Eyal Estrin ☁️ eyalestrin

Beyond the vibe code: The steep mountain MCP must climb to reach production     Beyond the vibe code: The steep mountain MCP must climb to reach production 0 views Eyal Estrin unread, 4:04 AM (19 minutes ago)    to https://thenewstack.io/model-context-protocol-evolution/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Beyond the vibe code: The steep mountain MCP must climb to reach production #machinelearning #ai

01.03.2026 09:23 — 👍 1 🔁 0 💬 0 📌 0

Why application security must start at the load balancer Groups Conversations All groups and messages Sign in     Why application security must start at the load balancer 0 views Eyal Estrin unread, 10:08 PM (24 minutes ago)    to https://www.csoonline.com/article/4138000/why-application-security-must-start-at-the-load-balancer.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Why application security must start at the load balancer #appsec

01.03.2026 06:32 — 👍 0 🔁 0 💬 0 📌 0

API Keys Are a Bad Idea for Enterprise LLM, Agent, and MCP Access Groups Conversations All groups and messages Sign in     API Keys Are a Bad Idea for Enterprise LLM, Agent, and MCP Access 0 views Eyal Estrin unread, 11:08 PM (15 minutes ago)    to https://blog.christianposta.com/api-keys-are-a-bad-idea-for-enterprise-llm-agent-and-mcp-access/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

API Keys Are a Bad Idea for Enterprise LLM, Agent, and MCP Access #machinelearning #ai

01.03.2026 06:23 — 👍 0 🔁 0 💬 0 📌 0

AI and security: the other bitter lesson     AI and security: the other bitter lesson 0 views Eyal Estrin unread, 10:08 PM (15 minutes ago)    to https://disreguard.com/blog/posts/ai-and-security-the-other-bitter-lesson-why-we-need-new-primitives-to-defend-against-prompt-injection/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

AI and security: the other bitter lesson #machinelearning #ai

01.03.2026 06:23 — 👍 0 🔁 0 💬 0 📌 0

How to make LLMs a defensive advantage without creating a new attack surface     How to make LLMs a defensive advantage without creating a new attack surface 0 views Eyal Estrin unread, 1:08 AM (15 minutes ago)    to https://www.csoonline.com/article/4137983/how-to-make-llms-a-defensive-advantage-without-creating-a-new-attack-surface.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

How to make LLMs a defensive advantage without creating a new attack surface #machinelearning #ai

01.03.2026 06:23 — 👍 0 🔁 0 💬 0 📌 0

2026-02 Out-of-Cycle Security Bulletin: Junos OS Evolved: PTX Series: A vulnerability allows a unauthenticated, network-based attacker to execute code as root (CVE-2026-21902)     2026-02 Out-of-Cycle Security Bulletin: Junos OS Evolved: PTX Series: A vulnerability allows a unauthenticated, network-based attacker to execute code as root (CVE-2026-21902) 0 views Eyal Estrin unread, 1:59 PM (26 minutes ago)    to https://supportportal.juniper.net/s/article/2026-02-Out-of-Cycle-Security-Bulletin-Junos-OS-Evolved-PTX-Series-A-vulnerability-allows-a-unauthenticated-network-based-attacker-to-execute-code-as-root-CVE-2026-21902 Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

2026-02 Out-of-Cycle Security Bulletin: Junos OS Evolved: PTX Series: A vulnerability allows a unauthenticated, network-based attacker to execute code as root (CVE-2026-21902) #patchmanagement

28.02.2026 19:25 — 👍 0 🔁 0 💬 0 📌 0

SECURITY BULLETIN: Apex One and Apex One (Mac) - February 2026 Groups Conversations All groups and messages Sign in     SECURITY BULLETIN: Apex One and Apex One (Mac) - February 2026 0 views Eyal Estrin unread, 10:59 AM (26 minutes ago)    to https://success.trendmicro.com/en-US/solution/KA-0022458 Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

