EVA Tech BriefIT/DevOps

2026-07-30 - 7:30 PM PKT

Frontier LLMs

GPUs and Silicon

Cloud and Infra

MiniIO launches AIStor Memory for persistent AI agent context

MiniIO has introduced AIStor Memory, a storage layer designed to give AI agents durable, long-term memory beyond a single model context window. The product aims to help production agents retain state and retrieve relevant history while applying enterprise controls to stored context.

Pakistan Tech

Security

Critical Ruflo MCP flaw enables unauthenticated remote code execution

Researchers disclosed CVE-2026-59726, a maximum-severity vulnerability in the Ruflo agent meta-harness that can let unauthenticated attackers execute commands and poison agent memory. All Ruflo releases before version 3.16.3 are affected, making prompt remediation essential for teams using the open-source tooling with Claude Code or Codex.

Cisco FMC static credential flaw exploited as a zero-day

Cisco says attackers have actively exploited CVE-2026-20316, a static credential vulnerability in Secure Firewall Management Center, to gain unauthorized access to vulnerable devices. Operators should review Cisco's affected-version guidance, apply fixes, and investigate management interfaces for signs of compromise.

Dev Tools

Microsoft steps up direct competition with OpenAI and Anthropic

Microsoft is positioning its own AI models and agent harnesses as a larger part of its product strategy, increasing direct competition with OpenAI and Anthropic. The move signals a more diversified AI stack for developers and enterprises building on Microsoft's platforms.

OpenAI says it is building a family of AI devices

OpenAI president Greg Brockman said the company is developing a family of devices for interacting with its AI models. He did not confirm reports of a smart speaker, but the comments point to a broader hardware strategy extending AI assistants beyond phones and computers.