Insights

Technical perspectives on engineering AI, execution platforms, and the future of autonomous technical work. From the teams building Nebula Cloud.

Beyond Vibe Coding: Studio vs. the AI Software-Building Platforms of 2026

Cursor, Kiro, Codex, Claude Code, Devin, Replit, Lovable and more are changing how software gets built. Studio asks a different question: what happens when AI can build software — and operate the rest of the computer too?

26 Aug 2026 · 23 min read

Nebula Cloud Labs Is Expanding

Nebula Cloud Labs now connects two missions: applied research at Nebula Cloud and research infrastructure for universities, institutes and R&D teams.

25 Aug 2026 · 4 min read

GCC 4.0: Designing the AI-Native Global Capability Center

The future GCC operating model combines human specialists, AI agents, enterprise systems, compute infrastructure, and governance into a new workforce architecture.

22 Aug 2026 · 14 min read

The GCC Has Changed: From Cost Center to Enterprise Nerve Centre

How Global Capability Centers evolved from offshore cost-arbitrage mechanisms to strategic enterprise capability hubs — and why this transformation reshapes how organizations build global capacity.

22 Aug 2026 · 10 min read

From Prompt to Verified Artifact

Most AI tools generate text. Nebula Cloud Studio executes engineering work — planning, tool use, verification, and reproducible output. Here's why the distinction matters.

11 Aug 2026 · 6 min read

Building Immersive Experiences: From Scan to Web-Native 3D

How Nebula Cloud Studio turns physical-world captures into interactive, browser-native 3D experiences — digital twins, virtual tours, and WebXR applications with verified provenance.

12 Apr 2024 · 4 min read

Executing Scientific Computing: From Hypothesis to Verified Result

How Nebula Cloud Studio orchestrates HPC and GPU computing for molecular simulation, CFD, genomics, and research workflows — with checkpointing, verified outputs, and reproducible execution.

3 Jul 2023 · 4 min read

Executing ML Workflows: From Experiment to Governed Deployment

How Nebula Cloud Studio orchestrates the full ML lifecycle — data preparation, distributed training, evaluation, and verified model deployment — as governed execution.

17 Jun 2023 · 4 min read

Executing Engineering Design: From Intent to Verified Analysis

How Nebula Cloud Studio orchestrates parametric CAD modeling, structural analysis, and CFD simulation — producing verified engineering artifacts, not just calculations.

17 Jun 2023 · 4 min read

Executing Geospatial Intelligence: From Satellite to Decision

How Nebula Cloud Studio turns raw satellite imagery into actionable spatial intelligence — change detection, terrain analysis, and land classification through governed AI execution.

17 Jun 2023 · 4 min read

Executing 3D Reconstruction: From Photos to Verified Scene

How Nebula Cloud Studio turns a collection of photographs into a verified 3D scene — orchestrating photogrammetry, NeRF, and Gaussian Splatting through the Execution Fabric.

16 Jun 2023 · 4 min read

Turn complex technical work into executable outcomes.

From intent to verified engineering artifact.