SECURITY BULLETIN: Apex One and Apex One (Mac) #patchmanagement

28.02.2026 19:25 — 👍 0 🔁 0 💬 0 📌 0

CISA Releases Malware Analysis Report on RESURGE Malware Associated with Ivanti Connect Secure     CISA Releases Malware Analysis Report on RESURGE Malware Associated with Ivanti Connect Secure 0 views Eyal Estrin unread, 11:59 AM (25 minutes ago)    to https://www.cisa.gov/news-events/alerts/2025/03/28/cisa-releases-malware-analysis-report-resurge-malware-associated-ivanti-connect-secure Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

CISA Releases Malware Analysis Report on RESURGE Malware Associated with Ivanti Connect Secure #malware

28.02.2026 19:25 — 👍 1 🔁 0 💬 0 📌 0

Life Mirrors Art: Ransomware Hits Hospitals on TV & IRL Groups Conversations All groups and messages Sign in     Life Mirrors Art: Ransomware Hits Hospitals on TV & IRL 0 views Eyal Estrin unread, 1:59 PM (25 minutes ago)    to https://www.darkreading.com/cyberattacks-data-breaches/ransomware-hospitals-tv-irl Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Life Mirrors Art: Ransomware Hits Hospitals on TV & IRL #malware

28.02.2026 19:25 — 👍 0 🔁 0 💬 0 📌 0

Exploring Aeternum C2: a new botnet that lives on the blockchain Groups Conversations All groups and messages Sign in     Exploring Aeternum C2: a new botnet that lives on the blockchain 0 views Eyal Estrin unread, 1:59 PM (25 minutes ago)    to https://qrator.net/blog/details/Exploring-Aeternum-C2/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Exploring Aeternum C2: a new botnet that lives on the blockchain #malware

28.02.2026 19:25 — 👍 0 🔁 0 💬 0 📌 0

The future of agentic AI in cybersecurity: Hype vs. reality Groups Conversations All groups and messages Sign in     The future of agentic AI in cybersecurity: Hype vs. reality 0 views Eyal Estrin unread, 11:59 AM (23 minutes ago)    to https://www.scworld.com/perspective/the-future-of-agentic-ai-in-cybersecurity-hype-vs-reality Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

The future of agentic AI in cybersecurity: Hype vs. reality #security #cybersecurity

28.02.2026 19:22 — 👍 0 🔁 0 💬 0 📌 0

Amazon Bedrock announces OpenAI-compatible Projects API Groups Conversations All groups and messages Sign in     Amazon Bedrock announces OpenAI-compatible Projects API 0 views Eyal Estrin unread, 11:44 AM (14 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/03/amazon-bedrock-projects-api-mantle-inference-engine/ https://docs.aws.amazon.com/bedrock/latest/userguide/projects.html https://docs.aws.amazon.com/bedrock/latest/userguide/bedrock-mantle.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Amazon Bedrock announces OpenAI-compatible Projects API #machinelearning #ai

28.02.2026 18:58 — 👍 1 🔁 0 💬 0 📌 0

Amazon Bedrock batch inference now supports the Converse API format Groups Conversations All groups and messages Sign in     Amazon Bedrock batch inference now supports the Converse API format 0 views Eyal Estrin unread, 1:44 PM (14 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/02/amazon-bedrock-batch-inference-supports-converse-api-format/ https://docs.aws.amazon.com/bedrock/latest/userguide/batch-inference-create.html https://docs.aws.amazon.com/bedrock/latest/userguide/batch-inference-data.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Amazon Bedrock batch inference now supports the Converse API format #machinelearning #ai

28.02.2026 18:58 — 👍 0 🔁 0 💬 0 📌 0

Running Text to Image and Text to Video with ComfyUI and Nvidia H100 GPU Groups Conversations All groups and messages Sign in     Running Text to Image and Text to Video with ComfyUI and Nvidia H100 GPU 0 views Eyal Estrin unread, 1:44 PM (14 minutes ago)    to https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/running-text-to-image-and-text-to-video-with-comfyui-and-nvidia-h100-gpu/4497978 Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Running Text to Image and Text to Video with ComfyUI and Nvidia H100 GPU #machinelearning #ai

