INSIGHTS

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News, product updates, and field notes from the Mandelbulb team on enterprise AI, agentic systems, and data platforms.

ARTICLE

18 May 2026

Building a Construction SLM

On-Prem AI Is Coming Back. The Hyperscalers Will Pretend It Isn't.

ARTICLE

12 Apr 2026

On-Prem AI Is Coming Back. The Hyperscalers Will Pretend It Isn't.

Mandelbulb Technologies Showcases GST AI Tax Officer at India AI Impact Summit 2026, Presenting Alongside Microsoft and the Government of Andhra Pradesh

NEWS

02 Mar 2026

Mandelbulb Technologies Showcases GST AI Tax Officer at India AI Impact Summit 2026, Presenting Alongside Microsoft and the Government of Andhra Pradesh

Claude Workflows Got the Architecture Right. The Bill Is the Open Question.

ARTICLE

FEATURED INSIGHT

Claude Workflows Got the Architecture Right. The Bill Is the Open Question.

Anthropic moved agent orchestration out of the model's context window and into JavaScript you can read, the same pattern we've hand-rolled in LangGraph for two years. What's genuinely new, what we found running it on our own code, and the one number that should make you read the docs before you type "ultracode."

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