Category: Software Lifecycle Engineering

Does CodeRabbit’s Codex Plugin Signal the End of Context-Switching in Code Review?
April 15, 2026

Does CodeRabbit’s Codex Plugin Signal the End of Context-Switching in Code Review?

CodeRabbit's new Codex Plugin embeds AI-powered code review into developer workflows, eliminating context-switching and accelerating code velocity through in-flow feedback....
Is Shift-Left Code Review the Missing Link for Faster, Safer Software Delivery?
April 14, 2026

Is Shift-Left Code Review the Missing Link for Faster, Safer Software Delivery?

Shift-left code review moves quality enforcement into developers' editors before pull requests, reducing bottlenecks, accelerating feedback, and reshaping team dynamics....
Cisco To Acquire Galileo: AI Agent Observability Can't Run at Human Speed
April 13, 2026

Cisco To Acquire Galileo: AI Agent Observability Can’t Run at Human Speed

Mitch Ashley, VP Practice Lead for Observability at Futurum, examines Cisco's Galileo acquisition and what real-time AI agent observability means for enterprises governing agents in production....
Anthropic Glasswing: AI Vulnerability Detection Has Crossed a Threshold
April 8, 2026

Anthropic Glasswing: AI Vulnerability Detection Has Crossed a Threshold

Analysts Mitch Ashley and Fernando Montenegro explore Anthropic's Project Glasswing. As AI vulnerability detection crosses a new threshold, the economics and speed of offensive and defensive cybersecurity are forever changed....
MCP Dev Summit 2026: AAIF Sets A Clear Direction With Disciplined Guardrails
April 7, 2026

MCP Dev Summit 2026: AAIF Sets A Clear Direction With Disciplined Guardrails

Mitch Ashley, VP Practice Lead at Futurum, shares insights from the inaugural MCP Dev Summit North America on MCP's institutional momentum, scope, and discipline, and the open standards stack forming...
RSAC 2026: The AI 'Tragedy of the Commons' and the Future of Agentic Security
April 3, 2026

RSAC 2026: The AI ‘Tragedy of the Commons’ and the Future of Agentic Security

Fernando Montenegro and Mitch Ashley, VPs and Practice Leads at Futurum, convey their observations from the RSAC 2026 Conference, with a focus on AI and agentic security....
Closing the AIOps Gap: Why AI Insights Need Trusted Action
March 20, 2026

Closing the AIOps Gap: Why AI Insights Need Trusted Action

In our latest thought leadership report, Closing the AIOps Gap: Why AI Insights Need Trusted Action, completed in partnership with Red Hat, Futurum Research examines why AIOps initiatives often stop...
OpenShell Redraws the Agent Control Plane — Open Standard or Product Launch
March 18, 2026

OpenShell Redraws the Agent Control Plane — Open Standard or Product Launch?

Mitch Ashley, VP Practice Lead at Futurum, examines NVIDIA OpenShell's out-of-process enforcement model — and why it sets a standard every enterprise agent runtime must now meet....
NVIDIA Agent Toolkit
March 16, 2026

At GTC 2026, NVIDIA Stakes Its Claim on Autonomous Agent Infrastructure

Nick Patience and Mitch Ashley, analysts at Futurum, examine NVIDIA's Agent Toolkit announcements at GTC 2026, covering NemoClaw, AI-Q, the Nemotron Coalition, and what they mean for enterprise agentic AI...
How Google Is Constructing the Path for AI-Generation Developers
March 13, 2026

How Google Is Constructing the Path for AI-Generation Developers

In this market brief by Futurum Research, in partnership with Google Cloud, we explore how Google’s approach to AI development aims to accelerate innovation, reduce friction for developers, and help...
OpenAI Acquires Promptfoo, Gaining 25% Foothold in Fortune 500 Enterprises
March 11, 2026

OpenAI Acquires Promptfoo, Gaining 25% Foothold in Fortune 500 Enterprises

Mitch Ashley, VP Practice Lead at Futurum, examines OpenAI's acquisition of Promptfoo and what it signals about the security and governance requirements blocking AI agents from enterprise production....

Welcome

The vision behind everything in Futurum’s Custom Research practice is this: research should show you what is happening, what comes next, and what to do about it. It should be personal to each audience, easy for people to grasp, and structured so LLMs can reason over it accurately. And it should be fast and turnkey; you want answers now, not another project to carry for quarters.

Whether you are defining business, channel, or go-to-market strategy; evaluating vendors or justifying ROI; or commissioning research to fill an emerging market need, we have your back, with a program that answers your questions with the objectivity and credibility to drive real decisions.

To do it, we bring unmatched data to bear: Futurum research, surveys, and market projections; validated market feeds; ETR’s 15 years of insight from 10,000 technology decision-makers; G2’s buyer and user data; and what our analysts hear every day. Add leading primary collection, from AI-moderated voice interviews to surveys and analyst-led interviews, all turnkey, and every project comes out credible, nuanced, and actionable.

And we don’t just drop the results in your lap. For internal work, we provide analyst-led sessions, interactive dashboards, and a range of formats. For market-facing work, Futurum delivers turnkey activation and amplification that actually gets seen, by people and by LLMs, through our media and share of voice. This is research that moves decisions and markets.

We will meet you wherever you are, from a fast-turn brief to a multi-year program, and shape the work to your goals, timeline, and budget. The right program for your moment.

If any of this is useful, I would love to talk.

Benjamin Brown, VP Custom Research, Futurum Research

Benjamin Brown

VP, Custom Research · The Futurum Group

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