28.02.2026 18:58 — 👍 0 🔁 0 💬 0 📌 0

From "Vibe Checks" to Continuous Evaluation: Engineering Reliable AI Agents Groups Conversations All groups and messages Sign in     From "Vibe Checks" to Continuous Evaluation: Engineering Reliable AI Agents 0 views Eyal Estrin unread, 10:44 AM (14 minutes ago)    to https://cloud.google.com/blog/topics/developers-practitioners/from-vibe-checks-to-continuous-evaluation-engineering-reliable-ai-agents Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

From "Vibe Checks" to Continuous Evaluation: Engineering Reliable AI Agents #machinelearning #ai

28.02.2026 18:58 — 👍 0 🔁 0 💬 0 📌 0

Agentic AI: Bridging the Widening Gap Between Ambition and Execution     Agentic AI: Bridging the Widening Gap Between Ambition and Execution 0 views Eyal Estrin unread, 11:44 AM (12 minutes ago)    to https://aws.amazon.com/blogs/enterprise-strategy/agentic-ai-bridging-the-widening-gap-between-ambition-and-execution/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Agentic AI: Bridging the Widening Gap Between Ambition and Execution #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Creating a Fun Multi-Agent Content Strategy System with Microsoft Agent Framework Groups Conversations All groups and messages Sign in     Creating a Fun Multi-Agent Content Strategy System with Microsoft Agent Framework 0 views Eyal Estrin unread, 1:44 PM (11 minutes ago)    to https://techcommunity.microsoft.com/blog/educatordeveloperblog/creating-a-fun-multi-agent-content-strategy-system-with-microsoft-agent-framewor/4495105 Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Creating a Fun Multi-Agent Content Strategy System with Microsoft Agent Framework #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 1 📌 0

Zero Trust for Agentic Pipelines That Touch Cloud Production Groups Conversations All groups and messages Sign in     Zero Trust for Agentic Pipelines That Touch Cloud Production 0 views Eyal Estrin unread, 10:44 AM (11 minutes ago)    to https://cloudsecurityalliance.org/blog/2026/02/27/zero-trust-for-agentic-pipelines-that-touch-cloud-production Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Zero Trust for Agentic Pipelines That Touch Cloud Production #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Building a Secure MCP Server with OAuth 2.1 and Azure AD: Lessons from the Field Groups Conversations All groups and messages Sign in     Building a Secure MCP Server with OAuth 2.1 and Azure AD: Lessons from the Field 0 views Eyal Estrin unread, 10:44 AM (11 minutes ago)    to https://devblogs.microsoft.com/ise/aca-secure-mcp-server-oauth21-azure-ad/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Building a Secure MCP Server with OAuth 2.1 and Azure AD: Lessons from the Field #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Give your agentic chatbots a fast and reliable long-term memory Groups Conversations All groups and messages Sign in     Give your agentic chatbots a fast and reliable long-term memory 0 views Eyal Estrin unread, 1:44 PM (11 minutes ago)    to https://cloud.google.com/blog/topics/developers-practitioners/improve-chatbot-memory-using-google-cloud Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Give your agentic chatbots a fast and reliable long-term memory #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

FinOps for agents: Loop limits, tool-call caps and the new unit economics of agentic SaaS     FinOps for agents: Loop limits, tool-call caps and the new unit economics of agentic SaaS 0 views Eyal Estrin unread, 10:44 AM (11 minutes ago)    to https://www.infoworld.com/article/4138748/finops-for-agents-loop-limits-tool-call-caps-and-the-new-unit-economics-of-agentic-saas.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

FinOps for agents: Loop limits, tool-call caps and the new unit economics of agentic SaaS #machinelearning #ai

