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Anatoliy Kolodkin

Securing AI Agents Is the Defining Cybersecurity Challenge of 2026

Securing AI Agents Is the Defining Cybersecurity Challenge of 2026

Agentic AI has become the dominant attack surface in enterprise security, and the numbers behind that claim are no longer speculative. A new report from Bessemer Venture Partners' Atlas practice finds that 48% of security professionals now rank agentic AI as the single most dangerous threat vector they face

27 Mar 2026 1 min read

Vendors Race to Build the Identity Stack for Agentic AI

Vendors Race to Build the Identity Stack for Agentic AI

As autonomous agents proliferate across enterprise stacks, one foundational problem has gone largely unsolved: who — or what — is this agent, and should it be trusted to take this action? A new wave of identity vendors is racing to answer that question. Ping Identity, Wink, Vouched, Saviynt, and Dock Labs are

27 Mar 2026 1 min read

Agent Control Planes Need a Robust Standards Stack — and They Don't Have One Yet

Agent Control Planes Need a Robust Standards Stack — and They Don't Have One Yet

A Forrester analyst survey of 47 vendors has surfaced a striking consensus: 79% of respondents now recognize agent control planes as a distinct product category, yet the standards infrastructure required to build them properly simply doesn't exist yet. The gap isn't philosophical — it's technical

27 Mar 2026 1 min read

Microsoft Launches `agent-framework`: Unified Python & .NET Agent Platform with AutoGen Migration Path

Microsoft Launches `agent-framework`: Unified Python & .NET Agent Platform with AutoGen Migration Path

Microsoft has officially consolidated its fragmented agent landscape with the release of microsoft/agent-framework, a unified Python and .NET platform for building, orchestrating, and deploying AI agents at scale. The framework brings together capabilities that were previously spread across AutoGen and Semantic Kernel — including graph-based workflows, streaming support, checkpointing, human-in-the-loop

27 Mar 2026 1 min read

Google DeepMind Partners With Agile Robots for Next-Gen Humanoid AI

Google DeepMind Partners With Agile Robots for Next-Gen Humanoid AI

Google DeepMind has announced a new partnership with Agile Robots, a humanoid robotics company, in the latest sign that Google is serious about moving its AI research from data centers into physical systems. Agile Robots will provide the hardware platforms while DeepMind brings its robotics AI research to bear — including

27 Mar 2026 1 min read

Gemini Now Autonomously Monitors the Dark Web for Enterprise Threats

Gemini Now Autonomously Monitors the Dark Web for Enterprise Threats

Google has quietly deployed Gemini as an autonomous intelligence analyst inside Google Threat Intelligence, specifically targeting the dark web. The traditional approach to dark web monitoring relies on static keyword rules — you tell the system what terms to watch for, and it alerts you when they appear. Gemini changes the

27 Mar 2026 1 min read

Google Launches Lyria 3 Pro: AI Music Goes Full-Length With 3-Minute Tracks

Google Launches Lyria 3 Pro: AI Music Goes Full-Length With 3-Minute Tracks

Just a month after Google DeepMind introduced Lyria 3 with 30-second clip generation, the team has moved decisively to full song territory. Lyria 3 Pro can generate three-minute tracks with genuine structural composition — intros that build, verses that develop, choruses that land, and bridges that modulate — rather than simply extending

27 Mar 2026 1 min read

Google DeepMind Ships Gemini API Agent Skills to Close LLM Knowledge Gap

Google DeepMind Ships Gemini API Agent Skills to Close LLM Knowledge Gap

One of the persistent frustrations with AI coding assistants is that they confidently use outdated APIs — the model was trained months ago, the library shipped a breaking change last week, and neither party in the conversation knows it. Google DeepMind has now shipped a direct solution to this problem in

27 Mar 2026 1 min read

Apple Gets Full Gemini Model Access for On-Device Siri Distillation

Apple Gets Full Gemini Model Access for On-Device Siri Distillation

A new report from The Information reveals that Apple's AI partnership with Google is considerably deeper than the companies have publicly acknowledged. Apple has been granted full access to Google's Gemini model inside its own data centers and is using a technique called "distillation"

27 Mar 2026 1 min read

The Agent Memory Problem Nobody Solves: A Practical Three-Layer Architecture for Persistent Context

The Agent Memory Problem Nobody Solves: A Practical Three-Layer Architecture for Persistent Context

Every production agent eventually collides with the same fundamental problem: the session is stateless, but the user's context isn't. Prior conversations, domain rules, and user preferences need to survive across runs — and most teams end up duct-taping Redis and a vector database together without any principled

27 Mar 2026 1 min read

SEVerA: Self-Evolving Agents That Can Formally Prove They're Correct — A New Framework Closes the Safety Gap in Autonomous Code Rewriting

SEVerA: Self-Evolving Agents That Can Formally Prove They're Correct — A New Framework Closes the Safety Gap in Autonomous Code Rewriting

Most conversations about agent safety focus on capability restrictions — don't let agents delete files, don't let them send emails without approval. SEVerA (Self-Evolving Verified Agents) targets a harder and less discussed problem: when an agent autonomously rewrites its own programs, what guarantees do you have that

27 Mar 2026 1 min read

TRAJEVAL: All Coding Agents Examine 22× More Functions Than Necessary — A Diagnostic Framework That Breaks Open the Black Box

TRAJEVAL: All Coding Agents Examine 22× More Functions Than Necessary — A Diagnostic Framework That Breaks Open the Black Box

A new diagnostic framework called TRAJEVAL has produced one of the clearest quantifications of coding agent inefficiency yet recorded: across 16,758 agent trajectories, all agents — regardless of architecture or underlying model — examined approximately 22 times more functions than a reference patch actually required. The framework decomposes agent execution into

27 Mar 2026 1 min read

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