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🕒 The opening moments after detection — often referred to as the first 90 seconds — determine whether an incident becomes manageable or spirals out of control. Responders must quickly decide what to preserve, what to examine first, and whether a single affected host reflects broader compromise. Prioritize evidence of execution and retain backward telemetry rather than immediately restoring services. Consistent discipline, environment knowledge, and repeatable procedures are what let teams scale investigations with confidence.

🧭 Antigravity and Gemini CLI offer two complementary approaches for running agent-driven workflows. Antigravity delivers an approachable, graphical experience with an Agent Manager, in-browser application views, guided walkthroughs, and a native debugger for inspecting stack traces. Gemini CLI is terminal-first, installs via npm (npm install -g @google/gemini-cli, requires Node.js), supports headless/CI-friendly execution, and can call local tools like gh or gcloud. Both are extensible with MCP and Agent Skills, and both provide generous free tiers so teams can evaluate which workflow best fits their needs.

🔍This live session breaks down practical choices for modern SOCs, led by Kumar Saurabh (CEO, AirMDR) and Francis Odum (CEO, SACR). Expect clear guidance on when to build, when to buy, and how to automate without losing control. The webinar features a real customer case study, a side‑by‑side look at SOC models, and a ready checklist to reduce tool sprawl and improve outcomes. Register to simplify operations and make every tool decision count.

📚 This free course from Google Cloud and DeepLearning.ai teaches practical use of Gemini CLI, guiding users through installation, context management, extensibility, and specialized workflows. It is designed for developers and non-developers who want to integrate the CLI into daily tasks such as data analysis, content generation, and personalized learning. The curriculum runs in under two hours and provides hands-on lessons covering GEMINI.md, memory features, MCP servers, and extensions.

🔒 Brand impersonation—fake websites, domains, emails, ads, and social pages—is an increasingly common tactic used to harvest credentials, steal payments, distribute malware, and defraud customers and partners. Attackers exploit lookalike domains, SEO and paid ads, and phishing messages to lure victims; even imperfect forgeries can inflict financial, operational, and reputational harm. Organisations should monitor clones, maintain a visible trust centre, pursue rapid takedowns, block malicious domains internally, and coordinate legal, IT, and communications teams for fast response.

🤖 This recap of the Agent Factory holiday special summarizes practical guidance on model fine-tuning, with a focus on reinforcement learning (RL) and Google’s TPU infrastructure. Hosts Shir Meir Lador and Don McCasland speak with Kyle Meggs from the TPU Training Team about when to fine-tune, the distinction between pre‑training, SFT, and RL, and why specialized workloads benefit from hosted solutions like MaxText on TPUs. The post also demonstrates a GRPO demo using Pathways, vLLM, and Tunix components to show RL at scale.

🛡️As AI copilots and assistants are embedded into daily work, recent incidents show the primary risk lies in surrounding workflows rather than in the models themselves. Malicious Chrome extensions that exfiltrated ChatGPT and DeepSeek chats and prompt injections that tricked an AI coding assistant into executing malware exploited integration contexts, not model internals. The piece advises mapping AI usage, applying least-privilege, enforcing middleware guardrails to scan outputs, and using dynamic SaaS platforms like Reco to detect and control risky workflows.

🔍 In 2026 many SOCs still rely on legacy workflows—manual sample reviews, static reputation checks, fragmented tooling, and frequent, avoidable escalations—that slow investigations and drive alert fatigue. The article recommends shifting to automation-optimized, behavior-focused operations using interactive sandboxes to detonate threats, surface rich behavioral indicators, and integrate results into SIEM, SOAR, and EDR. These changes can shorten MTTR, accelerate detection, and reduce Tier 1→Tier 2 escalations while enabling analysts to focus on high-priority response.

🔍 Terryn Valikodath, Senior Incident Response Consultant at Cisco Talos, describes a role that blends technical investigation with clear communication and proactive planning. He explains how his team balances developing incident response plans, running tabletop exercises and threat hunts with hands-on reactive investigations and remediation. Terryn highlights the reward of teaching through multi-day cyber range trainings and the satisfaction of helping organizations recover and build trust.

🔒 If you learn your personal or financial data is on the dark web, act quickly: cybercriminals use stolen PII, credentials, session cookies and payment details to commit account takeover, identity theft and fraud. Immediately change compromised passwords, enable MFA (prefer authenticator apps or hardware keys), sign out of all devices, scan for infostealer malware and contact your bank to freeze or reissue cards. For longer-term protection, freeze credit, tighten privacy settings, use email aliasing and a password manager, and enroll in monitoring services such as HaveIBeenPwned.

