingly sophisticated...
Comprehensive guide to FinOps implementation strategies for cloud architects and IT professionals. Master essential frameworks, best practices, and optimization techniques for effective cloud financial management.
Master the SOC 2 compliance framework that builds customer trust and demonstrates security excellence. From understanding trust service criteria to implementing robust controls, this comprehensive ...
Comprehensive guide to Windows 11 advanced file management for IT professionals and power users. Master essential File Explorer features, organization techniques, and optimization strategies for peak productivity.
Kubernetes security hardening represents the critical foundation for secure container orchestration, providing comprehensive protection against sophisticated threats while enabling scalable, resilient cloud-native applications...
Network security architecture represents the fundamental foundation upon which all other cybersecurity capabilities are built, serving as the critical infrastructure that enables secure communicati...
The rapid adoption of cloud computing has fundamentally transformed the cybersecurity landscape, creating both unprecedented opportunities for business agility and complex new security challenges t...
Comprehensive guide to serverless security best practices for technical professionals. Master essential security controls with practical examples and expert insights.
Digital Forensics and Incident Response represents one of the most critical capabilities in modern cybersecurity operations, serving as the essential bridge between security incident detection and ...
Comprehensive guide to multi-cloud security architecture for cloud professionals. Master essential security frameworks with practical examples and expert insights.
Master Claude Code for app development - learn powerful prompting techniques to build web apps, mobile apps, desktop applications, and games through intelligent AI assistance.
Master Claude Code prompting techniques - learn how to get AI to write perfect code for you with effective prompts and structured planning.
Master advanced Claude Code prompting for self-referential applications - learn to build AI systems that improve themselves through intelligent prompting strategies.
Master Claude Code for system administration - learn powerful prompting techniques to automate infrastructure, monitoring, and DevOps tasks with AI-generated scripts.
The traditional approach to software security, where security considerations are addressed only after development is complete, has become fundamentally incompatible with modern software development...
Comprehensive guide to ethical hacking methodologies for cybersecurity professionals. Master essential penetration testing frameworks with practical examples and expert insights.
In today's rapidly evolving threat landscape, cybersecurity professionals face an unprecedented challenge: the sheer volume and complexity of security operations have grown exponentially, while the available resources remain limited.
Master SOC 2 compliance with this comprehensive guide designed specifically for IT professionals. Learn the fundamentals, implementation strategies, and best practices to achieve and maintain SOC 2 certification.
The cybersecurity landscape has undergone a fundamental transformation in 2025, with threat actors becoming increasingly sophisticated and traditional reactive security measures proving insufficien...
The cybersecurity landscape has undergone a dramatic transformation in recent years, with threat actors becoming increasingly sophisticated and attack vectors growing more complex and diverse. Trad...
Comprehensive guide to digital forensics evidence collection for security professionals. Master essential techniques, procedures, and best practices for forensically sound evidence acquisition and preservation.
Comprehensive guide to DNS best practices and industry standards for IT professionals. Master essential DNS security, performance, and operational excellence in this detailed technical guide.
Comprehensive guide to AI-assisted coding tools for developers. Master the complete ecosystem from GitHub Copilot and Cursor to MCP servers, vibe coding platforms, and autonomous agents like Claude Code and Augment Code.
Master DNS management and administration for enterprise environments. Comprehensive guide covering DNS server deployment, zone management, security best practices, and operational excellence.
Comprehensive guide to DNS troubleshooting and monitoring for IT professionals. Master essential diagnostic techniques, monitoring tools, and proactive strategies to ensure optimal DNS performance and reliability.
Comprehensive guide to DNS performance optimization for IT professionals. Master advanced caching strategies, TTL optimization, monitoring tools, and cutting-edge techniques to maximize DNS speed and reliability.
Master DNS security fundamentals and DNSSEC implementation for enterprise environments. Comprehensive guide to DNS threats, security measures, and cryptographic authentication for IT professionals.
Comprehensive guide to DNS fundamentals and architecture for IT professionals. Master essential DNS concepts, protocols, and infrastructure design in this detailed technical guide.
Master essential Linux commands that every IT professional needs to know. From file management to process monitoring, network troubleshooting to system administration - build the command line skills that power modern infrastructure.
Transform your professional productivity with comprehensive knowledge management systems, learning frameworks, and reference tools that accelerate decision-making and expertise development.
Master the art of AI-powered research with comprehensive workflows, advanced techniques, and professional integration strategies for Perplexity Pro and ChatGPT.
Comprehensive guide to perplexity pro setup for research professionals. Master essential skills with practical examples and expert insights.
Comprehensive guide to perplexity research workflows for research professionals. Master essential skills with practical examples and expert insights.
Comprehensive guide to aws cli reference for technical professionals. Master essential skills with practical examples and expert insights.
Master the command line with comprehensive guides to Git, Docker, AWS CLI, Kubernetes, and automation. Transform your professional workflow with expert CLI techniques and productivity strategies.
Comprehensive guide to docker command reference for technical professionals. Master essential skills with practical examples and expert insights.
Comprehensive guide to git command reference for technical professionals. Master essential skills with practical examples and expert insights.