28.02.2026 18:55 — 👍 1 🔁 0 💬 0 📌 0

Anthropic just put a remote shell on every developers laptop Groups Conversations All groups and messages Sign in     Anthropic just put a remote shell on every developers laptop 0 views Eyal Estrin unread, 10:44 AM (11 minutes ago)    to https://langguard.ai/2026/02/26/anthropic-just-put-a-remote-shell-on-every-develop Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Anthropic just put a remote shell on every developers laptop #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Accelerate Amazon Connect AI agent development with Kiro Groups Conversations All groups and messages Sign in     Accelerate Amazon Connect AI agent development with Kiro 0 views Eyal Estrin unread, 1:44 PM (11 minutes ago)    to https://aws.amazon.com/blogs/contact-center/accelerate-amazon-connect-ai-agent-development-with-kiro/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Accelerate Amazon Connect AI agent development with Kiro #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Cloud CISO Perspectives: How Google approaches critical security topics, from fundamentals to AI Groups Conversations All groups and messages Sign in     Cloud CISO Perspectives: How Google approaches critical security topics, from fundamentals to AI 0 views Eyal Estrin unread, 11:44 AM (11 minutes ago)    to https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-how-google-approaches-critical-security-topics-fundamentals-to-ai Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Cloud CISO Perspectives: How Google approaches critical security topics, from fundamentals to AI #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Amazon Bedrock Leaves Builders Stuck in 1st Gear Groups Conversations All groups and messages Sign in     Amazon Bedrock Leaves Builders Stuck in 1st Gear 0 views Eyal Estrin unread, 11:44 AM (11 minutes ago)    to https://www.proactiveops.io/archive/amazon-bedrock-leaves-builders-stuck-in-1st-gear/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Amazon Bedrock Leaves Builders Stuck in 1st Gear #machinelearning #ai

28.02.2026 18:55 — 👍 0 🔁 0 💬 0 📌 0

Cultivating a robust and efficient quantum-safe HTTPS Groups Conversations All groups and messages Sign in     Cultivating a robust and efficient quantum-safe HTTPS 0 views Eyal Estrin unread, 6:49 AM (29 minutes ago)    to https://security.googleblog.com/2026/02/cultivating-robust-and-efficient.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Cultivating a robust and efficient quantum-safe HTTPS #security #cybersecurity

28.02.2026 12:18 — 👍 1 🔁 0 💬 0 📌 0

Oops, AI did it again? Claude goes rogue and helps hack Mexico Groups Conversations All groups and messages Sign in     Oops, AI did it again? Claude goes rogue and helps hack Mexico 0 views Eyal Estrin unread, 6:49 AM (29 minutes ago)    to https://cybernews.com/security/claude-ai-mexico-government-hack/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Oops, AI did it again? Claude goes rogue and helps hack Mexico #security #cybersecurity

28.02.2026 12:18 — 👍 1 🔁 0 💬 0 📌 0

The Top Ten MITRE ATT&CK Techniques Groups Conversations All groups and messages Sign in     The Top Ten MITRE ATT&CK Techniques 0 views Eyal Estrin unread, 6:49 AM (29 minutes ago)    to https://www.picussecurity.com/resource/the-top-ten-mitre-attack-techniques Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

The Top Ten MITRE ATT&CK Techniques #security #cybersecurity

28.02.2026 12:18 — 👍 0 🔁 0 💬 0 📌 0

Announcing new output formats in AWS CLI v2 Groups Conversations All groups and messages Sign in     Announcing new output formats in AWS CLI v2 0 views Eyal Estrin unread, 6:48 AM (9 minutes ago)    to https://aws.amazon.com/blogs/developer/announcing-new-output-formats-in-aws-cli-v2/ Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

Announcing new output formats in AWS CLI v2 #cloud

28.02.2026 11:57 — 👍 0 🔁 0 💬 0 📌 0

AWS Network Firewall now supports firewall state change notifications through Amazon EventBridge     AWS Network Firewall now supports firewall state change notifications through Amazon EventBridge 0 views Eyal Estrin unread, 6:48 AM (9 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/02/firewall-state-change-notifications/ https://docs.aws.amazon.com/eventbridge/latest/ref/events-ref-network-firewall.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward

AWS Network Firewall now supports firewall state change notifications through Amazon EventBridge #cloud

28.02.2026 11:57 — 👍 1 🔁 0 💬 0 📌 0

Posts by Eyal Estrin ☁️ (@eyalestrin.bsky.social)