🔍 Hackensack Meridian Health used VPC Flow Logs and Flow Analyzer to obtain precise, end-to-end visibility of Cloud Interconnect traffic before a major Google Cloud network migration. They enabled VLAN-attachment flow logs, aggregated ingress/egress flows (IPs, ports, bytes, timestamps), and organized results into sankey diagrams mapping data center → region → VPC → application. This process revealed critical flows early and shortened incident detection to 3 minutes and resolution to 5 minutes, materially de-risking the cutover.

🔒 NETSCOUT's Arbor Edge Defense (AED) complements CDN-based DDoS mitigation by providing inline, on-premises protection for attacks that cloud scrubbing can miss. AED uses AI/ML-driven stateless packet processing and ATLAS threat intelligence to address application-layer, TCP state-exhaustion, and outbound threats. Together, CDN protections and AED form a layered, adaptive defense-in-depth strategy that preserves bandwidth and safeguards availability.

🔍 Post-incident reviews are a structured means to understand security incidents and improve future defenses. Conducted promptly, they preserve fresh details and enable accurate timelines that reveal where delays or failures occurred. Reviews must include root-cause analysis, evaluation of detection and response performance, and assessment of business impact. Involving legal, governance, finance, HR, and board stakeholders helps connect technical findings to policy and risk decisions, while avoiding blame and assigning concrete, timebound follow-up is essential.

🔒 An effective Incident Response plan must combine impact analysis, communications, clear roles, threat awareness, testing, and modular simplicity. The article outlines six essential components—including Business Impact Analysis, a comprehensive communications strategy, defined response roles, visibility across the threat landscape, regular testing, and modular playbooks—that help organizations maintain resilience during major outages or cyberattacks. Experts emphasize practical playbooks, pre-approved message templates, and disciplined After-Action Reviews to reduce downtime and ensure continuous improvement.

🔒 Kaspersky outlines eight practical cybersecurity resolutions to take into 2026 after a transformative 2025 marked by sweeping internet laws and widespread AI adoption. The guidance covers legal awareness, safer access methods, and mitigation against document-leak risks. It also warns about new scam tactics, urges cautious AI use, subscription audits, longevity practices for devices, and strengthened smart‑home security.

🛡️ Organizations must build a ransomware playbook that pairs planning, technology, and people to reduce disruption and protect business continuity. Regular tabletop exercises create the muscle memory experts recommend, clarifying decision authority, communications, and containment steps across legal, IT, and executive stakeholders. Prevention should be layered — prioritized patching, behavior-based EDR, email/phishing defenses, MFA, least-privilege controls, and verified offline backups — while recovery playbooks, pre-engaged legal and forensics contacts, and tested restore procedures speed remediation and limit reputational harm.

🔧 IAM Policy Autopilot is an open-source static analysis tool that generates baseline AWS IAM identity-based policies by analyzing application code locally. Available as a CLI and an MCP server, it integrates with MCP-compatible AI coding assistants to produce syntactically correct, dependency-aware policies and to troubleshoot Access Denied errors. The tool favors functionality during initial deployments and recommends reviewing and tightening generated policies to meet least-privilege principles as applications mature.

🔬 Chaos engineering converts disaster recovery assumptions into measurable facts by running controlled experiments that simulate realistic failures and quantify impact. Instead of relying on audits or tabletop drills, teams define a steady state, form testable hypotheses, inject targeted failures, and use automated probes to measure effects on SLOs. This approach exposes gaps such as failover delays or error spikes and provides data to iterate DR procedures. Start small, build confidence, and consider engaging Google Cloud professional services for guidance.

🔒 This guide presents a practical defense-in-depth approach to move generative AI projects from prototype to production by protecting the application, data, and infrastructure layers. It includes hands-on labs demonstrating how to deploy Model Armor for real-time prompt and response inspection, implement Sensitive Data Protection pipelines to detect and de-identify PII, and harden compute and storage with private VPCs, Secure Boot, and service perimeter controls. Reusable templates, automated jobs, and integration blueprints help teams reduce prompt injection, data leakage, and exfiltration risk while aligning operational controls with compliance and privacy expectations.

🔒Identity-focused attacks are driving major breaches across industries, with recent vishing incidents at M&S and Co-op enabling ransomware intrusions and combined losses exceeding £500 million. Attackers harvest credentials via infostealers, targeted phishing/smishing/vishing, breached password stores and automated attacks like credential stuffing. Implement least privilege, strong unique passwords in managers, MFA (authenticator apps or passkeys), PAM and automated identity lifecycle controls to limit blast radius.